US20100195725A1 - Video encoding/decoding method and apparatus - Google Patents
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- H04N19/573—Motion compensation with multiple frame prediction using two or more reference frames in a given prediction direction
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Definitions
- the present invention relates to a video encoding/decoding method and apparatus which encode/decode a fade video and dissolving video, in particular, at high efficiency.
- Motion compensation predictive inter-frame encoding is used as one of encoding modes in a video encoding standard scheme such as ITU-TH.261, H.263, ISO/IEC MPEG-2, or MPEG-4.
- a predictive model in motion compensation predictive inter-frame encoding a model that exhibits the highest predictive efficiency when no change in brightness occurs in the time direction is used.
- a fade video which changes in the brightness of pictures
- a large number of bits are required.
- a fade video part is detected to change the allocation of the number of bits. More specifically, in the case of a fadeout video, a large number of bits are allocated to the start part of fadeout that changes in luminance. In general, the last part of fadeout becomes a monochrome picture, and hence can be easily encoded. For this reason, the number of bits allocated to this part is reduced. This makes it possible to improve the overall picture quality without excessively increasing the total number of bits.
- a video encoding method of subjecting an input videos signal to motion compensation predictive encoding by using a reference picture signal representing at least one reference picture and a motion vector between the input video signal and the reference picture signal comprising: selecting one combination, for each block of the input video signal, from a plurality of combinations each including a predictive parameter and at least one reference picture number determined in advance for the reference picture; generating a prediction picture signal in accordance with the reference picture number and predictive parameter of the selected combination; generating a predictive error signal representing an error between the input video signal and the prediction picture signal; and encoding the predictive error signal, information of the motion vector, and index information indicating the selected combination.
- a video decoding method comprising: decoding encoded data including a predictive error signal representing an error in a prediction picture signal with respect to a video signal, motion vector information, and index information indicating a combination of at least one reference picture number and a predictive parameter; generating a prediction picture signal in accordance with the reference picture number and predictive parameter of the combination indicated by the decoded index information; and generating a reproduction video signal by using the predictive error signal and the prediction picture signal.
- FIG. 1 is a block diagram showing the arrangement of a video encoding apparatus according to the first embodiment of the present invention
- FIG. 2 is a block diagram showing the detailed arrangement of a frame memory/prediction picture generator in FIG. 1 ;
- FIG. 3 is a view showing an example of a table of combinations of reference frame numbers and predictive parameters, which is used in the first embodiment
- FIG. 4 is a flow chart showing an example of a sequence for selecting a predictive scheme (a combination of a reference frame number and a predictive parameter) for each macroblock and determining an encoding mode in the first embodiment;
- FIG. 5 is a block diagram showing the arrangement of a video decoding apparatus according to the first embodiment
- FIG. 6 is a block diagram showing the detailed arrangement of the frame memory/prediction picture generator in FIG. 5 ;
- FIG. 7 is a view showing an example of a table of combinations of predictive parameters in a case wherein the number of reference frames is one and a reference frame number is sent as mode information according to the second embodiment of the present invention
- FIG. 8 is a view showing an example of a table of combinations of predictive parameters in a case wherein the number of reference frames is two and a reference frame number is sent as mode information according to the second embodiment;
- FIG. 9 is a view showing an example of a table of combinations of reference picture numbers and predictive parameters in a case wherein the number of reference frame is one according to the third embodiment of the present invention.
- FIG. 10 is a view showing an example of a table for only luminance signals according to the third embodiment.
- FIG. 11 is a view showing an example of a syntax for each block when index information is to be encoded
- FIG. 12 is a view showing a specific example of an encoded bit stream when a prediction picture is to be generated by using one reference picture
- FIG. 13 is a view showing a specific example of an encoded bit stream when a prediction picture is to be generated by using two reference pictures;
- FIG. 14 is a view showing an example of a table of reference frame numbers, reference field numbers, and predictive parameters when information to be encoded is a top field according to the fourth embodiment of the present invention.
- FIG. 15 is a view showing an example of a table of reference frame numbers, reference field numbers, and predictive parameters when information to be encoded is a bottom field according to the fourth embodiment of the present invention.
- FIG. 1 shows the arrangement of a video encoding apparatus according to the first embodiment of the present invention.
- a video signal 100 is input to the video encoding apparatus, for example, on a frame basis.
- the video signal 100 is input to a subtracter 101 .
- the subtracter 101 calculates the difference between the video signal 100 and a prediction picture signal 212 to generate a predictive error signal.
- a mode selection switch 102 selects either the predictive error signal or the video signal 100 .
- An orthogonal transformer 103 subjects the selected signal to an orthogonal transformation, e.g., a discrete cosine transform (DCT).
- the orthogonal transformer 103 generates orthogonal transformation coefficient information, e.g., DCT coefficient information.
- the orthogonal transformation coefficient information is quantized by a quantizer 104 and branched into two paths.
- One quantization orthogonal transformation coefficient information 210 branched into two paths is guided to a variable-length encoder 111 .
- the other quantization orthogonal transformation coefficient information 210 branched into the two paths is sequentially subjected to processing reverse to that in the quantizer 104 and orthogonal transformer 103 by a dequantizer or inverse quantizer 105 and inverse orthogonal transformer 106 to be reconstructed into a predictive error signal. Thereafter, an adder 107 adds the reconstructed predictive error signal to the prediction picture signal 212 input through a switch 109 to generate a local decoded video signal 211 .
- the local decoded video signal 211 is input to a frame memory/prediction picture generator 108 .
- the frame memory/prediction picture generator 108 selects one of a plurality of combinations of prepared reference frame numbers and predictive parameters.
- the linear sum of the video signal (local decoded video signal 211 ) of the reference frame indicated by the reference frame number of the selected combination is calculated in accordance with the predictive parameter of the selected combination, and the resultant signal is added to an offset based on the predictive parameter. With this operation, in this case, a reference picture signal is generated on a frame basis.
- the frame memory/prediction picture generator 108 motion-compensates for the reference picture signal by using a motion vector to generate the prediction picture signal 212 .
- the frame memory/prediction picture generator 108 generates motion vector information 214 and index information 215 indicating a selected combination of a reference frame number and a predictive parameter, and sends information necessary for selection of an encoding mode to a mode selector 110 .
- the motion vector information 214 and index information 215 are input to a variable-length encoder 111 .
- the frame memory/prediction picture generator 108 will be described in detail later.
- the mode selector 110 selects an encoding mode on a macroblock basis on the basis of predictive information P from the frame memory/prediction picture generator 108 , i.e., selects either the intraframe encoding mode or the motion compensated predictive interframe encoding mode, and outputs switch control signals M and S.
- the switches 102 and 112 are switched to the A side by the switch control signals M and S, and the input video signal 100 is input to the orthogonal transformer 103 .
- the switches 102 and 112 are switched to the B side by the switch control signals M and S.
- the predictive error signal from the subtracter 101 is input to the orthogonal transformer 103
- the prediction picture signal 212 from the frame memory/prediction picture generator 108 is input to the adder 107 .
- Mode information 213 is output from the mode selector 110 and input to the variable-length encoder 111 .
- variable-length encoder 111 subjects the quantization orthogonal transformation coefficient information 210 , mode information 213 , motion vector information 214 , and index information 215 to variable-length encoding.
- the variable-length codes generated by this operation are multiplexed by a multiplier 114 .
- the resultant data is then smoothed by an output buffer 115 .
- Encoded data 116 output from the output buffer 115 is sent out to a transmission system or storage system (not shown).
- An encoding controller 113 controls an encoding unit 112 . More specifically, the encoding controller 113 monitors the buffer amount of the output buffer 115 , and controls encoding parameters such as the quantization step size of the quantizer 104 to make the buffer amount constant.
- FIG. 2 shows the detailed arrangement of the frame memory/prediction picture generator 108 in FIG. 1 .
- the local decoded video signal 211 input from the adder 107 in FIG. 1 is stored in a frame memory set 202 under the control of a memory controller 201 .
- the frame memory set 202 has a plurality of (N) frame memories FM 1 to FMN for temporarily holding the local decoded video signal 211 as a reference frame.
- a predictive parameter controller 203 is prepared a plurality of combinations of reference frame numbers and predictive parameters in advance as a table.
- the predictive parameter controller 203 selects, on the basis of the video signal 100 , a combination of the reference frame number of a reference frame and a predictive parameter that is used to generate the prediction picture signal 212 , and outputs the index information 215 indicating the selected combination.
- a multi-frame motion evaluator 204 generates a reference picture signal in accordance with the combination of the reference frame number and the index information selected by the predictive parameter controller 203 .
- the multi-frame motion evaluator 204 evaluates the motion amount and predictive error from this reference picture signal and input video signal 100 , and outputs the motion vector information 214 that minimizes the predictive error.
- a multi-frame motion compensator 205 carries out motion-compensation for each block using a reference picture signal selected by the multi-frame motion evaluator 204 in accordance with the motion vector to generate the prediction picture signal 212 .
- the memory controller 201 sets a reference frame number to a local decoded video signal for each frame, and stores each frame in one of the frame memories FM 1 to FMN of the frame memory set 202 .
- the respective frames are sequentially numbered from the frame nearest to the input picture.
- the same reference frame number may be set for different frames. In this case, for example, different predictive parameters are used.
- a frame near to the input picture is selected from the frame memories FM 1 to FMN and sent to the predictive parameter controller 203 .
- FIG. 3 shows an example of the table of combinations of reference frame numbers and predictive parameters, which is prepared in the predictive parameter controller 203 .
- “Index” corresponds to prediction pictures that can be selected for each block. In this case, there are eight types of prediction pictures.
- a reference frame number n is the number of a local decoded video used as a reference frame, and in this case, indicates the number of a local decoded video corresponding to n past frames.
- each predictive parameter represents an offset
- the first numeral of each predictive parameter represents a weighting factor (predictive coefficient).
- What the predictive parameters are 1 and 0 as in this case indicates that a local decoded video signal corresponding to the reference frame number “1” is multiplied by 1 and added to offset 0. In other words, the local decoded video signal corresponding to the reference frame number 1 becomes a reference picture signal without any change.
- index 1 two reference frames as local decoded video signals corresponding to the reference frame numbers 1 and 2 are used.
- predictive parameters 2, ⁇ 1, and 0 for the luminance signal Y the local decoded video signal corresponding to the reference frame number 1 is doubled, and the local decoded video signal corresponding to the reference frame number 2 is subtracted from the resultant signal. Offset 0 is then added to the resultant signal. That is, extrapolation prediction is performed from the local decoded video signals of two frames to generate a reference picture signal.
- the local decoded video signal corresponding to the reference frame number 1 is used as a reference picture signal without any change. This predictive scheme corresponding to index 1 is especially effective for a dissolving video.
- the local decoded video signal corresponding to the reference frame number 1 is multiplied by 5/4 and added with offset 16.
- the color difference signals Cr and Cb since the predictive parameter is 1, the color difference signals Cr and Cb become reference picture signals without any change. This predictive scheme is especially effective for a fade-in video from a black frame.
- reference picture signals can be selected on the basis of a plurality of predictive schemes with different combinations of the numbers of reference frames to be used and predictive parameters. This makes it possible for this embodiment to properly cope with a fade video and dissolving video that have suffered deterioration in picture quality due to the absence of a proper predictive scheme.
- a maximum assumable value is set to variable min_D (step S 101 ).
- LOOP 1 indicates a repetition for the selection of a predictive scheme in interframe encoding, and variable i represents the value of “index” in FIG. 3 .
- an evaluation value D of each index is calculated from the number of bits associated with motion vector information 214 (the number of bits of a variable-length code output from the variable-length encoder ill in correspondence with the motion vector information 214 ) and a predictive error absolute value sum, and a motion vector that minimizes the evaluation value D is selected (step S 103 ).
- the evaluation value D is compared with min_D (step S 104 ). If the evaluation value D is smaller than min_D, the evaluation value D is set to min_D, and index i is assigned to min_i (step S 105 ).
- An evaluation value D for intraframe encoding is then calculated (step S 106 ).
- the evaluation value D is compared with min_D (step S 107 ). If this comparison indicates that min_D is smaller than the evaluation value D, mode MODE is determined as interframe encoding, and min_i is assigned to index information INDEX (step S 108 ). If the evaluation value D is smaller, mode MODE is determined as intraframe encoding (step S 109 ). In this case, the evaluation value D is set as the estimated value of the number of bits with the same quantization step size.
- FIG. 5 shows the arrangement of the video decoding apparatus according to this embodiment.
- Encoded data 300 sent out from the video encoding apparatus show in FIG. 1 and sent through a transmission system or storage system is temporarily stored in an input buffer 301 and demultiplexed by a demultiplexer 302 for each frame on the basis of a syntax.
- the resultant data is input to a variable-length decoder 303 .
- the variable-length decoder 303 decodes the variable-length code of each syntax of the encoded data 300 to reproduce a quantization orthogonal transformation coefficient, mode information 413 , motion vector information 414 , and index information 415 .
- the quantization orthogonal transformation coefficient is dequantized by a dequantizer 304 and inversely orthogonal-transformed by an inverse orthogonal transformer 305 . If the mode information 413 indicates the intraframe encoding mode, a reproduction video signal is output from the inverse orthogonal transformer 305 . This signal is then output as a reproduction video signal 310 through an adder 306 .
- a predictive error signal is output from the inverse orthogonal transformer 305 , and a mode selection switch 309 is turned on.
- the prediction picture signal 412 output from a frame memory/prediction picture generator 308 is added to the predictive error signal by the adder 306 .
- the reproduction video signal 310 is output.
- the reproduction video signal 310 is stored as a reference picture signal in the frame memory/prediction picture generator 308 .
- the mode information 413 , motion vector information 414 , and index information 415 are input to the frame memory/prediction picture generator 308 .
- the mode information 413 is also input to the mode selection switch 309 .
- the mode selection switch 309 In the intraframe encoding mode, the mode selection switch 309 is turned off. In the interframe encoding mode, the switch is turned on.
- the frame memory/prediction picture generator 308 includes a plurality of prepared combinations of reference frame numbers and predictive parameters as a table, and selects one combination indicated by the index information 415 from the table.
- the linear sum of the video signal (reproduction video signal 210 ) of the reference frame indicated by the reference frame number of the selected combination is calculated in accordance with the predictive parameter of the selected combination, and an offset based on the predictive parameter is added to the resultant signal.
- a reference picture signal is generated.
- the generated reference picture signal is motion-compensated for by using the motion vector indicated by the motion vector information 414 , thereby generating a prediction picture signal 412 .
- FIG. 6 shows the detailed arrangement of the frame memory/prediction picture generator 308 in FIG. 5 .
- the reproduction video signal 310 output from the adder 306 in FIG. 5 is stored in the frame memory set 402 under the control of a memory controller 401 .
- the frame memory set 402 has a plurality of (N) frame memories FM 1 to FMN for temporarily holding the reproduction video signal 310 as a reference frame.
- a predictive parameter controller 403 has in advance combinations of reference frame numbers and predictive parameters as a table like the one shown in FIG. 3 .
- the predictive parameter controller 403 selects a combination of the reference frame number of a reference frame and a predictive parameter, which are used to generate the prediction picture signal 412 , on the basis of the index information 415 from the variable-length decoder 303 in FIG. 5 .
- a plurality of multi-frame motion compensators 404 generate a reference picture signal in accordance with a combination of a reference frame number and index information, which is selected by the predictive parameter controller 403 , and performs motion-compensation for each block using this reference picture signal in accordance with the motion vector indicated by the motion vector information 414 from the variable-length decoder 303 in FIG. 5 , thereby generating the prediction picture signal 412 .
- FIGS. 7 and 8 The second embodiment of the present invention will be described next with reference to FIGS. 7 and 8 . Since the overall arrangements of a video encoding apparatus and video decoding apparatus in this embodiment are almost the same as those in the first embodiment, only the differences from the first embodiment will be described.
- this embodiment there is described an example of the manner of expressing predictive parameters based on a scheme of capable of designating a plurality of reference frame numbers in accordance with mode information of a macroblock basis.
- a reference frame number is discriminated by the mode information for each macroblock.
- This embodiment therefore uses a table of predictive parameters as shown in FIGS. 7 and 8 instead of using a table of combinations of reference frame numbers and predictive parameters as in the first embodiment. That is, index information does not indicate a reference frame number, and only a combination of predictive parameters is designated.
- the table in FIG. 7 shows an example of a combination of predictive parameters when the number of reference frames is one.
- predictive parameters (the number of reference frames+1) parameters, i.e., two parameters (one weighting factor and one offset), are designated for each of a luminance signal (Y) and color difference signals (Cb and Cr).
- the table in FIG. 8 shows an example of a combination of predictive parameters when the number of reference frames is two.
- predictive parameters (the number of reference frames+1) parameters, i.e., three parameters (two weighting factors and one offset), are designated fro each of a luminance signal (Y) and color difference signals (Cb and Cr).
- Y luminance signal
- Cb and Cr color difference signals
- the third embodiment of the present invention will be described with reference to FIGS. 9 and 10 . Since the overall arrangements of a video encoding apparatus and video decoding apparatus in this embodiment are almost the same as those in the first embodiment, only the differences from the first and second embodiments will be described below.
- a video is managed on a frame basis. In this embodiment, however, a video is managed on a picture basis. If both a progressive signal and an interlaced signal exist as input picture signals, pictures are not necessarily encoded on a frame basis. In consideration of this, a picture assumes (a) a picture of one frame of a progressive signal, (b) a picture of one frame generated by merging two fields of an interlaced signal, or (c) a picture of one field of an interlaced signal.
- a reference picture used in motion compensation prediction is also managed as a frame regardless of whether the encoded picture, which is the reference picture, has a frame structure or field structure. A reference picture number is assigned to this picture.
- a picture to be encoded is a picture with a field structure like (c)
- a reference picture used in motion compensation prediction is also managed as a field regardless of whether the encoded picture, which is the reference picture, has a frame structure or field structure. A reference picture number is assigned to this picture.
- Equations (4), (5), and (6) are examples of predictive equations for reference picture numbers and predictive parameters, which are prepared in the predictive parameter controller 203 . These examples are predictive equations for generating a prediction picture signal by motion compensation prediction using one reference picture signal.
- Y is a prediction picture signal of a luminance signal
- Cb and Cr are prediction picture signals of two color difference signals
- R Y (i), R Cb (i), and R cr (i) are the pixel values of the luminance signal and two color difference signals of a reference picture signal with index i
- D 1 (i) and D 2 (i) are the predictive coefficient and offset of the luminance signal with index i
- E i (i) and E 2 (i) are the predictive coefficient and offset of the color difference signal Cb with index i
- F 1 (i) and F 2 (i) are the predictive coefficient and offset of the color difference signal Cr with index i
- Index i indicates a value from 0 (the maximum number of reference pictures ⁇ 1), and encoded for each block to be encoded (e.g., for each macroblock). The resultant data is then transmitted to the video decoding apparatus.
- the predictive parameters D 1 (i), D 2 (i), E 1 (i), E 2 (i), F 1 (i), and F 2 (i) are represented by values determined in advance between the video encoding apparatus and the video decoding apparatus or a unit of encoding such as a frame, field, or slice, and are encoded together with encoded data to be transmitted from the video encoding apparatus to the video decoding apparatus. With this operation, these parameters are shared by the two apparatuses.
- the equations (4), (5), and (6) are predictive equations wherein powers of 2, i.e., 2, 4, 8, 16, . . . are selected as the denominators of predictive coefficients by which reference picture signals are multiplied.
- the predictive equations can eliminate the necessity of division and be calculated by arithmetic shifts. This makes it possible to avoid a large increase in calculation cost due to division.
- L Y is the shift amount of a luminance signal
- L C is the shift amount of a color difference signal.
- the video encoding apparatus encodes the shift amounts L Y and L C , together with a table and encoded data, in a predetermined unit of encoding, e.g., a frame, field, or slice, and transmits the resultant data to the video decoding apparatus. This allows the two apparatuses to share the shift amounts L Y and L C .
- index i corresponds to prediction pictures that can be selected for each block.
- four types of prediction pictures are present in correspondence with 0 to 3 of index i .
- Reference picture number is, in other words, the number of a local decoded video signal used as a reference picture.
- Flag is a flag indicating whether or not a predictive equation using a predictive parameter is applied to a reference picture number indicated by index i . If Flag is “0”, motion compensation prediction is performed by using the local decoded video signal corresponding to the reference picture number indicated by index i without using any predictive parameter. If Flag is “1”, a prediction picture is generated according to equations (4), (5), and (6) by using a local decoded video and predictive parameter corresponding to the reference picture number indicated by index i , thus performing motion compensation prediction.
- This information of Flag is also encoded, together with a table and encoded data, by using a value determined in advance between the video encoding apparatus and the video decoding apparatus or in a predetermined unit of encoding, e.g., a frame, field, or slice, in the video encoding apparatus.
- the resultant data is transmitted to the video decoding apparatus. This allows the two apparatuses to share the information of Flag.
- a plurality of predictive schemes may exist for the same reference picture number.
- the table shown in FIG. 9 has predictive parameters D 1 (i), D 2 (i), E 1 (i), E 2 (i), F 1 (i), and F 2 (i) assigned to a luminance signal and two color difference signals in correspondence with equations (4), (5), and (6).
- FIG. 10 shows an example of a table in which predictive parameters are assigned to only luminance signals.
- the number of bits of a color difference signal is not very large compared with the number of bits of a luminance signal. For this reason, in order to reduce the amount of calculation required to generate a prediction picture and the number of bits transmitted in a table, a table is prepared, in which predictive parameters for color difference signals are omitted as shown in FIG. 10 and predictive parameters are assigned to only luminance signals. In this case, only equation (4) is used as a predictive equation.
- Equations (7) to (12) are predictive equations in a case wherein a plurality of (two in this case) reference pictures are used.
- the pieces of information of the predictive parameters D 1 (i), D 2 (i), E 1 (i), E 2 (i), F 1 (i), F 2 (i), L Y , and L C and Flag are values determined in advance between the video encoding apparatus and the video decoding apparatus or encoded, together with encoded data, in a unit of encoding such as a frame, field, or slice, and are transmitted from the video encoding apparatus to the video decoding apparatus. This allows the two apparatuses to share these pieces of information.
- a reference picture used for motion compensation prediction is also managed as a frame regardless of whether a decoded picture as a reference picture has a frame structure or field structure. A reference picture number is assigned to this picture.
- a reference picture used for motion compensation prediction is also managed as a field regardless of whether a decoded picture as a reference picture has a frame structure or field structure. A reference picture number is assigned to this picture.
- FIG. 11 shows an example of a syntax in a case wherein index information is encoded in each block.
- mode information MODE is present for each block. It is determined in accordance with the mode information MODE whether or not index information IDi indicating the value of index i and index information IDj indicating the value of index j are encoded. Encoded information of motion vector information MVi for the motion compensation prediction of index i and motion vector information MVj for the motion predictive compensation of index j is added as motion vector information for each block after encoded index information.
- FIG. 12 shows a specific example of an encoded bit stream for each block when a prediction picture is generated by using one reference picture.
- the index information IDi is set after mode information MODE, and the motion vector information MVi is set thereafter.
- the motion vector information MVi is generally two-dimensional vector information. Depending on a motion compensation method in a block which is indicated by mode information, a plurality of two-dimensional vectors may further be sent.
- FIG. 13 shows a specific example of an encoded bit stream for each block when a prediction picture is generated by using two reference pictures.
- Index information IDi and index information IDj are set after mode information MODE, and motion vector information MVi and motion vector information MVj are set thereafter.
- the motion vector information MVi and motion vector information j are generally two-dimensional vector information. Depending on a motion compensation method in a block indicated by mode information, a plurality of two-dimensional vectors may be further sent.
- the fourth embodiment of the present invention will be described next with reference to FIGS. 14 and 15 . Since the overall arrangements of a video encoding apparatus and video decoding apparatus in this embodiment are almost the same as those in the first embodiment, only differences from the first, second, and third embodiments will be described.
- encoding on a frame basis and encoding on a field basis are switched for each picture.
- encoding on a frame basis and encoding on a field basis are switched for each macroblock.
- the same reference picture number indicates different pictures, even within the same picture, depending on whether a macroblock is encoded on the frame basis or on the field basis. For this reason, with the tables shown in FIGS. 9 and 10 used in the third embodiment, a proper prediction picture signal may not be generated.
- tables of combinations of reference picture numbers and predictive parameters like those shown in FIGS. 14 and 15 are prepared in a predictive parameter controller 203 in FIG. 2 .
- the same predictive parameter as that corresponding to a reference picture number (reference frame index number) used when the macroblock is encoded on the frame basis is used.
- FIG. 14 shows a table used when the macroblock is encoded on a field basis and a picture to be encoded is a top field.
- the upper and lower rows of each field index column correspond to the top field and bottom field, respectively.
- FIG. 15 shows a table used when the macroblock is encoded on a field basis, and a picture to be encoded is a bottom field.
- the upper and lower rows of each field index column correspond to a top field and the bottom field, respectively.
- the relationship between reference frame number m and reference field number n is the same as that in the table in FIG. 14 .
- a frame index and field index are encoded as index information by using the tables shown in FIGS. 14 and 15 .
- the macroblock is to be encoded on a frame basis, only the frame index common to the tables in FIGS. 14 and 15 is index-encoded as index information.
- predictive parameters are assigned to a frame and field by using one table.
- a table for frames and a table for fields may be separately prepared for one picture or slice.
- Video encoding and decoding processing according to the present invention may be implemented as hardware (apparatus) or software using a computer. Some processing may be implemented by hardware, and the other processing may be performed by software. According to the present invention, there can be provided a program for causing a computer to execute the above video encoding or video decoding or a storage medium storing the program.
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Abstract
A video encoding method comprises selecting one combination, for each block of an input video signal, from a plurality of combinations each including a predictive parameter and at least one reference picture number determined in advance for the reference picture, generating a prediction picture signal in accordance with the reference picture number and predictive parameter of the selected combination, generating a predictive error signal representing an error between the input video signal and the prediction picture signal, and encoding the predictive error signal, information of the motion vector, and index information indicating the selected combination.
Description
- This is a divisional application of and claims the benefit of priority under 35 U.S.C. §120 from U.S. application Ser. No. 12/694,311, filed Jan. 27, 2010, which is a divisional application of U.S. application Ser. No. 12/635,738, filed on Dec. 11, 2009, which is a divisional application of U.S. application Ser. No. 12/577,437, filed on Oct. 12, 2009, which is a divisional application of U.S. application Ser. No. 12/323,930, filed on Nov. 26, 2008, which is a divisional application of U.S. application Ser. No. 11/687,923, filed Mar. 19, 2007, which is a divisional application of U.S. application Ser. No. 10/754,535, filed on Jan. 12, 2004, which is a continuation application of International Application No. PCT/JP03/04992, filed Apr. 18, 2003, which was not published under PCT Article 21(2) in English.
- This application is based upon and claims the benefit of priority from the prior Japanese Patent Applications No. 2002-116718, filed Apr. 18, 2002; and No. 2002-340042, filed Nov. 22, 2002, the entire contents of both of which are incorporated herein by reference.
- 1. Field of the Invention
- The present invention relates to a video encoding/decoding method and apparatus which encode/decode a fade video and dissolving video, in particular, at high efficiency.
- 2. Description of the Related Art
- Motion compensation predictive inter-frame encoding is used as one of encoding modes in a video encoding standard scheme such as ITU-TH.261, H.263, ISO/IEC MPEG-2, or MPEG-4. As a predictive model in motion compensation predictive inter-frame encoding, a model that exhibits the highest predictive efficiency when no change in brightness occurs in the time direction is used. In the case of a fade video which changes in the brightness of pictures, there is no method known up to now which makes a proper prediction against a change in the brightness of pictures when, for example, a normal picture fades in from a black picture. In order to maintain picture quality in a fade video as well, therefore, a large number of bits are required.
- In order to solve this problem, for example, in Japanese Patent No. 3166716, “Fade Countermeasure Video Encoder and Encoding Method”, a fade video part is detected to change the allocation of the number of bits. More specifically, in the case of a fadeout video, a large number of bits are allocated to the start part of fadeout that changes in luminance. In general, the last part of fadeout becomes a monochrome picture, and hence can be easily encoded. For this reason, the number of bits allocated to this part is reduced. This makes it possible to improve the overall picture quality without excessively increasing the total number of bits.
- In Japanese Patent No. 2938412, “Video Luminance Change Compensation Method, Video Encoding Apparatus, Video Decoding Apparatus, Recording Medium on Which Video Encoding or Decoding Program Is Recorded, and Recording Medium on Which Encoded Data of Video Is Recorded”, there is proposed an encoding scheme of properly coping with a fade video by compensating for a reference picture in accordance with two parameters, i.e., a luminance change amount and contrast change amount.
- In Thomas Wiegand and Berand Girod, “Multi-frame motion-compensated prediction for video transmission”, Kluwer Academic Publishers 2001, an encoding scheme based on a plurality of frame buffers is proposed. In this scheme, an attempt has been made to improve the predictive efficiency by selectively generating a prediction picture from a plurality of reference frames held in the frame buffers.
- According to the conventional techniques, in order to encode a fade video or dissolving video while maintaining high picture quality, a large number of bits are required. Therefore, an improvement in encoding efficiency cannot be expected.
- It is an object of the present invention to provide a video encoding/decoding method and apparatus which can encode a video which changes in luminance over time, e.g., a fade video or dissolving video, in particular, at high efficiency.
- According to a first aspect of the present invention, there is provided a video encoding method of subjecting an input videos signal to motion compensation predictive encoding by using a reference picture signal representing at least one reference picture and a motion vector between the input video signal and the reference picture signal, comprising: selecting one combination, for each block of the input video signal, from a plurality of combinations each including a predictive parameter and at least one reference picture number determined in advance for the reference picture; generating a prediction picture signal in accordance with the reference picture number and predictive parameter of the selected combination; generating a predictive error signal representing an error between the input video signal and the prediction picture signal; and encoding the predictive error signal, information of the motion vector, and index information indicating the selected combination.
- According to a second aspect of the present invention, there is provided a video decoding method comprising: decoding encoded data including a predictive error signal representing an error in a prediction picture signal with respect to a video signal, motion vector information, and index information indicating a combination of at least one reference picture number and a predictive parameter; generating a prediction picture signal in accordance with the reference picture number and predictive parameter of the combination indicated by the decoded index information; and generating a reproduction video signal by using the predictive error signal and the prediction picture signal.
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FIG. 1 is a block diagram showing the arrangement of a video encoding apparatus according to the first embodiment of the present invention; -
FIG. 2 is a block diagram showing the detailed arrangement of a frame memory/prediction picture generator inFIG. 1 ; -
FIG. 3 is a view showing an example of a table of combinations of reference frame numbers and predictive parameters, which is used in the first embodiment; -
FIG. 4 is a flow chart showing an example of a sequence for selecting a predictive scheme (a combination of a reference frame number and a predictive parameter) for each macroblock and determining an encoding mode in the first embodiment; -
FIG. 5 is a block diagram showing the arrangement of a video decoding apparatus according to the first embodiment; -
FIG. 6 is a block diagram showing the detailed arrangement of the frame memory/prediction picture generator inFIG. 5 ; -
FIG. 7 is a view showing an example of a table of combinations of predictive parameters in a case wherein the number of reference frames is one and a reference frame number is sent as mode information according to the second embodiment of the present invention; -
FIG. 8 is a view showing an example of a table of combinations of predictive parameters in a case wherein the number of reference frames is two and a reference frame number is sent as mode information according to the second embodiment; -
FIG. 9 is a view showing an example of a table of combinations of reference picture numbers and predictive parameters in a case wherein the number of reference frame is one according to the third embodiment of the present invention; -
FIG. 10 is a view showing an example of a table for only luminance signals according to the third embodiment; -
FIG. 11 is a view showing an example of a syntax for each block when index information is to be encoded; -
FIG. 12 is a view showing a specific example of an encoded bit stream when a prediction picture is to be generated by using one reference picture; -
FIG. 13 is a view showing a specific example of an encoded bit stream when a prediction picture is to be generated by using two reference pictures; -
FIG. 14 is a view showing an example of a table of reference frame numbers, reference field numbers, and predictive parameters when information to be encoded is a top field according to the fourth embodiment of the present invention; and -
FIG. 15 is a view showing an example of a table of reference frame numbers, reference field numbers, and predictive parameters when information to be encoded is a bottom field according to the fourth embodiment of the present invention. - The embodiments of the present invention will be described below with reference to the several views of the accompanying drawing.
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FIG. 1 shows the arrangement of a video encoding apparatus according to the first embodiment of the present invention. Avideo signal 100 is input to the video encoding apparatus, for example, on a frame basis. Thevideo signal 100 is input to asubtracter 101. Thesubtracter 101 calculates the difference between thevideo signal 100 and aprediction picture signal 212 to generate a predictive error signal. Amode selection switch 102 selects either the predictive error signal or thevideo signal 100. Anorthogonal transformer 103 subjects the selected signal to an orthogonal transformation, e.g., a discrete cosine transform (DCT). Theorthogonal transformer 103 generates orthogonal transformation coefficient information, e.g., DCT coefficient information. The orthogonal transformation coefficient information is quantized by aquantizer 104 and branched into two paths. One quantization orthogonaltransformation coefficient information 210 branched into two paths is guided to a variable-length encoder 111. - The other quantization orthogonal
transformation coefficient information 210 branched into the two paths is sequentially subjected to processing reverse to that in thequantizer 104 andorthogonal transformer 103 by a dequantizer orinverse quantizer 105 and inverseorthogonal transformer 106 to be reconstructed into a predictive error signal. Thereafter, anadder 107 adds the reconstructed predictive error signal to theprediction picture signal 212 input through aswitch 109 to generate a local decodedvideo signal 211. The local decodedvideo signal 211 is input to a frame memory/prediction picture generator 108. - The frame memory/
prediction picture generator 108 selects one of a plurality of combinations of prepared reference frame numbers and predictive parameters. The linear sum of the video signal (local decoded video signal 211) of the reference frame indicated by the reference frame number of the selected combination is calculated in accordance with the predictive parameter of the selected combination, and the resultant signal is added to an offset based on the predictive parameter. With this operation, in this case, a reference picture signal is generated on a frame basis. Subsequently, the frame memory/prediction picture generator 108 motion-compensates for the reference picture signal by using a motion vector to generate theprediction picture signal 212. - In this process the frame memory/
prediction picture generator 108 generatesmotion vector information 214 andindex information 215 indicating a selected combination of a reference frame number and a predictive parameter, and sends information necessary for selection of an encoding mode to amode selector 110. Themotion vector information 214 andindex information 215 are input to a variable-length encoder 111. The frame memory/prediction picture generator 108 will be described in detail later. - The
mode selector 110 selects an encoding mode on a macroblock basis on the basis of predictive information P from the frame memory/prediction picture generator 108, i.e., selects either the intraframe encoding mode or the motion compensated predictive interframe encoding mode, and outputs switch control signals M and S. - In the intraframe encoding mode, the
switches input video signal 100 is input to theorthogonal transformer 103. In the interframe encoding mode, theswitches subtracter 101 is input to theorthogonal transformer 103, and the prediction picture signal 212 from the frame memory/prediction picture generator 108 is input to theadder 107.Mode information 213 is output from themode selector 110 and input to the variable-length encoder 111. - The variable-
length encoder 111 subjects the quantization orthogonaltransformation coefficient information 210,mode information 213,motion vector information 214, andindex information 215 to variable-length encoding. The variable-length codes generated by this operation are multiplexed by amultiplier 114. The resultant data is then smoothed by anoutput buffer 115. Encodeddata 116 output from theoutput buffer 115 is sent out to a transmission system or storage system (not shown). - An
encoding controller 113 controls anencoding unit 112. More specifically, theencoding controller 113 monitors the buffer amount of theoutput buffer 115, and controls encoding parameters such as the quantization step size of thequantizer 104 to make the buffer amount constant. -
FIG. 2 shows the detailed arrangement of the frame memory/prediction picture generator 108 inFIG. 1 . Referring toFIG. 2 , the local decodedvideo signal 211 input from theadder 107 inFIG. 1 is stored in a frame memory set 202 under the control of amemory controller 201. The frame memory set 202 has a plurality of (N) frame memories FM1 to FMN for temporarily holding the local decodedvideo signal 211 as a reference frame. - In a
predictive parameter controller 203 is prepared a plurality of combinations of reference frame numbers and predictive parameters in advance as a table. Thepredictive parameter controller 203 selects, on the basis of thevideo signal 100, a combination of the reference frame number of a reference frame and a predictive parameter that is used to generate the prediction picture signal 212, and outputs theindex information 215 indicating the selected combination. - A
multi-frame motion evaluator 204 generates a reference picture signal in accordance with the combination of the reference frame number and the index information selected by thepredictive parameter controller 203. Themulti-frame motion evaluator 204 evaluates the motion amount and predictive error from this reference picture signal andinput video signal 100, and outputs themotion vector information 214 that minimizes the predictive error. Amulti-frame motion compensator 205 carries out motion-compensation for each block using a reference picture signal selected by themulti-frame motion evaluator 204 in accordance with the motion vector to generate theprediction picture signal 212. - The
memory controller 201 sets a reference frame number to a local decoded video signal for each frame, and stores each frame in one of the frame memories FM1 to FMN of the frame memory set 202. For example, the respective frames are sequentially numbered from the frame nearest to the input picture. The same reference frame number may be set for different frames. In this case, for example, different predictive parameters are used. A frame near to the input picture is selected from the frame memories FM1 to FMN and sent to thepredictive parameter controller 203. -
FIG. 3 shows an example of the table of combinations of reference frame numbers and predictive parameters, which is prepared in thepredictive parameter controller 203. “Index” corresponds to prediction pictures that can be selected for each block. In this case, there are eight types of prediction pictures. A reference frame number n is the number of a local decoded video used as a reference frame, and in this case, indicates the number of a local decoded video corresponding to n past frames. - When the prediction picture signal 212 is generated by using the picture signals of a plurality of reference frames stored in the frame memory set 202, a plurality of reference frame numbers are designated, and (the number of reference frames+1) coefficients are designated as predictive parameters for each of a luminance signal (Y) and color difference signals (Cb and Cr). In this case, as indicated by equations (1) to (3), n assumes the number of reference frames, n+1 predictive parameters Di (i=1, . . . , n+1) are prepared for the luminance signal Y; n+1 predictive parameters Ei (i=1, . . . , n+1), for the color difference signal Cb; and n+1 predictive parameters Fi (i=1, . . . , n+1), for the color difference signal Cr:
-
- This operation will be described in more detail with reference to
FIG. 3 . Referring toFIG. 3 , the last numeral of each predictive parameter represents an offset, and the first numeral of each predictive parameter represents a weighting factor (predictive coefficient). Forindex 0, the number of reference frames is given by n=2, the reference frame number is 1, and predictive parameters are 1 and 0 for each of the luminance signal Y and color difference signals Cr and Cb. What the predictive parameters are 1 and 0 as in this case indicates that a local decoded video signal corresponding to the reference frame number “1” is multiplied by 1 and added to offset 0. In other words, the local decoded video signal corresponding to thereference frame number 1 becomes a reference picture signal without any change. - For
index 1, two reference frames as local decoded video signals corresponding to thereference frame numbers predictive parameters 2, −1, and 0 for the luminance signal Y, the local decoded video signal corresponding to thereference frame number 1 is doubled, and the local decoded video signal corresponding to thereference frame number 2 is subtracted from the resultant signal. Offset 0 is then added to the resultant signal. That is, extrapolation prediction is performed from the local decoded video signals of two frames to generate a reference picture signal. For the color difference signals Cr and Cb, since predictive parameters are 1, 0, and 0, the local decoded video signal corresponding to thereference frame number 1 is used as a reference picture signal without any change. This predictive scheme corresponding toindex 1 is especially effective for a dissolving video. - For
index 2, in accordance withpredictive parameters 5/4 and 16, the local decoded video signal corresponding to thereference frame number 1 is multiplied by 5/4 and added with offset 16. For the color difference signals Cr and Cb, since the predictive parameter is 1, the color difference signals Cr and Cb become reference picture signals without any change. This predictive scheme is especially effective for a fade-in video from a black frame. - In this manner, reference picture signals can be selected on the basis of a plurality of predictive schemes with different combinations of the numbers of reference frames to be used and predictive parameters. This makes it possible for this embodiment to properly cope with a fade video and dissolving video that have suffered deterioration in picture quality due to the absence of a proper predictive scheme.
- An example of a specific sequence for selecting a predictive scheme (a combination of a reference frame numbers and a predictive parameter) for each macroblock and determining an encoding mode in this embodiment will be described next with reference to
FIG. 4 . - First of all, a maximum assumable value is set to variable min_D (step S101). LOOP1 (step S102) indicates a repetition for the selection of a predictive scheme in interframe encoding, and variable i represents the value of “index” in
FIG. 3 . In this case, in order to obtain an optimal motion vector for each predictive scheme, an evaluation value D of each index (each combination of a reference frame number and a predictive parameter) is calculated from the number of bits associated with motion vector information 214 (the number of bits of a variable-length code output from the variable-length encoder ill in correspondence with the motion vector information 214) and a predictive error absolute value sum, and a motion vector that minimizes the evaluation value D is selected (step S103). The evaluation value D is compared with min_D (step S104). If the evaluation value D is smaller than min_D, the evaluation value D is set to min_D, and index i is assigned to min_i (step S105). - An evaluation value D for intraframe encoding is then calculated (step S106). The evaluation value D is compared with min_D (step S107). If this comparison indicates that min_D is smaller than the evaluation value D, mode MODE is determined as interframe encoding, and min_i is assigned to index information INDEX (step S108). If the evaluation value D is smaller, mode MODE is determined as intraframe encoding (step S109). In this case, the evaluation value D is set as the estimated value of the number of bits with the same quantization step size.
- A video decoding apparatus corresponding to the video encoding apparatus shown in
FIG. 1 will be described next.FIG. 5 shows the arrangement of the video decoding apparatus according to this embodiment. Encodeddata 300 sent out from the video encoding apparatus show inFIG. 1 and sent through a transmission system or storage system is temporarily stored in aninput buffer 301 and demultiplexed by ademultiplexer 302 for each frame on the basis of a syntax. The resultant data is input to a variable-length decoder 303. The variable-length decoder 303 decodes the variable-length code of each syntax of the encodeddata 300 to reproduce a quantization orthogonal transformation coefficient,mode information 413,motion vector information 414, andindex information 415. - Of the reproduced information, the quantization orthogonal transformation coefficient is dequantized by a
dequantizer 304 and inversely orthogonal-transformed by an inverseorthogonal transformer 305. If themode information 413 indicates the intraframe encoding mode, a reproduction video signal is output from the inverseorthogonal transformer 305. This signal is then output as areproduction video signal 310 through anadder 306. - If the
mode information 413 indicates the interframe encoding mode, a predictive error signal is output from the inverseorthogonal transformer 305, and amode selection switch 309 is turned on. The prediction picture signal 412 output from a frame memory/prediction picture generator 308 is added to the predictive error signal by theadder 306. As a consequence, thereproduction video signal 310 is output. Thereproduction video signal 310 is stored as a reference picture signal in the frame memory/prediction picture generator 308. - The
mode information 413,motion vector information 414, andindex information 415 are input to the frame memory/prediction picture generator 308. Themode information 413 is also input to themode selection switch 309. In the intraframe encoding mode, themode selection switch 309 is turned off. In the interframe encoding mode, the switch is turned on. - Like the frame memory/
prediction picture generator 108 on the encoding side inFIG. 1 , the frame memory/prediction picture generator 308 includes a plurality of prepared combinations of reference frame numbers and predictive parameters as a table, and selects one combination indicated by theindex information 415 from the table. The linear sum of the video signal (reproduction video signal 210) of the reference frame indicated by the reference frame number of the selected combination is calculated in accordance with the predictive parameter of the selected combination, and an offset based on the predictive parameter is added to the resultant signal. With this operation, a reference picture signal is generated. Subsequently, the generated reference picture signal is motion-compensated for by using the motion vector indicated by themotion vector information 414, thereby generating aprediction picture signal 412. -
FIG. 6 shows the detailed arrangement of the frame memory/prediction picture generator 308 inFIG. 5 . Referring toFIG. 6 , thereproduction video signal 310 output from theadder 306 inFIG. 5 is stored in the frame memory set 402 under the control of amemory controller 401. The frame memory set 402 has a plurality of (N) frame memories FM1 to FMN for temporarily holding thereproduction video signal 310 as a reference frame. - A
predictive parameter controller 403 has in advance combinations of reference frame numbers and predictive parameters as a table like the one shown inFIG. 3 . Thepredictive parameter controller 403 selects a combination of the reference frame number of a reference frame and a predictive parameter, which are used to generate the prediction picture signal 412, on the basis of theindex information 415 from the variable-length decoder 303 inFIG. 5 . A plurality ofmulti-frame motion compensators 404 generate a reference picture signal in accordance with a combination of a reference frame number and index information, which is selected by thepredictive parameter controller 403, and performs motion-compensation for each block using this reference picture signal in accordance with the motion vector indicated by themotion vector information 414 from the variable-length decoder 303 inFIG. 5 , thereby generating theprediction picture signal 412. - The second embodiment of the present invention will be described next with reference to
FIGS. 7 and 8 . Since the overall arrangements of a video encoding apparatus and video decoding apparatus in this embodiment are almost the same as those in the first embodiment, only the differences from the first embodiment will be described. - In this embodiment, there is described an example of the manner of expressing predictive parameters based on a scheme of capable of designating a plurality of reference frame numbers in accordance with mode information of a macroblock basis. A reference frame number is discriminated by the mode information for each macroblock. This embodiment therefore uses a table of predictive parameters as shown in
FIGS. 7 and 8 instead of using a table of combinations of reference frame numbers and predictive parameters as in the first embodiment. That is, index information does not indicate a reference frame number, and only a combination of predictive parameters is designated. - The table in
FIG. 7 shows an example of a combination of predictive parameters when the number of reference frames is one. As predictive parameters, (the number of reference frames+1) parameters, i.e., two parameters (one weighting factor and one offset), are designated for each of a luminance signal (Y) and color difference signals (Cb and Cr). - The table in
FIG. 8 shows an example of a combination of predictive parameters when the number of reference frames is two. In this case, as predictive parameters, (the number of reference frames+1) parameters, i.e., three parameters (two weighting factors and one offset), are designated fro each of a luminance signal (Y) and color difference signals (Cb and Cr). This table is prepared for the encoding side and decoding side each as in the first embodiment. - The third embodiment of the present invention will be described with reference to
FIGS. 9 and 10 . Since the overall arrangements of a video encoding apparatus and video decoding apparatus in this embodiment are almost the same as those in the first embodiment, only the differences from the first and second embodiments will be described below. - In the first and second embodiments, a video is managed on a frame basis. In this embodiment, however, a video is managed on a picture basis. If both a progressive signal and an interlaced signal exist as input picture signals, pictures are not necessarily encoded on a frame basis. In consideration of this, a picture assumes (a) a picture of one frame of a progressive signal, (b) a picture of one frame generated by merging two fields of an interlaced signal, or (c) a picture of one field of an interlaced signal.
- If a picture to be encoded is a picture with a frame structure like (a) or (b), a reference picture used in motion compensation prediction is also managed as a frame regardless of whether the encoded picture, which is the reference picture, has a frame structure or field structure. A reference picture number is assigned to this picture. Likewise, if a picture to be encoded is a picture with a field structure like (c), a reference picture used in motion compensation prediction is also managed as a field regardless of whether the encoded picture, which is the reference picture, has a frame structure or field structure. A reference picture number is assigned to this picture.
- Equations (4), (5), and (6) are examples of predictive equations for reference picture numbers and predictive parameters, which are prepared in the
predictive parameter controller 203. These examples are predictive equations for generating a prediction picture signal by motion compensation prediction using one reference picture signal. -
Y=clip((D 1(i)×R Y(i)+2LY −1)>>L Y +D 2(i)) (4) -
Cb=clip((E 1(i)×(R Cb(i)−128)+2LC −1)>>L C +E 2(i)+128) (5) -
Cr=clip((F 1(i)×(R Cr(i)−128)+2LC −1)>>L C +F 2(i)+128) (6) - where Y is a prediction picture signal of a luminance signal, Cb and Cr are prediction picture signals of two color difference signals, RY(i), RCb(i), and Rcr(i) are the pixel values of the luminance signal and two color difference signals of a reference picture signal with index i, D1(i) and D2(i) are the predictive coefficient and offset of the luminance signal with index i, Ei(i) and E2(i) are the predictive coefficient and offset of the color difference signal Cb with index i, and F1(i) and F2(i) are the predictive coefficient and offset of the color difference signal Cr with index i. Index i indicates a value from 0 (the maximum number of reference pictures−1), and encoded for each block to be encoded (e.g., for each macroblock). The resultant data is then transmitted to the video decoding apparatus.
- The predictive parameters D1(i), D2(i), E1(i), E2(i), F1(i), and F2(i) are represented by values determined in advance between the video encoding apparatus and the video decoding apparatus or a unit of encoding such as a frame, field, or slice, and are encoded together with encoded data to be transmitted from the video encoding apparatus to the video decoding apparatus. With this operation, these parameters are shared by the two apparatuses.
- The equations (4), (5), and (6) are predictive equations wherein powers of 2, i.e., 2, 4, 8, 16, . . . are selected as the denominators of predictive coefficients by which reference picture signals are multiplied. The predictive equations can eliminate the necessity of division and be calculated by arithmetic shifts. This makes it possible to avoid a large increase in calculation cost due to division.
- In equations (4), (5), and (6), “>>” of a>>b represents an operator for arithmetically shifting an integer a to the right by b bits. The function “clip” represents a clipping function for setting the value in “( )” to 0 when it is smaller than 0, and setting the value to 255 when it is larger than 255.
- In this case, assuming that LY is the shift amount of a luminance signal, and LC is the shift amount of a color difference signal. As these shift amounts LY and LC, values determined in advance between the video encoding apparatus and the video decoding apparatus are used. The video encoding apparatus encodes the shift amounts LY and LC, together with a table and encoded data, in a predetermined unit of encoding, e.g., a frame, field, or slice, and transmits the resultant data to the video decoding apparatus. This allows the two apparatuses to share the shift amounts LY and LC.
- In this embodiment, tables of combinations of reference picture numbers and predictive parameters like those shown in
FIGS. 9 and 10 are prepared in thepredictive parameter controller 203 inFIG. 2 . Referring toFIGS. 9 and 10 , index i corresponds to prediction pictures that can be selected for each block. In this case, four types of prediction pictures are present in correspondence with 0 to 3 of index i. “Reference picture number” is, in other words, the number of a local decoded video signal used as a reference picture. - “Flag” is a flag indicating whether or not a predictive equation using a predictive parameter is applied to a reference picture number indicated by index i. If Flag is “0”, motion compensation prediction is performed by using the local decoded video signal corresponding to the reference picture number indicated by index i without using any predictive parameter. If Flag is “1”, a prediction picture is generated according to equations (4), (5), and (6) by using a local decoded video and predictive parameter corresponding to the reference picture number indicated by index i, thus performing motion compensation prediction. This information of Flag is also encoded, together with a table and encoded data, by using a value determined in advance between the video encoding apparatus and the video decoding apparatus or in a predetermined unit of encoding, e.g., a frame, field, or slice, in the video encoding apparatus. The resultant data is transmitted to the video decoding apparatus. This allows the two apparatuses to share the information of Flag.
- In these cases, a prediction picture is generated by using a predictive parameter when index i=0 with respect to a
reference picture number 105, and motion compensation prediction is performed without using any predictive parameter when i=1. As described above, a plurality of predictive schemes may exist for the same reference picture number. - The table shown in
FIG. 9 has predictive parameters D1(i), D2(i), E1(i), E2(i), F1(i), and F2(i) assigned to a luminance signal and two color difference signals in correspondence with equations (4), (5), and (6).FIG. 10 shows an example of a table in which predictive parameters are assigned to only luminance signals. In general, the number of bits of a color difference signal is not very large compared with the number of bits of a luminance signal. For this reason, in order to reduce the amount of calculation required to generate a prediction picture and the number of bits transmitted in a table, a table is prepared, in which predictive parameters for color difference signals are omitted as shown inFIG. 10 and predictive parameters are assigned to only luminance signals. In this case, only equation (4) is used as a predictive equation. - Equations (7) to (12) are predictive equations in a case wherein a plurality of (two in this case) reference pictures are used.
-
P Y(i)=(D 1(i)×R Y(i)+2LY −1)>>L Y +D 2(i) (7) -
P Cb(i)=(E 1(i)×(R Cb(i)−128)+2LC −1)>>L C +E 2(i)+128 (8) -
P Cr(i)=(F 1(i)×(R Cr(i)−128)+2LC −1)>>L C +F 2(i)+128 (9) -
Y=clip((P Y(i)+P Y(j)+1)>>1) (10) -
Cb=clip((P Cb(i)+P Cb(j)+1)>>1) (11) -
Cr=clip((P Cr(i)+P Cr(j)+1)>>1) (12) - The pieces of information of the predictive parameters D1(i), D2(i), E1(i), E2(i), F1(i), F2(i), LY, and LC and Flag are values determined in advance between the video encoding apparatus and the video decoding apparatus or encoded, together with encoded data, in a unit of encoding such as a frame, field, or slice, and are transmitted from the video encoding apparatus to the video decoding apparatus. This allows the two apparatuses to share these pieces of information.
- If a picture to be decoded is a picture having a frame structure, a reference picture used for motion compensation prediction is also managed as a frame regardless of whether a decoded picture as a reference picture has a frame structure or field structure. A reference picture number is assigned to this picture. Likewise, if a picture to be programmed is a picture having a field structure, a reference picture used for motion compensation prediction is also managed as a field regardless of whether a decoded picture as a reference picture has a frame structure or field structure. A reference picture number is assigned to this picture.
-
FIG. 11 shows an example of a syntax in a case wherein index information is encoded in each block. First of all, mode information MODE is present for each block. It is determined in accordance with the mode information MODE whether or not index information IDi indicating the value of index i and index information IDj indicating the value of index j are encoded. Encoded information of motion vector information MVi for the motion compensation prediction of index i and motion vector information MVj for the motion predictive compensation of index j is added as motion vector information for each block after encoded index information. - (About Data Structure of Encoded Bit Stream)
-
FIG. 12 shows a specific example of an encoded bit stream for each block when a prediction picture is generated by using one reference picture. The index information IDi is set after mode information MODE, and the motion vector information MVi is set thereafter. The motion vector information MVi is generally two-dimensional vector information. Depending on a motion compensation method in a block which is indicated by mode information, a plurality of two-dimensional vectors may further be sent. -
FIG. 13 shows a specific example of an encoded bit stream for each block when a prediction picture is generated by using two reference pictures. Index information IDi and index information IDj are set after mode information MODE, and motion vector information MVi and motion vector information MVj are set thereafter. The motion vector information MVi and motion vector information j are generally two-dimensional vector information. Depending on a motion compensation method in a block indicated by mode information, a plurality of two-dimensional vectors may be further sent. - Note that the above structures of a syntax and bit stream can be equally applied to all the embodiments.
- The fourth embodiment of the present invention will be described next with reference to
FIGS. 14 and 15 . Since the overall arrangements of a video encoding apparatus and video decoding apparatus in this embodiment are almost the same as those in the first embodiment, only differences from the first, second, and third embodiments will be described. In the third embodiment, encoding on a frame basis and encoding on a field basis are switched for each picture. In the fourth embodiment, encoding on a frame basis and encoding on a field basis are switched for each macroblock. - When encoding on a frame basis and encoding on a field basis are switched for each macroblock, the same reference picture number indicates different pictures, even within the same picture, depending on whether a macroblock is encoded on the frame basis or on the field basis. For this reason, with the tables shown in
FIGS. 9 and 10 used in the third embodiment, a proper prediction picture signal may not be generated. - In order to solve this problem, in this embodiment, tables of combinations of reference picture numbers and predictive parameters like those shown in
FIGS. 14 and 15 are prepared in apredictive parameter controller 203 inFIG. 2 . Assume that when a macroblock is to be encoded on the field basis, the same predictive parameter as that corresponding to a reference picture number (reference frame index number) used when the macroblock is encoded on the frame basis is used. -
FIG. 14 shows a table used when the macroblock is encoded on a field basis and a picture to be encoded is a top field. The upper and lower rows of each field index column correspond to the top field and bottom field, respectively. As shown inFIG. 14 , frame index j and field index k are related such that when k=2j in the top field, k=2j+1 in the bottom field. Reference frame number m and reference field number n are related such that when n=2m in the top field, n=2m+1 in the bottom field. -
FIG. 15 shows a table used when the macroblock is encoded on a field basis, and a picture to be encoded is a bottom field. As in the table shown inFIG. 14 , the upper and lower rows of each field index column correspond to a top field and the bottom field, respectively. In the table inFIG. 15 , frame index j and field index k are related such that when k=2+1 in the top field, k=2j in the bottom field. This makes it possible to assign a small value as field index k to an in-phase bottom field. The relationship between reference frame number m and reference field number n is the same as that in the table inFIG. 14 . - When the macroblock is to be encoded on a field basis, a frame index and field index are encoded as index information by using the tables shown in
FIGS. 14 and 15 . When the macroblock is to be encoded on a frame basis, only the frame index common to the tables inFIGS. 14 and 15 is index-encoded as index information. - In this embodiment, predictive parameters are assigned to a frame and field by using one table. However, a table for frames and a table for fields may be separately prepared for one picture or slice.
- Each embodiment described above has exemplified the video encoding/decoding scheme using orthogonal transformation on a block basis. Even if, however, another transformation technique such as wavelet transformation is used, the technique of the present invention which has been described in the above embodiments can be used.
- Video encoding and decoding processing according to the present invention may be implemented as hardware (apparatus) or software using a computer. Some processing may be implemented by hardware, and the other processing may be performed by software. According to the present invention, there can be provided a program for causing a computer to execute the above video encoding or video decoding or a storage medium storing the program.
Claims (2)
1. A video decoding method for decoding encoded data obtained by subjecting a video image having luminance and two color differences to prediction encoding to the video image, comprising:
receiving an input of encoded data obtained by encoding, for one or more to-be-decoded blocks, a plurality of combinations comprising (1) a weighting factor for every luminance and two color differences, (2) an offset for every luminance and two color differences, and (3) a flag indicating presence or non-presence of the weighting factor and the offset concerning luminance, and encoding, for a to-be-decoded block, (A) a quantized orthogonal transform coefficient of a prediction error signal concerning luminance and two color differences and (B) a given number of indexes each indicating (a) one combination of the plurality of combinations and (b) a reference image;
deriving the given number of weighting factors and the given number of offsets from the plurality of combinations and the given number of indexes;
generating a prediction image by multiplying the given number of the reference images by the given number of weighting factors corresponding to the reference images and adding the given number of offsets;
generating a prediction error signal by subjecting the quantized orthogonal transform coefficient to inverse quantization and inverse orthogonal transform; and
generating a decoded image signal by calculating a sum of the prediction error signal and the prediction image;
wherein two values of the indexes corresponding to the different reference images respectively indicate an identical combination of the weighting factor and the offset.
2. A video decoding apparatus of decoding encoded data obtained by subjecting a video image having luminance and two color differences to prediction encoding to the video image, comprising:
a receiver configured to receive an input of encoded data obtained by encoding, for one or more to-be-decoded blocks, a plurality of combinations comprising (1) a weighting factor for every luminance and two color differences, (2) an offset for every luminance and two color differences, and (3) a flag indicating presence or non-presence of the weighting factor and the offset concerning luminance, and encoding, for a to-be-decoded block, (A) a quantized orthogonal transform coefficient of a prediction error signal concerning luminance and two color differences and (B) a given number of indexes each indicating (a) one combination of the plurality of combinations and (b) a reference image;
a deriving module configured to derive the given number of weighting factors and the given number of offsets from the plurality of combinations and the given number of indexes;
a first generator configured to generate a prediction image by multiplying the given number of the reference images by the given number of weighting factors corresponding to the reference images and adding the given number of offsets;
a second generator configured to generate a prediction error signal by subjecting the quantized orthogonal transform coefficient to inverse quantization and inverse orthogonal transform; and
a third generator configured to generate a decoded image signal by calculating a sum of the prediction error signal and the prediction image;
wherein two values of the indexes corresponding to the different reference images respectively indicate an identical combination of the weighting factor and the offset.
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US12/492,241 Abandoned US20090262823A1 (en) | 2002-04-18 | 2009-06-26 | Video encoding/ decoding method and apparatus |
US12/492,557 Expired - Fee Related US7852929B2 (en) | 2002-04-18 | 2009-06-26 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/493,954 Expired - Fee Related US7852942B2 (en) | 2002-04-18 | 2009-06-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/493,480 Expired - Fee Related US7852930B2 (en) | 2002-04-18 | 2009-06-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,384 Expired - Fee Related US7852933B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,463 Abandoned US20090262831A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus |
US12/494,561 Abandoned US20090262814A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/494,398 Abandoned US20090262811A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/494,369 Abandoned US20090262827A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/494,548 Abandoned US20090262833A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus |
US12/494,599 Expired - Fee Related US7852935B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,380 Expired - Fee Related US7852932B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,439 Abandoned US20090262830A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus |
US12/494,373 Abandoned US20090262828A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/494,522 Expired - Fee Related US7876827B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,501 Expired - Fee Related US7869515B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,391 Expired - Fee Related US7852934B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,678 Expired - Fee Related US7856058B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,378 Expired - Fee Related US7852931B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,411 Expired - Fee Related US7869514B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,500 Expired - Fee Related US7864854B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,364 Abandoned US20090262810A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
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US12/508,265 Expired - Fee Related US7852943B2 (en) | 2002-04-18 | 2009-07-23 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/509,788 Expired - Fee Related US7869519B2 (en) | 2002-04-18 | 2009-07-27 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,670 Expired - Fee Related US7852947B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,606 Expired - Fee Related US7852946B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,787 Expired - Fee Related US7848412B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,765 Expired - Fee Related US7856061B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,468 Expired - Fee Related US7852945B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,440 Expired - Fee Related US7852944B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/511,108 Expired - Fee Related US7848415B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/511,104 Expired - Fee Related US7864846B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/511,100 Expired - Fee Related US7848414B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/511,093 Expired - Fee Related US7852917B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/511,097 Expired - Fee Related US7848413B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/512,654 Expired - Fee Related US7860163B2 (en) | 2002-04-18 | 2009-07-30 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/512,116 Expired - Fee Related US7864847B2 (en) | 2002-04-18 | 2009-07-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/512,764 Expired - Fee Related US7852918B2 (en) | 2002-04-18 | 2009-07-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/512,089 Abandoned US20100061453A1 (en) | 2002-04-18 | 2009-07-30 | Video encoding/decoding method and apparatus |
US12/576,712 Abandoned US20100027668A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,967 Abandoned US20100027630A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/ decoding method and apparatus |
US12/576,821 Abandoned US20100027669A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,745 Abandoned US20100027626A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,788 Abandoned US20100027629A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,760 Abandoned US20100027627A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,781 Abandoned US20100027628A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/ decoding method and apparatus |
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US12/577,554 Abandoned US20100027638A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,449 Abandoned US20100027634A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,231 Abandoned US20100027631A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,523 Abandoned US20100027670A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,426 Abandoned US20100027633A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,542 Abandoned US20100027636A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/ decoding method and apparatus |
US12/577,562 Abandoned US20100027639A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/ decoding method and apparatus |
US12/577,556 Abandoned US20100027671A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/ decoding method and apparatus |
US12/577,437 Abandoned US20100098158A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,481 Abandoned US20100027635A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,407 Abandoned US20100027632A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,551 Abandoned US20100027637A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/ decoding method and apparatus |
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US12/577,752 Abandoned US20100027643A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/578,206 Abandoned US20100027648A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,232 Abandoned US20100027650A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
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US12/577,757 Expired - Fee Related US7881381B2 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/577,743 Abandoned US20100027640A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
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US12/578,015 Abandoned US20100027647A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
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US12/577,748 Abandoned US20100027642A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
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US12/580,087 Abandoned US20100098168A1 (en) | 2002-04-18 | 2009-10-15 | Video encoding/decoding method and apparatus |
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US12/580,284 Abandoned US20100034283A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding mehtod and apparatus |
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US12/637,966 Abandoned US20100091874A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
US12/638,258 Abandoned US20100091856A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
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US12/638,541 Abandoned US20100086046A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/637,782 Abandoned US20100091853A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/640,045 Abandoned US20100098160A1 (en) | 2002-04-18 | 2009-12-17 | Video encoding/decoding method and apparatus |
US12/685,932 Abandoned US20100111176A1 (en) | 2002-04-18 | 2010-01-12 | Video encoding/decoding method and apparatus |
US12/685,950 Abandoned US20100111177A1 (en) | 2002-04-18 | 2010-01-12 | Video encoding/decoding method and apparatus |
US12/685,974 Abandoned US20100111186A1 (en) | 2002-04-18 | 2010-01-12 | Video encoding/decoding method and apparatus |
US12/686,409 Expired - Fee Related US7885328B2 (en) | 2002-04-18 | 2010-01-13 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/686,407 Expired - Fee Related US7876831B2 (en) | 2002-04-18 | 2010-01-13 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/687,219 Expired - Fee Related US7869508B2 (en) | 2002-04-18 | 2010-01-14 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/687,161 Expired - Fee Related US7869507B2 (en) | 2002-04-18 | 2010-01-14 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/687,474 Abandoned US20100118964A1 (en) | 2002-04-18 | 2010-01-14 | Video encoding/decoding method and apparatus |
US12/687,179 Expired - Fee Related US7864848B2 (en) | 2002-04-18 | 2010-01-14 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/687,445 Abandoned US20100118954A1 (en) | 2002-04-18 | 2010-01-14 | Video encoding/decoding method and apparatus |
US12/687,384 Abandoned US20100111190A1 (en) | 2002-04-18 | 2010-01-14 | Video encoding/decoding method and apparatus |
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US12/688,480 Abandoned US20100118952A1 (en) | 2002-04-18 | 2010-01-15 | Video encoding/ decoding method and apparatus |
US12/688,334 Abandoned US20100118950A1 (en) | 2002-04-18 | 2010-01-15 | Video encoding/ decoding method and apparatus |
US12/688,498 Abandoned US20100118953A1 (en) | 2002-04-18 | 2010-01-15 | Video encoding/decoding method and apparatus |
US12/688,444 Abandoned US20100118951A1 (en) | 2002-04-18 | 2010-01-15 | Video encoding/decoding method and apparatus |
US12/687,959 Abandoned US20100118955A1 (en) | 2002-04-18 | 2010-01-15 | Video encoding/decoding method and apparatus |
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US12/693,472 Abandoned US20100124280A1 (en) | 2002-04-18 | 2010-01-26 | Video encoding/decoding method and apparatus |
US12/693,817 Abandoned US20100124282A1 (en) | 2002-04-18 | 2010-01-26 | Video encoding/decoding method and apparatus |
US12/693,478 Abandoned US20100124281A1 (en) | 2002-04-18 | 2010-01-26 | Video encoding/ decoding method and apparatus |
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US12/694,311 Abandoned US20100128783A1 (en) | 2002-04-18 | 2010-01-27 | Video encoding/decoding method and apparatus |
US12/694,320 Abandoned US20100128784A1 (en) | 2002-04-18 | 2010-01-27 | Video encoding/decoding method and apparatus |
US12/696,095 Abandoned US20100128785A1 (en) | 2002-04-18 | 2010-01-29 | Video encoding/decoding method and apparatus |
US12/760,630 Abandoned US20100195726A1 (en) | 2002-04-18 | 2010-04-15 | Video encoding/decoding method and apparatus |
US12/760,653 Abandoned US20100195718A1 (en) | 2002-04-18 | 2010-04-15 | Video encoding/decoding method and apparatus |
US12/760,644 Abandoned US20100195717A1 (en) | 2002-04-18 | 2010-04-15 | Video encoding/decoding method and apparatus |
US12/760,611 Abandoned US20100195725A1 (en) | 2002-04-18 | 2010-04-15 | Video encoding/decoding method and apparatus |
US12/761,465 Abandoned US20100195727A1 (en) | 2002-04-18 | 2010-04-16 | Video encoding/decoding method and apparatus |
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US12/481,673 Abandoned US20090252222A1 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus |
US12/482,234 Expired - Fee Related US7864852B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,886 Expired - Fee Related US7889796B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,727 Expired - Fee Related US7869511B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and for motion compensation prediction |
US12/481,660 Expired - Fee Related US7848417B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,688 Expired - Fee Related US7876824B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,794 Expired - Fee Related US7869512B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,721 Expired - Fee Related US7873109B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/481,840 Expired - Fee Related US7843996B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/482,094 Expired - Fee Related US7889797B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,760 Expired - Fee Related US7848419B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/482,212 Expired - Fee Related US7852924B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,846 Expired - Fee Related US7848420B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,695 Expired - Fee Related US7852922B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/481,720 Expired - Fee Related US7869510B2 (en) | 2002-04-18 | 2009-06-10 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/491,346 Expired - Fee Related US7852925B2 (en) | 2002-04-18 | 2009-06-25 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/491,829 Abandoned US20090257495A1 (en) | 2002-04-18 | 2009-06-25 | Video encoding/decoding method and apparatus |
US12/491,375 Expired - Fee Related US7869520B2 (en) | 2002-04-18 | 2009-06-25 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/491,347 Expired - Fee Related US7852926B2 (en) | 2002-04-18 | 2009-06-25 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/491,271 Expired - Fee Related US7876826B2 (en) | 2002-04-18 | 2009-06-25 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/491,400 Abandoned US20090262805A1 (en) | 2002-04-18 | 2009-06-25 | Video encoding/ decoding method and apparatus |
US12/491,398 Expired - Fee Related US7869521B2 (en) | 2002-04-18 | 2009-06-25 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/492,190 Abandoned US20090262822A1 (en) | 2002-04-18 | 2009-06-26 | Video encoding/ decoding method and apparatus |
US12/492,459 Expired - Fee Related US7852928B2 (en) | 2002-04-18 | 2009-06-26 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/492,384 Expired - Fee Related US7852927B2 (en) | 2002-04-18 | 2009-06-26 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/492,272 Abandoned US20090262807A1 (en) | 2002-04-18 | 2009-06-26 | Video encoding/decoding method and apparatus |
US12/492,228 Abandoned US20090262806A1 (en) | 2002-04-18 | 2009-06-26 | Video encoding/decoding method and apparatus |
US12/492,503 Expired - Lifetime US7864853B2 (en) | 2002-04-18 | 2009-06-26 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/492,249 Abandoned US20090262824A1 (en) | 2002-04-18 | 2009-06-26 | Video encoding/decoding method and apparatus |
US12/492,241 Abandoned US20090262823A1 (en) | 2002-04-18 | 2009-06-26 | Video encoding/ decoding method and apparatus |
US12/492,557 Expired - Fee Related US7852929B2 (en) | 2002-04-18 | 2009-06-26 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/493,954 Expired - Fee Related US7852942B2 (en) | 2002-04-18 | 2009-06-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/493,480 Expired - Fee Related US7852930B2 (en) | 2002-04-18 | 2009-06-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,384 Expired - Fee Related US7852933B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,463 Abandoned US20090262831A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus |
US12/494,561 Abandoned US20090262814A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/494,398 Abandoned US20090262811A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/494,369 Abandoned US20090262827A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/494,548 Abandoned US20090262833A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus |
US12/494,599 Expired - Fee Related US7852935B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,380 Expired - Fee Related US7852932B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,439 Abandoned US20090262830A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus |
US12/494,373 Abandoned US20090262828A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/494,522 Expired - Fee Related US7876827B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,501 Expired - Fee Related US7869515B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,391 Expired - Fee Related US7852934B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,678 Expired - Fee Related US7856058B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,378 Expired - Fee Related US7852931B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,411 Expired - Fee Related US7869514B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,500 Expired - Fee Related US7864854B2 (en) | 2002-04-18 | 2009-06-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/494,364 Abandoned US20090262810A1 (en) | 2002-04-18 | 2009-06-30 | Video encoding/ decoding method and apparatus |
US12/508,260 Expired - Fee Related US7848431B2 (en) | 2002-04-18 | 2009-07-23 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/508,265 Expired - Fee Related US7852943B2 (en) | 2002-04-18 | 2009-07-23 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/509,788 Expired - Fee Related US7869519B2 (en) | 2002-04-18 | 2009-07-27 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,670 Expired - Fee Related US7852947B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,606 Expired - Fee Related US7852946B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,787 Expired - Fee Related US7848412B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,765 Expired - Fee Related US7856061B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,468 Expired - Fee Related US7852945B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/510,440 Expired - Fee Related US7852944B2 (en) | 2002-04-18 | 2009-07-28 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/511,108 Expired - Fee Related US7848415B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/511,104 Expired - Fee Related US7864846B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/511,100 Expired - Fee Related US7848414B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/511,093 Expired - Fee Related US7852917B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/511,097 Expired - Fee Related US7848413B2 (en) | 2002-04-18 | 2009-07-29 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/512,654 Expired - Fee Related US7860163B2 (en) | 2002-04-18 | 2009-07-30 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/512,116 Expired - Fee Related US7864847B2 (en) | 2002-04-18 | 2009-07-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/512,764 Expired - Fee Related US7852918B2 (en) | 2002-04-18 | 2009-07-30 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/512,089 Abandoned US20100061453A1 (en) | 2002-04-18 | 2009-07-30 | Video encoding/decoding method and apparatus |
US12/576,712 Abandoned US20100027668A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,967 Abandoned US20100027630A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/ decoding method and apparatus |
US12/576,821 Abandoned US20100027669A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,745 Abandoned US20100027626A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,788 Abandoned US20100027629A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,760 Abandoned US20100027627A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/decoding method and apparatus |
US12/576,781 Abandoned US20100027628A1 (en) | 2002-04-18 | 2009-10-09 | Video encoding/ decoding method and apparatus |
US12/577,398 Abandoned US20100118962A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,554 Abandoned US20100027638A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,449 Abandoned US20100027634A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,231 Abandoned US20100027631A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,523 Abandoned US20100027670A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,426 Abandoned US20100027633A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,542 Abandoned US20100027636A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/ decoding method and apparatus |
US12/577,562 Abandoned US20100027639A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/ decoding method and apparatus |
US12/577,556 Abandoned US20100027671A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/ decoding method and apparatus |
US12/577,437 Abandoned US20100098158A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,481 Abandoned US20100027635A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,407 Abandoned US20100027632A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/decoding method and apparatus |
US12/577,551 Abandoned US20100027637A1 (en) | 2002-04-18 | 2009-10-12 | Video encoding/ decoding method and apparatus |
US12/578,211 Abandoned US20100027649A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/577,752 Abandoned US20100027643A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/578,206 Abandoned US20100027648A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,232 Abandoned US20100027650A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/577,762 Abandoned US20100027645A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/578,049 Abandoned US20100034261A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/577,757 Expired - Fee Related US7881381B2 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/577,743 Abandoned US20100027640A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,378 Abandoned US20100027676A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,015 Abandoned US20100027647A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/578,009 Abandoned US20100027646A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,145 Expired - Fee Related US7881382B2 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/577,748 Abandoned US20100027642A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/577,772 Abandoned US20100034267A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,242 Abandoned US20100034275A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/578,344 Abandoned US20100027651A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,293 Abandoned US20100118946A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/577,754 Expired - Fee Related US7881380B2 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus for motion compensation prediction |
US12/577,744 Abandoned US20100027641A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/578,075 Abandoned US20100027674A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,084 Abandoned US20100027658A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/ decoding method and apparatus |
US12/578,199 Expired - Fee Related US7881383B2 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/577,794 Abandoned US20100027673A1 (en) | 2002-04-18 | 2009-10-13 | Video encoding/decoding method and apparatus |
US12/578,882 Abandoned US20100027652A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/decoding method and apparatus |
US12/579,181 Abandoned US20100034280A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/decoding method and apparatus |
US12/578,615 Abandoned US20100034263A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/ decoding method and apparatus |
US12/578,821 Abandoned US20100034276A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/decoding method and apparatus |
US12/579,082 Abandoned US20100034278A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/ decoding method and apparatus |
US12/579,215 Abandoned US20100034282A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/decoding method and apparatus |
US12/579,071 Abandoned US20100034277A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/ decoding method and apparatus |
US12/579,235 Abandoned US20100027677A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/decoding method and apparatus |
US12/579,214 Abandoned US20100034281A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/decoding method and apparatus |
US12/579,157 Abandoned US20100034279A1 (en) | 2002-04-18 | 2009-10-14 | Video encoding/ decoding method and apparatus |
US12/580,074 Abandoned US20100040144A1 (en) | 2002-04-18 | 2009-10-15 | Video encoding/decoding method and apparatus |
US12/580,037 Expired - Fee Related US7869506B2 (en) | 2002-04-18 | 2009-10-15 | Video encoding/decoding method and apparatus for motion compensation prediction |
US12/580,087 Abandoned US20100098168A1 (en) | 2002-04-18 | 2009-10-15 | Video encoding/decoding method and apparatus |
US12/580,282 Abandoned US20100034266A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding mehtod and apparatus |
US12/580,284 Abandoned US20100034283A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding mehtod and apparatus |
US12/580,892 Abandoned US20100040145A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding method and apparatus |
US12/580,286 Abandoned US20100034284A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding mehtod and apparatus |
US12/580,552 Abandoned US20100034285A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding method and apparatus |
US12/580,874 Abandoned US20100034264A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding method and apparatus |
US12/580,857 Abandoned US20100034259A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding method and apparatus |
US12/580,568 Abandoned US20100040147A1 (en) | 2002-04-18 | 2009-10-16 | Video encoding/decoding method and apparatus |
US12/632,455 Abandoned US20100080301A1 (en) | 2002-04-18 | 2009-12-07 | Video encoding/decoding method and apparatus |
US12/631,962 Abandoned US20100086038A1 (en) | 2002-04-18 | 2009-12-07 | Video encoding/decoding method and apparatus |
US12/631,955 Abandoned US20100086037A1 (en) | 2002-04-18 | 2009-12-07 | Video encoding/decoding method and apparatus |
US12/631,987 Abandoned US20100086040A1 (en) | 2002-04-18 | 2009-12-07 | Video encoding/decoding method and apparatus |
US12/632,430 Abandoned US20100080300A1 (en) | 2002-04-18 | 2009-12-07 | Video encoding/decoding method and apparatus |
US12/631,976 Abandoned US20100086039A1 (en) | 2002-04-18 | 2009-12-07 | Video encoding/decoding method and apparatus |
US12/634,714 Abandoned US20100091865A1 (en) | 2002-04-18 | 2009-12-10 | Video encoding/decoding method and apparatus |
US12/635,133 Abandoned US20100086054A1 (en) | 2002-04-18 | 2009-12-10 | Video encoding/ decoding method and apparatus |
US12/635,100 Abandoned US20100086047A1 (en) | 2002-04-18 | 2009-12-10 | Video encoding/ decoding method and apparatus |
US12/635,039 Abandoned US20100086041A1 (en) | 2002-04-18 | 2009-12-10 | Video encoding/ decoding method and apparatus |
US12/636,475 Abandoned US20100091849A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/decoding method and apparatus |
US12/636,385 Abandoned US20100086045A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/decoding method and apparatus |
US12/635,733 Abandoned US20100091847A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/decoding method and apparatus |
US12/636,404 Abandoned US20100091848A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/decoding method and apparatus |
US12/635,738 Abandoned US20100091866A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/decoding method and apparatus |
US12/635,840 Abandoned US20100091867A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/ decoding method and apparatus |
US12/635,914 Abandoned US20100091868A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/ decoding method and apparatus |
US12/636,324 Abandoned US20100086044A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/decoding method and apparatus |
US12/636,059 Abandoned US20100086042A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/decoding method and apparatus |
US12/636,161 Abandoned US20100086043A1 (en) | 2002-04-18 | 2009-12-11 | Video encoding/decoding method and apparatus |
US12/637,332 Abandoned US20100091851A1 (en) | 2002-04-18 | 2009-12-14 | Video encoding/decoding method and apparatus |
US12/637,147 Abandoned US20100091871A1 (en) | 2002-04-18 | 2009-12-14 | Video encoding/ decoding method and apparatus |
US12/637,136 Abandoned US20100091870A1 (en) | 2002-04-18 | 2009-12-14 | Video encoding/ decoding method and apparatus |
US12/637,116 Abandoned US20100091850A1 (en) | 2002-04-18 | 2009-12-14 | Video encoding/ decoding method and apparatus |
US12/637,075 Abandoned US20100091869A1 (en) | 2002-04-18 | 2009-12-14 | Video encoding/ decoding method and apparatus |
US12/638,495 Abandoned US20100086056A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/638,420 Abandoned US20100086055A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/638,119 Abandoned US20100091877A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/637,966 Abandoned US20100091874A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
US12/638,258 Abandoned US20100091856A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
US12/637,842 Abandoned US20100091854A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
US12/637,993 Abandoned US20100091876A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
US12/638,187 Abandoned US20100098172A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/637,866 Abandoned US20100098171A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/637,785 Abandoned US20100091872A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/637,981 Abandoned US20100091875A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
US12/637,994 Abandoned US20100091855A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
US12/637,880 Abandoned US20100098159A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/decoding method and apparatus |
US12/637,781 Abandoned US20100091852A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/637,801 Abandoned US20100091873A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/638,541 Abandoned US20100086046A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/637,782 Abandoned US20100091853A1 (en) | 2002-04-18 | 2009-12-15 | Video encoding/ decoding method and apparatus |
US12/640,045 Abandoned US20100098160A1 (en) | 2002-04-18 | 2009-12-17 | Video encoding/decoding method and apparatus |
US12/685,932 Abandoned US20100111176A1 (en) | 2002-04-18 | 2010-01-12 | Video encoding/decoding method and apparatus |
US12/685,950 Abandoned US20100111177A1 (en) | 2002-04-18 | 2010-01-12 | Video encoding/decoding method and apparatus |
US12/685,974 Abandoned US20100111186A1 (en) | 2002-04-18 | 2010-01-12 | Video encoding/decoding method and apparatus |
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- 2009-06-26 US US12/492,384 patent/US7852927B2/en not_active Expired - Fee Related
- 2009-06-26 US US12/492,272 patent/US20090262807A1/en not_active Abandoned
- 2009-06-26 US US12/492,228 patent/US20090262806A1/en not_active Abandoned
- 2009-06-26 US US12/492,503 patent/US7864853B2/en not_active Expired - Lifetime
- 2009-06-26 US US12/492,249 patent/US20090262824A1/en not_active Abandoned
- 2009-06-26 US US12/492,241 patent/US20090262823A1/en not_active Abandoned
- 2009-06-26 US US12/492,557 patent/US7852929B2/en not_active Expired - Fee Related
- 2009-06-29 US US12/493,954 patent/US7852942B2/en not_active Expired - Fee Related
- 2009-06-29 US US12/493,480 patent/US7852930B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,384 patent/US7852933B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,463 patent/US20090262831A1/en not_active Abandoned
- 2009-06-30 US US12/494,561 patent/US20090262814A1/en not_active Abandoned
- 2009-06-30 US US12/494,398 patent/US20090262811A1/en not_active Abandoned
- 2009-06-30 US US12/494,369 patent/US20090262827A1/en not_active Abandoned
- 2009-06-30 US US12/494,548 patent/US20090262833A1/en not_active Abandoned
- 2009-06-30 US US12/494,599 patent/US7852935B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,380 patent/US7852932B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,439 patent/US20090262830A1/en not_active Abandoned
- 2009-06-30 US US12/494,373 patent/US20090262828A1/en not_active Abandoned
- 2009-06-30 US US12/494,522 patent/US7876827B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,501 patent/US7869515B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,391 patent/US7852934B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,678 patent/US7856058B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,378 patent/US7852931B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,411 patent/US7869514B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,500 patent/US7864854B2/en not_active Expired - Fee Related
- 2009-06-30 US US12/494,364 patent/US20090262810A1/en not_active Abandoned
- 2009-07-23 US US12/508,260 patent/US7848431B2/en not_active Expired - Fee Related
- 2009-07-23 US US12/508,265 patent/US7852943B2/en not_active Expired - Fee Related
- 2009-07-27 US US12/509,788 patent/US7869519B2/en not_active Expired - Fee Related
- 2009-07-28 US US12/510,670 patent/US7852947B2/en not_active Expired - Fee Related
- 2009-07-28 US US12/510,606 patent/US7852946B2/en not_active Expired - Fee Related
- 2009-07-28 US US12/510,787 patent/US7848412B2/en not_active Expired - Fee Related
- 2009-07-28 US US12/510,765 patent/US7856061B2/en not_active Expired - Fee Related
- 2009-07-28 US US12/510,468 patent/US7852945B2/en not_active Expired - Fee Related
- 2009-07-28 US US12/510,440 patent/US7852944B2/en not_active Expired - Fee Related
- 2009-07-29 US US12/511,108 patent/US7848415B2/en not_active Expired - Fee Related
- 2009-07-29 US US12/511,104 patent/US7864846B2/en not_active Expired - Fee Related
- 2009-07-29 US US12/511,100 patent/US7848414B2/en not_active Expired - Fee Related
- 2009-07-29 US US12/511,093 patent/US7852917B2/en not_active Expired - Fee Related
- 2009-07-29 US US12/511,097 patent/US7848413B2/en not_active Expired - Fee Related
- 2009-07-30 US US12/512,654 patent/US7860163B2/en not_active Expired - Fee Related
- 2009-07-30 US US12/512,116 patent/US7864847B2/en not_active Expired - Fee Related
- 2009-07-30 US US12/512,764 patent/US7852918B2/en not_active Expired - Fee Related
- 2009-07-30 US US12/512,089 patent/US20100061453A1/en not_active Abandoned
- 2009-10-09 US US12/576,712 patent/US20100027668A1/en not_active Abandoned
- 2009-10-09 US US12/576,967 patent/US20100027630A1/en not_active Abandoned
- 2009-10-09 US US12/576,821 patent/US20100027669A1/en not_active Abandoned
- 2009-10-09 US US12/576,745 patent/US20100027626A1/en not_active Abandoned
- 2009-10-09 US US12/576,788 patent/US20100027629A1/en not_active Abandoned
- 2009-10-09 US US12/576,760 patent/US20100027627A1/en not_active Abandoned
- 2009-10-09 US US12/576,781 patent/US20100027628A1/en not_active Abandoned
- 2009-10-12 US US12/577,398 patent/US20100118962A1/en not_active Abandoned
- 2009-10-12 US US12/577,554 patent/US20100027638A1/en not_active Abandoned
- 2009-10-12 US US12/577,449 patent/US20100027634A1/en not_active Abandoned
- 2009-10-12 US US12/577,231 patent/US20100027631A1/en not_active Abandoned
- 2009-10-12 US US12/577,523 patent/US20100027670A1/en not_active Abandoned
- 2009-10-12 US US12/577,426 patent/US20100027633A1/en not_active Abandoned
- 2009-10-12 US US12/577,542 patent/US20100027636A1/en not_active Abandoned
- 2009-10-12 US US12/577,562 patent/US20100027639A1/en not_active Abandoned
- 2009-10-12 US US12/577,556 patent/US20100027671A1/en not_active Abandoned
- 2009-10-12 US US12/577,437 patent/US20100098158A1/en not_active Abandoned
- 2009-10-12 US US12/577,481 patent/US20100027635A1/en not_active Abandoned
- 2009-10-12 US US12/577,407 patent/US20100027632A1/en not_active Abandoned
- 2009-10-12 US US12/577,551 patent/US20100027637A1/en not_active Abandoned
- 2009-10-13 US US12/578,211 patent/US20100027649A1/en not_active Abandoned
- 2009-10-13 US US12/577,752 patent/US20100027643A1/en not_active Abandoned
- 2009-10-13 US US12/578,206 patent/US20100027648A1/en not_active Abandoned
- 2009-10-13 US US12/578,232 patent/US20100027650A1/en not_active Abandoned
- 2009-10-13 US US12/577,762 patent/US20100027645A1/en not_active Abandoned
- 2009-10-13 US US12/578,049 patent/US20100034261A1/en not_active Abandoned
- 2009-10-13 US US12/577,757 patent/US7881381B2/en not_active Expired - Fee Related
- 2009-10-13 US US12/577,743 patent/US20100027640A1/en not_active Abandoned
- 2009-10-13 US US12/578,378 patent/US20100027676A1/en not_active Abandoned
- 2009-10-13 US US12/578,015 patent/US20100027647A1/en not_active Abandoned
- 2009-10-13 US US12/578,009 patent/US20100027646A1/en not_active Abandoned
- 2009-10-13 US US12/578,145 patent/US7881382B2/en not_active Expired - Fee Related
- 2009-10-13 US US12/577,748 patent/US20100027642A1/en not_active Abandoned
- 2009-10-13 US US12/577,772 patent/US20100034267A1/en not_active Abandoned
- 2009-10-13 US US12/578,242 patent/US20100034275A1/en not_active Abandoned
- 2009-10-13 US US12/578,344 patent/US20100027651A1/en not_active Abandoned
- 2009-10-13 US US12/578,293 patent/US20100118946A1/en not_active Abandoned
- 2009-10-13 US US12/577,754 patent/US7881380B2/en not_active Expired - Fee Related
- 2009-10-13 US US12/577,744 patent/US20100027641A1/en not_active Abandoned
- 2009-10-13 US US12/578,075 patent/US20100027674A1/en not_active Abandoned
- 2009-10-13 US US12/578,084 patent/US20100027658A1/en not_active Abandoned
- 2009-10-13 US US12/578,199 patent/US7881383B2/en not_active Expired - Fee Related
- 2009-10-13 US US12/577,794 patent/US20100027673A1/en not_active Abandoned
- 2009-10-14 US US12/578,882 patent/US20100027652A1/en not_active Abandoned
- 2009-10-14 US US12/579,181 patent/US20100034280A1/en not_active Abandoned
- 2009-10-14 US US12/578,615 patent/US20100034263A1/en not_active Abandoned
- 2009-10-14 US US12/578,821 patent/US20100034276A1/en not_active Abandoned
- 2009-10-14 US US12/579,082 patent/US20100034278A1/en not_active Abandoned
- 2009-10-14 US US12/579,215 patent/US20100034282A1/en not_active Abandoned
- 2009-10-14 US US12/579,071 patent/US20100034277A1/en not_active Abandoned
- 2009-10-14 US US12/579,235 patent/US20100027677A1/en not_active Abandoned
- 2009-10-14 US US12/579,214 patent/US20100034281A1/en not_active Abandoned
- 2009-10-14 US US12/579,157 patent/US20100034279A1/en not_active Abandoned
- 2009-10-15 US US12/580,074 patent/US20100040144A1/en not_active Abandoned
- 2009-10-15 US US12/580,037 patent/US7869506B2/en not_active Expired - Fee Related
- 2009-10-15 US US12/580,087 patent/US20100098168A1/en not_active Abandoned
- 2009-10-16 US US12/580,282 patent/US20100034266A1/en not_active Abandoned
- 2009-10-16 US US12/580,284 patent/US20100034283A1/en not_active Abandoned
- 2009-10-16 US US12/580,892 patent/US20100040145A1/en not_active Abandoned
- 2009-10-16 US US12/580,286 patent/US20100034284A1/en not_active Abandoned
- 2009-10-16 US US12/580,552 patent/US20100034285A1/en not_active Abandoned
- 2009-10-16 US US12/580,874 patent/US20100034264A1/en not_active Abandoned
- 2009-10-16 US US12/580,857 patent/US20100034259A1/en not_active Abandoned
- 2009-10-16 US US12/580,568 patent/US20100040147A1/en not_active Abandoned
- 2009-12-07 US US12/632,455 patent/US20100080301A1/en not_active Abandoned
- 2009-12-07 US US12/631,962 patent/US20100086038A1/en not_active Abandoned
- 2009-12-07 US US12/631,955 patent/US20100086037A1/en not_active Abandoned
- 2009-12-07 US US12/631,987 patent/US20100086040A1/en not_active Abandoned
- 2009-12-07 US US12/632,430 patent/US20100080300A1/en not_active Abandoned
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- 2009-12-10 US US12/634,714 patent/US20100091865A1/en not_active Abandoned
- 2009-12-10 US US12/635,133 patent/US20100086054A1/en not_active Abandoned
- 2009-12-10 US US12/635,100 patent/US20100086047A1/en not_active Abandoned
- 2009-12-10 US US12/635,039 patent/US20100086041A1/en not_active Abandoned
- 2009-12-11 US US12/636,475 patent/US20100091849A1/en not_active Abandoned
- 2009-12-11 US US12/636,385 patent/US20100086045A1/en not_active Abandoned
- 2009-12-11 US US12/635,733 patent/US20100091847A1/en not_active Abandoned
- 2009-12-11 US US12/636,404 patent/US20100091848A1/en not_active Abandoned
- 2009-12-11 US US12/635,738 patent/US20100091866A1/en not_active Abandoned
- 2009-12-11 US US12/635,840 patent/US20100091867A1/en not_active Abandoned
- 2009-12-11 US US12/635,914 patent/US20100091868A1/en not_active Abandoned
- 2009-12-11 US US12/636,324 patent/US20100086044A1/en not_active Abandoned
- 2009-12-11 US US12/636,059 patent/US20100086042A1/en not_active Abandoned
- 2009-12-11 US US12/636,161 patent/US20100086043A1/en not_active Abandoned
- 2009-12-14 US US12/637,332 patent/US20100091851A1/en not_active Abandoned
- 2009-12-14 US US12/637,147 patent/US20100091871A1/en not_active Abandoned
- 2009-12-14 US US12/637,136 patent/US20100091870A1/en not_active Abandoned
- 2009-12-14 US US12/637,116 patent/US20100091850A1/en not_active Abandoned
- 2009-12-14 US US12/637,075 patent/US20100091869A1/en not_active Abandoned
- 2009-12-15 US US12/638,495 patent/US20100086056A1/en not_active Abandoned
- 2009-12-15 US US12/638,420 patent/US20100086055A1/en not_active Abandoned
- 2009-12-15 US US12/638,119 patent/US20100091877A1/en not_active Abandoned
- 2009-12-15 US US12/637,966 patent/US20100091874A1/en not_active Abandoned
- 2009-12-15 US US12/638,258 patent/US20100091856A1/en not_active Abandoned
- 2009-12-15 US US12/637,842 patent/US20100091854A1/en not_active Abandoned
- 2009-12-15 US US12/637,993 patent/US20100091876A1/en not_active Abandoned
- 2009-12-15 US US12/638,187 patent/US20100098172A1/en not_active Abandoned
- 2009-12-15 US US12/637,866 patent/US20100098171A1/en not_active Abandoned
- 2009-12-15 US US12/637,785 patent/US20100091872A1/en not_active Abandoned
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- 2009-12-15 US US12/637,994 patent/US20100091855A1/en not_active Abandoned
- 2009-12-15 US US12/637,880 patent/US20100098159A1/en not_active Abandoned
- 2009-12-15 US US12/637,781 patent/US20100091852A1/en not_active Abandoned
- 2009-12-15 US US12/637,801 patent/US20100091873A1/en not_active Abandoned
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- 2009-12-15 US US12/637,782 patent/US20100091853A1/en not_active Abandoned
- 2009-12-17 US US12/640,045 patent/US20100098160A1/en not_active Abandoned
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2010
- 2010-01-12 US US12/685,932 patent/US20100111176A1/en not_active Abandoned
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- 2010-01-12 US US12/685,974 patent/US20100111186A1/en not_active Abandoned
- 2010-01-13 US US12/686,409 patent/US7885328B2/en not_active Expired - Fee Related
- 2010-01-13 US US12/686,407 patent/US7876831B2/en not_active Expired - Fee Related
- 2010-01-14 US US12/687,219 patent/US7869508B2/en not_active Expired - Fee Related
- 2010-01-14 US US12/687,161 patent/US7869507B2/en not_active Expired - Fee Related
- 2010-01-14 US US12/687,474 patent/US20100118964A1/en not_active Abandoned
- 2010-01-14 US US12/687,179 patent/US7864848B2/en not_active Expired - Fee Related
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- 2010-01-15 US US12/688,521 patent/US20100118966A1/en not_active Abandoned
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- 2010-01-15 US US12/688,498 patent/US20100118953A1/en not_active Abandoned
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- 2010-01-19 US US12/689,497 patent/US20100118967A1/en not_active Abandoned
- 2010-01-20 US US12/690,650 patent/US20100118968A1/en not_active Abandoned
- 2010-01-26 US US12/693,851 patent/US20100124283A1/en not_active Abandoned
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- 2010-01-27 US US12/694,304 patent/US20100128782A1/en not_active Abandoned
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- 2010-01-27 US US12/694,320 patent/US20100128784A1/en not_active Abandoned
- 2010-01-29 US US12/696,095 patent/US20100128785A1/en not_active Abandoned
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- 2010-04-19 US US12/762,466 patent/US20100202514A1/en not_active Abandoned
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- 2010-04-22 US US12/765,020 patent/US20100202529A1/en not_active Abandoned
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- 2010-04-22 US US12/765,002 patent/US20100202516A1/en not_active Abandoned
- 2010-04-23 US US12/766,294 patent/US20100202517A1/en not_active Abandoned
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- 2010-04-23 US US12/766,388 patent/US20100208822A1/en not_active Abandoned
- 2010-04-23 US US12/766,188 patent/US20100208821A1/en not_active Abandoned
- 2010-04-27 US US12/768,225 patent/US20100202520A1/en not_active Abandoned
- 2010-04-27 US US12/768,156 patent/US20100202530A1/en not_active Abandoned
- 2010-05-28 US US12/790,450 patent/US20100239004A1/en not_active Abandoned
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- 2010-05-28 US US12/789,529 patent/US20100232502A1/en not_active Abandoned
- 2010-05-28 US US12/789,510 patent/US20100239007A1/en not_active Abandoned
- 2010-06-01 US US12/791,436 patent/US20100239012A1/en not_active Abandoned
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