JPH08181863A - Gradation conversion curve generation device - Google Patents

Abstract

PURPOSE: To provide a correction gradation curve generation device which can obtain a gradation conversion curve correcting the fluctuation in aged gradation characteristics of an image forming device and the variation of characteristics in respective devices by simple calculation by the use of the storage means of limited capacity and which can arbitrarily correct the gradation conversion characteristic of a desired gradation area. CONSTITUTION: The gradation component <j> bi } of the correction gradation curve<j> B corresponding to the numeric value of a gradation adjustment key in the color balance adjustment part of a copying machine is read from ROM 416. Then, γ conversion circuit 410 calculates ci =(w1 .<1> bi +w2 .<2> bi )/-(w1 +w2 ) (w1 and w2 are weight coefficients). The gradation conversion curve D changing the gradation conversion characteristic of a reference gradation conversion curve A is calculated by di =cfi :fi=ai by using the gradation component<j> ci } of the calculated correction gradation curve C. Then, the gradation of recording data on a printer 412 is converted by the gradation conversion curve D changing the gradation conversion characteristic.

Description

Detailed Description of the Invention

[0001]

BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a digital type copying machine,
A correction gradation curve that is suitably used for an image processing apparatus of an image forming apparatus such as a printer or a FAX and that corrects the gradation conversion characteristic of a reference gradation curve for gradation conversion of image data read by a document reading apparatus is provided. The present invention relates to a corrected gradation curve generating device.

[0002]

2. Description of the Related Art In digital color copiers, color scanners, etc., the density gradation of a recorded image on a transfer paper output from a printer based on image data obtained by reading an original image having gradation. A gradation conversion device that performs gradation conversion of image data is provided for consistency. However, in general, it is not easy to accurately grasp the characteristics of the original document's density distribution and set an appropriate gradation conversion curve when performing gradation conversion. Conventionally, the gradation conversion curve was set by the operator. There were many places to rely on.
Express the characteristics of the concentration distribution of the original image with simple parameters,
It is desired to develop a technique for automatically setting a gradation conversion curve that matches the empirical rule according to the parameter. Therefore,
For example, in Japanese Patent Laid-Open No. 2-12245, model curve generating means for inputting data designating a density range of an original image and generating a model curve whose curved state is determined according to the density range of the original image, A correction means for correcting the model curve so as to pass a predetermined highlight (low density area) point and shadow (high density area) point on the tonal conversion coordinate plane, and the curved state of the model curve is at least upward. A tone conversion curve generating device adapted to automatically select one that conforms to the empirical rule from a group of states including a convex state and a downward convex state according to the density range of the original image. Is disclosed. Further, in Japanese Patent Laid-Open No. 2-291773, a means for converting the color-separated input image signal into an image signal of equivalent neutral density and a signal converted into the equivalent neutral density into a recording signal. In the image processing apparatus including the means and the means for performing contrast adjustment with respect to the recording signal, the invention in which the contrast adjustment is performed by the gradation conversion table configured by polygonal lines and the inclination of the conversion characteristic in the halftone is changed is provided. It is disclosed.

[0003]

However, since the gradation conversion curve generator disclosed in the above-mentioned prior art requires complicated calculation, it is used in an image forming apparatus such as a copying machine. Takes a long time to calculate, so that the user has to wait during the conversion process, or a considerably large amount of ROM capacity is required to store the gradation conversion curve, which increases the cost of the device. Had its drawbacks.
Further, the curved state of the model curve used when modifying the gradation conversion curve at the time of initial setting of the apparatus is selected from the state group including the upward convex state and the downward convex state. ,
The curved shape of the corrected gradation conversion curve is restricted, and it is difficult to make a fine correction in a predetermined gradation region.
Further, in an image processing device that performs contrast adjustment on a recording signal using a gradation conversion table composed of polygonal lines, although a gradation conversion table has a high degree of freedom, a smooth gradation correction curve is generated. Or, the number of connection points of the polygonal line becomes enormous in order to finely adjust the gradation of the highlight part and the shadow part, and again, since a large capacity ROM is required,
The rise in costs was inevitable. The present invention has been made in view of the above-mentioned problems in the prior art, and uses a storage device having a limited capacity to perform a simple calculation to change the density characteristics of an image forming apparatus over time and variations in characteristics of individual apparatuses. It is an object of the present invention to provide a corrected gradation curve generation device capable of obtaining a gradation conversion curve for correcting the above, and capable of arbitrarily correcting the gradation conversion characteristic of a desired density region.

[0004]

In order to solve the above-mentioned problems, the present invention solves the above-mentioned problems by using a reference gradation conversion curve A as a reference in γ conversion and a plurality of corrections used when correcting the reference gradation conversion curve A. The gradation component {a of the gradation curve ^j B (j = 1, ..., N)
_i }, { ^jb _i } stored in association with the input gradation i, and gradation components { ^j b of the plurality of corrected gradation curves ^j B read from the gradation curve storage means. _i } through a coordinate point on the identity transformation curve E representing the identity transformation which gives the output data equal to the input data, or the correction gradation curve computing means for performing the correction computation for applying a predetermined weighted averaging process to the coordinate point. Based on the gradation component { ^jb _i } of at least one correction gradation curve ^j B so that the line segments connecting the perpendicular line and the intersections of the correction gradation curve ^j C and the correction gradation curve ^-j C are equal. a correction gradation curve calculating means for calculating a gradation component ^{j c _i} of the correction gradation curve ^j C Te, the correction gradation curve calculating means and said standard floor based on the corrected gradation curve ^j C which is calculated The gradation conversion curve A is corrected to generate a new gradation conversion curve D, and based on the gradation conversion curve D, It is obtained so as to perform γ conversion to provide the desired output data to the input data Te.

[0005]

[Function] The gradation curve storage means serves as a reference in γ conversion.
Correct the standard gradation conversion curve A and the standard gradation conversion curve A
Multiple correction gradation curves used when^jB gradation component {a
_i}, {^jb_i} Is stored in association with the input gradation i.
The corrected gradation curve calculation means reads out from the gradation curve storage means.
Multiple correction gradation curves^jB gradation component {^jb_i} Prescribed
Weighted averaging, or input data
Identical transformation curve E that gives new output data
The upper coordinate point, the perpendicular line passing through the coordinate point, and the corrected gradation curve^jC
And correction gradation curve^-jThe line segment connecting each intersection with C is equal
At least one correction gradation curve so that^jB's
Gradation component {^jb_i} Based on the corrected gradation curve^jC gradation
component{^jc_i} Is calculated. Corrected gradation curve calculation means
Corrected gradation curve calculated^jReference gradation conversion curve A based on C
The new gradation conversion curve D is
Which is obtained based on the new gradation conversion curve D in γ conversion.
The desired output data for the input data
It

[0006]

Embodiments Embodiments in which the present invention is applied to an electrophotographic copying machine (hereinafter simply referred to as a copying machine) which is an image forming apparatus will be described. First, the outline of the mechanism of the copying machine main body 101 of the embodiment will be described with reference to the mechanism diagram shown in FIG. In FIG. 2, a 120 mmφ organic photoconductor (OPC) drum 102, which serves as an image carrier, is arranged in the central portion of the copying machine main body 101, and is surrounded by a charging charger 103 for charging the surface of the photoconductor drum 102. A laser optical system 104 that irradiates a laser beam emitted from a semiconductor laser on the surface of the uniformly charged photosensitive drum 102 to form an electrostatic latent image; and supplies toner of each color to the electrostatic latent image for development. Then, a black developing device 105 for obtaining a toner image for each color and three color developing devices 10 for yellow Y, magenta M, and cyan C
6, 107, 108, the intermediate transfer belt 10 for sequentially transferring the toner images of the respective colors formed on the photosensitive drum 102.
9, a bias roller 110 that applies a transfer voltage to the intermediate transfer belt 109, and a cleaning device 11 that removes toner remaining on the surface of the photosensitive drum 102 after transfer.
1. A charge removing unit 112 for removing charges remaining on the surface of the photosensitive drum 102 after transfer is sequentially arranged. Around the intermediate transfer belt 109, a transfer bias roller 113 for applying a voltage for transferring the transferred toner image to the transfer material and a belt cleaning device 114 for removing the toner image remaining after being transferred to the transfer material. Is provided. Further, a fixing device 116 that heats and pressurizes the toner on the transfer material to fix the toner on the transfer material is arranged at the downstream end of the conveyor belt 115 that conveys the transfer material separated from the intermediate transfer belt 109. A discharge tray 117 for discharging the fixed transfer material is attached to the outlet of the fixing device 116. Above the laser optical system 104 of the copying machine main body 101, a contact glass 118 as a document placing table, and an exposure lamp 11 for irradiating a document placed on the contact glass 118 with scanning light.
9, a reflection mirror 121 that guides the reflected light from the document to the imaging lens 122, and a CC as a photoelectric conversion element that photoelectrically converts the reflected light that is imaged and entered by the imaging lens 122.
An image sensor array 123 including a D (Charge Coupled Device) is arranged. The image signal obtained by converting the image information of the original document into an electric signal by the image sensor array 123 is sent to the laser optical system 104 through an image processing device described later to control the laser oscillation of the semiconductor laser therein.

Next, the electrical components of the copying machine will be described with reference to FIG. 3 which shows the outline of the electrical components of the copying machine. As shown in FIG. 3, the copying machine has a main control unit (CPU) that controls the entire copying machine.
A ROM 131 and a RAM 13 that are provided with a main control unit 130 and store predetermined control information.
2 is attached. Further, the main control unit 130 has a laser optical system control unit 134, a power supply circuit 135, an optical sensor 136, and an interface I / O 133.
A toner concentration sensor 137, an environment sensor 138, a potential sensor 139, a toner replenishing circuit 140, and an intermediate transfer belt driving unit 141 are connected to each other. The laser optical system controller 134 adjusts the laser output of the laser optical system 104. Further, the power supply circuit 135 supplies a predetermined charging discharge voltage to the charging charger 103, a predetermined developing bias voltage to the developing devices 105 to 108 for the respective colors, and the bias roller 110.
And a predetermined transfer voltage is applied to the transfer bias roller 113. The optical sensor 136 includes a light emitting element such as a light emitting diode and a light receiving element such as a photo sensor. The optical sensor 136 is disposed in the vicinity of the transfer position of the photoconductor drum 102 in the vicinity thereof and is a toner image of a detection pattern latent image formed on the photoconductor drum 102. In addition to detecting the amount of toner adhering to the toner and the amount of toner adhering to the background portion for each color, the potential of the photoconductor drum 102 after static elimination, that is, the so-called residual potential is detected. The detection output signal from the photoelectric sensor 136 is applied to a photoelectric sensor control unit (not shown). The photoelectric sensor control unit obtains a ratio between the toner adhesion amount in the detection pattern toner image and the toner adhesion amount in the background portion, compares the ratio value with a reference value to detect a change in image density, and detects the toner density sensor 137. The control value of is corrected.

Further, the toner concentration sensor 137 detects the toner concentration in the developing devices 105 to 108 based on the change in magnetic permeability of the developer existing in the developing devices 105 to 108. The toner concentration sensor 137 compares the detected toner concentration value with a reference value, and when the toner concentration falls below a certain value and a toner shortage occurs, a toner replenishment signal of a magnitude corresponding to the shortage is supplied to the toner concentration sensor 137. Supply circuit 140
It has a function to output to. The potential sensor 139 detects the surface potential of the photoconductor 102, which is an image carrier, and the intermediate transfer belt drive unit 141 controls driving of the intermediate transfer belt 109. A developer containing M toner and a transport material is accommodated in the M developing device 107, and is agitated by the rotation of the agent agitating member 204M. The developer regulating member is the developing sleeve 2
Adjust the amount of developer pumped over 01M. The developer supplied onto the developing sleeve 201M is magnetically carried by the developing sleeve 201M and moves as a magnetic brush in the rotating direction of the developing sleeve 201M. Although not shown in FIG. 3, developing devices of other colors have exactly the same configuration and operation.

FIG. 1 is a block diagram of an image processing apparatus including an image processing unit. The configuration of the image processing apparatus will be described below. In the figure, 401 is a scanner, 4
Reference numeral 02 is a shading correction circuit, 403 is an RGBγ correction circuit, 404 is an image separation circuit, 405 is an MTF correction circuit, 406 is a color conversion-UCR processing circuit, 407 is a scaling circuit, 408 is an image processing (create) circuit, and 409 is 409. M
A TF filter, 410 is a γ conversion circuit, 411 is a gradation processing circuit, and 412 is a printer. The image processing unit is a part of the image processing apparatus shown in FIG. 1 excluding the scanner 401 and the printer 412. The image of the document placed on the contact glass 118 is the scanner 4
01 is separated into three colors of R, G, and B and read. In the shading correction circuit 402, the unevenness of the image sensor of the image sensor array 123, the exposure lamp 119
Illumination unevenness of the light source is corrected. RGBγ correction circuit 4
In 03, the image signal read by the scanner 401 is converted from reflectance data to brightness data. The image separation circuit 404 determines the character portion and the photograph portion and determines the chromatic color and the achromatic color. In particular, the MTF correction circuit 405 corrects the deterioration of the MTF characteristic in the high frequency region of the image signal. The color conversion-UCR processing circuit 406 inputs the R, G,
Color correction processing that corrects the difference between the spectral characteristics of the B color separation characteristics and the output Y, M, C color data, and calculates the values of the color data Y, M, C necessary for faithful color reproduction. And a UCR processing unit for replacing a component in which three complementary colors Y, M, and C overlap with Bk (black). The color correction processing in the color correction processing unit can be realized by executing the matrix calculation shown in the calculation formula of FIG. In the figure,
R , G and B represent the three color complements of R, G and B. The value of the matrix coefficient aij is determined by the spectral characteristics of the input system color data (R, G, B) and the output system color data (Y, M, C). In this embodiment, although it was due to the first-order masking equation, color correction can be performed more accurately by using a quadratic term such as B ² or BG , or a higher-order term. Further, the arithmetic expression may be changed depending on the hue, or the Neugebauer equation may be used. Whichever method is used, the three complementary color components Y, M, and C are the three complementary color components.
B , G , R (or three color components B, G, R)
It can be obtained from the value of. On the other hand, the UCR process can be performed by calculating using the following equation. Y ′ = Y−α · min (Y, M, C) M ′ = M−α · min (Y, M, C) C ′ = C−α · min (Y, M, C) Bk = α · min (Y, M, C) In the above equation, α is a coefficient that determines the amount of UCR, and α
When = 1, 100% UCR processing is performed. For example, by setting α≈1 in the high density portion and α≈0 in the highlight portion, the image in the highlight portion can be smoothed. Note that α may be a constant value.

The scaling circuit 407 performs vertical and horizontal scaling, and the image processing (create) circuit 408 performs repeat processing. Further, the MTF filter 409 performs processing for changing the frequency characteristic of the image signal, such as edge enhancement and smoothing according to the user's preference such as a sharp image or a soft image. In the γ conversion circuit 410, the printer 41
The image signal is corrected according to the characteristics of 2. Also,
It is also possible to simultaneously perform processing such as background stain removal. The gradation processing circuit 411 performs dither processing or pattern processing. Interfaces (I / F) 413 and 414 are provided for processing image data read by the scanner 401 by an external image processing device or the like, and outputting image data from the external image processing device by the printer 412. . Image processing CPU for controlling the above-mentioned image processing circuit
The bus 418 connects the ROM 416, the ROM 416, and the RAM 417. The image processing CPU 415 is a serial I /
Through F, it is connected to the system controller 419 and an external host computer 420 as necessary, and receives command signals from an operation unit (not shown). FIG. 4 is a block diagram of the laser modulation circuit of the printer 412. Look-up table (LUT)
In 451 it is possible to perform γ conversion on 8-bit image data. The 8-bit image signal input to the pulse width modulation circuit (PWM) 452 is converted into 4-valued pulse width data based on the higher 2-bit signal, and the intensity modulation circuit (PM) 453 lower-order 6-bit signal. A 64-value intensity modulation is performed based on Laser diode (LD) 4
54 emits light according to the modulated drive signal. The laser optical system control unit 134 is a photo detector (PD) 45.
LD4 for each dot based on the detection result detected by
The light intensity of the light emission intensity of 54 is corrected. The maximum value of the laser light intensity is 8 bits (256
It can be changed in steps). The write frequency of the LD454 is 18.6MH _z, 1 pixel of the scan time is 53.8Nsec.

FIG. 5 is a timing chart of recording signals of two adjacent lines L ₁ and L ₂ output from the PM 453,
It is explanatory drawing which shows the recording image corresponding to them. After the image signal is dithered, PWM 452 and PM
The pulse width is modulated by 453 and output to the LD 454. At that time, as shown in FIG. 5, the high positions of two adjacent pixels are adjacent to each other. As a result, the pixel pattern of the recorded image becomes continuous in the sub-scanning direction, and the width of the pixel pattern is 1
It is almost proportional to the sum of the density of the second pixel and the density of the second pixel. FIG. 6 shows the photoelectric sensor 136 and the sum of the recording signals of the LD 454 of different light beam diameters (widths until the light intensity of the light beam at rest is attenuated from the maximum value to 1 / e ² ) of two adjacent pixels in the main scanning direction. It is a characteristic view showing the detection output of. By controlling the output timing of the recording signal as described above, excellent linearity of the output value of the recording signal and the density value of the toner image detected by the photoelectric sensor 136 can be obtained.
As shown in FIG. 6, the linearity of the output value of the recording signal and the density value of the toner image improves as the light beam diameter of the LD 454 in the main scanning direction decreases. This linearity also depends on the beam diameter. The luminous flux diameter is 90% or less of the width of one pixel in the main scanning direction,
It is preferably 80% or less. Pixel density is 40
When the pixel width in the main scanning direction is 0DPI and 63.5 μm, the desired luminous flux diameter is 50 μm or less.

FIG. 7 is a plan view showing an adjustment screen displayed on the color balance adjusting section of the operation display plate of the copying machine. In the present embodiment, as shown in the figure, the density of YMCBk is adjusted by operating the density adjusting key 20 to 0 for no adjustment, + for increasing the density and − for decreasing the density. That is, the color balance can be adjusted in 9 steps in total. Hereinafter, the correction processing of the gradation conversion curve that changes the gradation conversion characteristic of the gradation conversion processing performed by the γ conversion circuit 410 when the color balance adjustment is performed will be described. FIG. 8 is a flow chart of the copying operation when the color balance adjustment is performed. The processing of the above operation will be described with reference to FIG. First, after waiting for the operator to select the density key 20 of the color balance adjusting section, the value is referred to (S).
1). Then, after the operator depresses the copy start button, the copy start signal is received (S2). In addition to these signals obtained by the operation on the operation display board, these signals may be input from an external control device connected online. The CPU 415 is the density adjustment key 20.
When receiving the density selection signal from the reference gradation conversion curve A
Gradation component {a _i } and the necessary correction gradation curve B _i gradation component {b _i } are read from the ROM 416 and the γ conversion circuit 4 is read.
10 and the gradation component {c of the corrected gradation curve C for obtaining the gradation conversion curve D corresponding to the selected density selection signal.
_i } is calculated (S3). Since the gradation component c _i generally has discontinuous values, proportional approximation interpolation processing is performed (S4).
Furthermore, in order to smooth the correction gradation curve C, the table shown in FIG.
Then, smoothing processing is performed using a smoothing digital filter having a size of 1 × 5 indicating the filter coefficient (S5). A gradation conversion curve D by color balance adjustment is obtained using the corrected gradation curve C thus smoothed. Then, the copy operation is executed according to the normal copy operation routine (S
6). The color balance adjustment copying process is performed for each color of YMCBK, and for each mode such as the photo mode and the character mode. Next, the calculation process of the gradation component {c _i } of the corrected gradation curve C for obtaining the gradation conversion curve D corresponding to the selected density selection signal, which is performed in step S3, will be described in detail. Reference gradation conversion curve A (gradation component a _i ) serving as a reference
On the other hand, a plurality of correction gradation curves for changing the gradation conversion characteristics are set as correction gradation curves ^j B (j = 1, ..., N), and the conversion data of the input IN-output OUT that gives these curves is stored in the ROM.
It is stored in 416 in advance. Then, when the correction processing of the gradation conversion curve is performed, the conversion data of the input IN-output OUT is read and two arbitrary corrected gradation curves ^j B are selected. The tone components of the two selected correction tone curves ¹ B and ² B are ¹ b _i and ² b _i , and the weights for the tone components ¹ b _i and ² b _i are w ₁ and w ₂ (w ₁ and w ₂ is a natural number), a new correction gradation curve When C (tone component c _i), tone component c _i of a new correction gradation curve C is corrected gradation curve ¹ B, ² B
The following can be expressed by obtaining the weighted average value of the gradation components ¹ b _i and ² b _i . c _i = (w ₁ · ¹ b _i + w ₂ · ² b _i ) / (w ₁ + w ₂ ) (i = 1, ..., 256) (1) Using the corrected gradation curve C, the reference gradation conversion curve A A conversion equation for changing the gradation conversion characteristic of can be expressed as: d _i = c _fi : fi = a _i (2) fi represents an output OUT for the input IN = i of the reference gradation conversion curve A, and c _fi represents an output OUT for the input IN = fi of the corrected gradation curve C.

[0013] When the correction gradation curve C is obtained by simply averaging the equation (1) w ₁ = a ^{_{w 2 c i = (1 b}} i + 2 b i) / 2; (i = 1, ..., 256 )… (1) ′. Figure 10 is corrected gradation curve ¹ B correction gradation curve C,
^It shows an example obtained by a simple average of ² B gradation components ¹ b _i and ² b _i . In addition, E represents an identity transformation.
Density adjustment key 20 in the color balance adjustment section of the operation display board
Assuming that the numerical value and the correction gradation curve ^j B are associated as shown in FIG. 11, the correction gradation corresponding to the density key in the middle of the numerical values of the density key 20 on the color balance adjusting unit shown in FIG. The curve C is as shown in Table 12. When the numerical value of the color balance adjustment of density adjustment key 20 and j, gives the tone component ^j c _i of the correction gradation curve ^j C corresponding to Numerical j density adjustment key 20 represented in Table Figure 11 Assuming that a general weighted average is taken as the arithmetic expression, ^j c _i = [w ₁ · ^{[(4 + j) / 2]} b _i + w ₂ · ^{([(4 + j) / 2] +1)} b _i ] / (w ₁ + w ₂ ); (j; odd number) ^j c _i = ^{[(4 + j) / 2]} b _i ; (j; even number) (3) ([x] is the maximum that does not exceed x Integer (Gauss brackets), -4
≦ j ≦ 4) When the above-mentioned simple average is taken, w ₁ = w ₂ . As described above, in the present embodiment, all the density adjustment keys 20 including the numerical value (2m + 1) of the odd-numbered density adjustment keys 20 can be provided only by giving the correction gradation curve ^2m B corresponding to the numerical value 2m of the even-numbered density adjustment keys 20. It is possible to obtain the corresponding gradation component ^j c _i of the corrected gradation curve ^j C. Therefore, the storage capacity can be reduced to about half as compared with the case where the conversion data of the corrected gradation curve ^j B corresponding to all the density adjustment keys 20 is stored in the ROM 416. In the above example, two correction gradation curves ¹ B and ² B are used to calculate a new correction gradation curve C having an intermediate correction gradation characteristic, but three or more correction gradation curves are used. By using the curve ^j B and selecting the weight w _i appropriately,
The corrected gradation curve C having various corrected gradation characteristics can be obtained. The reason that the numerical value j of the density adjustment key 20 is limited to the above range is simply to correspond to the number of the density adjustment keys 20 on the plus side of the color balance adjustment section of the operation display plate, and theoretically any integer. May be

Next, the maximum and minimum density adjustment keys 20 and the uncorrected density adjustment keys 20 at both ends of the color balance adjusting section.
A method for obtaining the corrected gradation curves ^j C corresponding to all the density adjustment keys 20 by the proportional average method when only the corrected gradation curves ² B, ⁰ B and ¹ B are given will be described. 13 and 14 a density adjustment key 20 of the largest at both ends of the color balance adjustment section respectively, the minimum and uncorrected corrected gradation curve ⁰ B to ²
A table diagram in which B is associated and density adjustment keys 2 other than these
6 is a table showing an arithmetic expression that gives a corrected gradation curve ^j C corresponding to 0. FIG. The gradation component ^j of the corrected gradation curve ^j C shown in FIG.
The arithmetic expression giving c _i is ^j c _i = θ (−j) · [−j · ⁰ b _i + (4 + j) · ¹ b _i ] / 4 + θ (j) · [(4-j) · ¹ b _i + j · ² b _i] / 4 ... (4) (θ (x) = 0 for x <0: θ (x) = 1 for x ≧
0, -4 ≤ j ≤ 4). Note that θ (x)
Is called the unit step function. FIG. 17 is an input / output characteristic diagram showing the corrected gradation curve ^j C of the gradation component ^j c _i calculated according to the calculation formula (4) in hexadecimal notation. Further, the maximum and minimum density adjustment keys 20 at both ends of the color balance adjustment unit
A method of obtaining the corrected gradation curves ^j C corresponding to all the density adjustment keys 20 by the proportional averaging method when only the corrected gradation curves ⁰ B and ¹ B are given will be described. 15 and 16 respectively show numerical values of the maximum and minimum density adjustment keys 20 at both ends of the color balance adjusting section and the corresponding correction gradation curves.
⁹ is a table showing an arithmetic expression that gives a corrected gradation curve ^j C corresponding to ⁰ B, ¹ B and density adjustment keys 20 other than these. In general, between the maximum and minimum density values (p ₀ +
p ₁ ) The arithmetic expression that gives the gradation component ^j c _i corresponding to the divided density value is ^j c _i = [(p ₀ −j) · ⁰ b _i + (p ₁ + j) · ¹ b _i ] / ( p ₀ + p ₁ ) (5) (p ₀ and p ₁ are non-negative integers, -4 ≦ j ≦ 4)
In this embodiment, since the maximum and minimum density values are divided into eight, p ₀ = p ₁ = 4. FIG. 19 is an input / output characteristic diagram showing the corrected gradation curve ^j C of the gradation component ^j c _i calculated according to the calculation formula (5) in hexadecimal notation. The calculation formula
In (5), the value between the maximum and minimum concentration values is (p ₀ + p
₁ ) When obtaining the gradation component ^j c _i corresponding to the divided density value, the density value is multiplied by the weighting factors w ₁ and w ₂ to relatively determine the gradation component ^j c _i on the low density side or the high density side. Can be emphasized. The equation at this case, ^j c _i = _{[w 1 (p 0 -j) ·} 0 b i + w 2 (p 1 + j) · 1 b i ) / _{(w 1 (p 0 -j) +} w 2 (p ₁ + j)] (5) '(w ₁ and w ₂ are positive integers).

The gradation conversion curve correction processing for obtaining the gradation conversion curve D by changing the gradation conversion characteristic of the reference gradation conversion curve A using the corrected gradation curve ^j C will be described with reference to the flowchart of FIG. . Correction gradation curve ¹ B in this embodiment is previously ROM416
Without stored, determined as symmetrical correction gradation curve with respect to the identity transformation gradation curve E of the correction gradation curve ⁰ B (S1
1). Performing proportional approximate interpolation processing to compensate for the tone component between discrete tone components ¹ b _i (S12). Corrected gradation curve
^In order to smooth 1B, smoothing processing is performed using the smoothing digital filter shown in Table 9 (S13). Then, after waiting for the operator to select the density adjustment key 20 of the color balance adjustment unit, the value is referred to (S1).
4). Next, determine the tone component ^j c _i of the correction gradation curve ^j C corresponding to the density adjustment key 20 selected according to the calculation equation (5) (S15). The corrected gradation curve ^j C thus obtained
Is used to obtain the gradation conversion curve D in which the gradation conversion characteristic of the reference gradation conversion curve A is changed (S16). FIG. 20 shows a gradation conversion curve D (gradation component ^jd _i ) obtained by changing the gradation conversion characteristics of the reference gradation conversion curve A shown in FIG. 21 using the corrected gradation curve ^j C shown in FIG. It is a thing. As shown in the figure, in this example, even if the numerical value j of the density adjustment key 20 is changed, the density can be changed at a substantially constant ratio without changing the density ratio in the high density area h. .

By the way, the ratio of the distance from the corrected gradation curve ⁰ B, which is the reference to the corrected gradation curve ^j C for changing the gradation conversion characteristic of the reference gradation conversion curve A, to the identity conversion gradation curve E is always constant. It can also be anything. That is, as shown in FIG. 24, coordinate points P _E (e _i ,
e ₀ ) is the coordinate point where the perpendicular line intersecting the corrected gradation curve ⁰ B intersects with P ₀ (i, ⁰ b _i ), and the coordinate point where the corrected gradation curve ^j C intersects with P _C (ki, ^j c _ki ). And the corrected gradation curve ^j
The correction gradation curve ^j C is such that the ratio of the distance from the coordinate point P C on _C to the coordinate point P _E (e _i , e _i ) and the distance from the coordinate point P ₀ to the coordinate point P _E is always equal. To find, e _i
When -i = li, because the [Delta] P ₀ P _E R is an isosceles right _{^{triangle, e i = (0 b i}} + i) / 2 l i = (0 b i -i) / 2 ki = -m · j L _i / 4 + e _i , and the calculation formula for the gradation component ^j c _i of the corrected gradation curve ^j C is ^j c _ki = m · j · l _i / 4 + e _i ; (m is a constant, -4 ≦ j ≤ 4) It becomes (6). As described above, since the variable ki has a discrete value, the proportional approximate interpolation processing is performed as in step S12 shown in the flowchart of FIG. 18 to supplement the necessary input / output data during that period. 22 and 23 show the corrected gradation curve ^j C calculated according to the arithmetic expression (6) in hexadecimal notation, and FIG. 21 shows the corrected gradation curve ^j C shown in FIG. 9 is an input / output characteristic diagram showing a gradation conversion curve D in which the gradation conversion characteristics of the reference gradation conversion curve A shown in FIG. As shown in FIG. 23, in this case, as the numerical value j of the density adjustment key 20 is increased, a gradation conversion curve that gradually increases the density ratio on the low density side in the high density area h ′ is obtained. Become. In the above description, a case has been described in which the correction gradation curve ^j C that changes linearly with respect to the numerical value j of the density adjustment key 20 is obtained, but in general, α _j is an arbitrary function of _j and the correction gradation curve ^j C is set. ^The arithmetic expression for obtaining the gradation component ^j c _i of ^j C is ki = −α _j · l _i + e _i ^j c _ki = α _j · l _i + e _i ; (α _j is an arbitrary function of j) (6 ) ′. For example, if a function α _j having a conversion characteristic shown in FIG. 25 is used as the function α _j that reduces the density change near j = 0, which gives the standard density, the corrected gradation curve ^j C corresponding to j = −4 to 4 is obtained. The characteristic curve is as shown in FIG. Further, a gradation conversion curve ^{j obtained} by changing the gradation conversion characteristics of the reference gradation conversion curve A shown in FIG. 21 by using the corrected gradation curve ^j C shown in FIG.
D becomes like FIG.

[0017]

As described above, according to the first aspect of the present invention, the gradation components { ^jb _i } of the plurality of corrected gradation curves ^j B read from the gradation curve storage means are given a predetermined weight. Since the correction gradation curve calculation means for performing the correction calculation for performing the averaging process is included, the storage capacity of the limited capacity is used to perform the simple calculation to change the density characteristics of the image forming apparatus over time and the characteristic variations in individual apparatuses. It is possible to obtain a gradation conversion curve to be corrected, and it is possible to arbitrarily modify the gradation conversion characteristic of a desired density region. According to the second aspect of the invention, the gradation components { ^j b of the two corrected gradation curves ^j B, ^j'B
_Since the gradation component { ^j c _i } of the corrected gradation curve ^j C is obtained by the correction calculation for performing the simple averaging process on _i }, { ^{j ′} b _i }, the two corrected gradation curves ^j B, ^{j '} Corrected gradation curve ^j having a gradation characteristic intermediate or extended between the gradation characteristics represented by B
C can be easily obtained.

According to the third aspect of the present invention, two correction gradation curve ^j B, one of j ^'B is a identity transformation curve E representing the identity transformation that gives equal output data to the input data Therefore, the gradation conversion curve in which the gradation ratio of the output gradation data gradually changes as the index j of the new gradation conversion curve ^j D changes
^j D can be obtained. According to the invention of claim 4, the ratio of the line segments connecting the coordinate points on the identity transformation curve E, the perpendiculars passing through the coordinate points, and the intersections of the corrected gradation curve ^j C and the corrected gradation curve ^j B, respectively. as but always equal. Thus computing the tone component of the correction gradation curve ^j C based on the grayscale component ^{j b _i} of at least one correction gradation curve ^j B ^{j c _i} , A gradation correction gradation curve having similar gradation characteristics to the correction gradation curve ^j B and different correction levels
^j C can be easily obtained. According to the invention of claim 5, the two corrected gradation curves ^j obtained by the correction calculation
Since the correction calculation for performing the simple averaging process on the gradation components { ^j c _i }, { ^k c _i } of C and ^k C is performed, as the exponent j of the new gradation conversion curve ^j D changes. It is possible to obtain the gradation conversion curve ^j D in which the gradation ratio of the output gradation data does not change at least in a certain gradation area. According to the sixth aspect of the invention, since the gradation component of the corrected gradation curve obtained by the correction calculation is subjected to the smoothing process using the digital filter, the smoothed corrected gradation curve ^j C Can be easily obtained.

[Brief description of drawings]

FIG. 1 is a block diagram of an image processing apparatus of a digital copying machine according to an embodiment of the present invention.

FIG. 2 is a mechanism diagram showing an outline of a mechanism of a digital copying machine according to an embodiment.

FIG. 3 is a schematic view showing an outline of an electric component section of a copying machine.

FIG. 4 is a block diagram of a laser modulation circuit of a printer.

FIG. 5 is a timing diagram of recording signals of two adjacent lines output from PM.

FIG. 6 is a characteristic diagram showing a sum of recording signals of LDs having different luminous flux diameters of two adjacent pixels in the main scanning direction and a detection output of a photoelectric sensor.

FIG. 7 is a plan view showing an adjustment screen displayed on a color balance adjustment section of the operation display plate.

FIG. 8 is a flow chart of a copying operation when color balance adjustment is performed.

FIG. 9 is a table showing filter coefficients of a 1 × 5 smoothing digital filter.

[10] Correction gradation curve ¹ B, ² input-output characteristic diagram showing an example of obtaining the correction gradation curve C by a simple average of the gradation components of B

FIG. 11 is a table diagram in which the numerical values of the density adjustment key of the color balance adjustment unit and the correction gradation curve ^j B are associated with each other.

FIG. 12 is a table showing an arithmetic expression that gives a correction gradation curve C corresponding to a density key having a numerical value in the middle of the scale of the density adjustment key of the color balance adjustment unit.

FIG. 13 is a table in which the maximum and minimum density adjustment keys at both ends of the color balance adjustment unit and the correction gradation curves ⁰ B to ² B are associated with each other.

FIG. 14 is a table showing an arithmetic expression that gives a correction gradation curve ^j C corresponding to a density adjustment key other than the correction gradation curves ⁰ B to ² B.

FIG. 15: Numerical values of the maximum and minimum density adjustment keys at both ends of the color balance adjustment unit and the corresponding correction gradation curve ⁰
Chart showing B, ¹ B

FIG. 16 is a table showing an arithmetic expression that gives a correction gradation curve ^j C corresponding to a density adjustment key other than the correction gradation curves ⁰ B and ¹ B.

FIG. 17 is an input / output characteristic diagram showing a corrected gradation curve ^j C calculated based on the corrected gradation curves ⁰ B to ² B by the proportional averaging method.

FIG. 18 is a flowchart showing gradation conversion curve correction processing.

FIG. 19 is an input / output characteristic diagram showing a corrected gradation curve ^j C calculated based on the corrected gradation curves ⁰ B and ¹ B by the proportional averaging method.

20 is an input / output characteristic diagram showing a gradation conversion curve D corrected and calculated using the corrected gradation curve ^j C shown in FIG.

21 is an input / output characteristic diagram showing the gradation conversion characteristics of the reference gradation conversion curve A. FIG.

FIG. 22 is an input / output characteristic diagram showing a corrected gradation curve ^j C symmetrical to the identity conversion gradation curve E calculated based on the corrected gradation curve ⁰ B.

23 is an input / output characteristic diagram showing a gradation conversion curve D corrected and calculated using the corrected gradation curve ^j C shown in FIG.

24 is an explanatory diagram illustrating a calculation method for calculating a corrected gradation curve ^j C that is symmetrical with respect to the identity conversion gradation curve E. FIG.

FIG. 25 is a characteristic curve diagram of a function α _j that gives a gradation component ^j c _i of a non-linear correction gradation curve ^j C to the numerical value j of the density adjustment key.

[Figure 26] is given by the function alpha _j correction gradation curve ^j
Input / output characteristic diagram showing C

27 is an input / output characteristic diagram showing a gradation conversion curve ^j D corrected and calculated using the corrected gradation curve ^j C shown in FIG.

[Explanation of symbols]

 20 Density Adjustment Key 101 Copier Main Body 102 Photosensitive Drum 104 Laser Optical System 106, 107, 108 Y, M, C Color Developing Device 109 Intermediate Transfer Belt 118 Contact Glass 123 Image Sensor Array 130 Main Control Unit 131 ROM 134 Laser Optical System Control unit 137 Toner density sensor 401 Scanner 409 MTF correction circuit 410 γ conversion circuit 412 Printer 415 Image processing CPU 451 Look-up table (LUT) 452 Pulse width modulation circuit (PWM) 453 Intensity modulation circuit (PM) 454 Laser diode (LD)

─────────────────────────────────────────────────── ─── Continuation of the front page (51) Int.Cl. ⁶ Identification code Internal reference number FI Technical indication H04N 1/52 H04N 1/40 B 1/46 B

Claims (6)

[Claims] 1. A desired output for input data in order to establish correspondence between density gradation of a recorded image formed by an electrophotographic process by irradiation light modulated based on the recorded data and the recorded data. A reference gradation conversion curve A that serves as a reference in γ conversion that converts input / output data according to a gradation conversion characteristic that gives data, and a plurality of corrected gradation curves ^j B used when correcting the reference gradation conversion curve A (J = 1,
, N) the gradation components {a _i }, { ^j b _i } are stored in association with the input gradation i, and the corrected gradation curve ^j read from the gradation curve storage means. B gradation component { ^j
b _i }, and a correction gradation curve calculation means for obtaining a correction gradation curve ^j C having a gradation conversion characteristic different from that of the correction gradation curve ^j B, and the correction calculated by the correction gradation curve calculation means. In the gradation conversion curve generating device that corrects the reference gradation conversion curve A based on the gradation curve ^j C to generate a new gradation conversion curve D, the corrected gradation curve calculation means is a plurality of A gradation conversion curve generation device, which performs a correction calculation for performing a predetermined weighted averaging process on the gradation component { ^j b _i } of the corrected gradation curve ^j B. 2. The correction gradation curve calculation means performs a correction calculation for performing a simple averaging process on the gradation components { ^jb _i }, { ^{j ′} b _i } of the two correction gradation curves ^j B, ^{j ′} B. The gradation conversion curve generation device according to claim 1, wherein 3. One of the two corrected gradation curves ^j B, ^j'B
3. The gradation conversion curve generating device according to claim 2, wherein one is an identity conversion curve E representing an identity conversion that gives output data equal to input data. 4. A desired output for input data in order to make correspondence between the density gradation of a recorded image formed according to an electrostatographic process by irradiation light modulated based on the recorded data and the recorded data. A reference gradation conversion curve A that serves as a reference in γ conversion that converts input / output data according to a gradation conversion characteristic that gives data, and a plurality of corrected gradation curves ^j B used when correcting the reference gradation conversion curve A (J = 1,
, N) the gradation components {a _i }, { ^j b _i } are stored in association with the input gradation i, and the corrected gradation curve ^j read from the gradation curve storage means. B gradation component { ^j
b _i }, and a correction gradation curve calculation means for obtaining a correction gradation curve ^j C having a gradation conversion characteristic different from that of the correction gradation curve ^j B, and the correction calculated by the correction gradation curve calculation means. In the gradation conversion curve generating device in which the reference gradation conversion curve A is corrected based on the gradation curve ^j C to generate a new gradation conversion curve D, the corrected gradation curve calculation means has Line segments connecting the coordinate points on the identity transformation curve E representing the identity transformation giving the output data equal to, the perpendicular line passing through the coordinate points, and the intersections of the corrected gradation curve ^j C and the corrected gradation curve ^j B, respectively. At least 1 so that the ratios are always equal
Gradation conversion curve generation, characterized in that the gradation component { ^j c _i } of the corrected gradation curve ^j C is calculated based on the gradation component { ^j b _i } of one corrected gradation curve ^j B apparatus. 5. The correction gradation curve calculation means is a gradation component { ^{j of the} two correction gradation curves ^j C, ^k C obtained by the correction calculation.
5. The gradation conversion curve generation device according to claim 4, wherein a correction calculation for performing a simple averaging process on c _i }, { ^k c _i } is performed. 6. The correction gradation curve calculation means performs smoothing processing using a digital filter on the gradation component of the correction gradation curve obtained by the correction calculation. The gradation conversion curve generation device according to claim 5.