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CN107820138A - Video broadcasting method, device, terminal and storage medium - Google Patents

Video broadcasting method, device, terminal and storage medium Download PDF

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Publication number
CN107820138A
CN107820138A CN201711077920.3A CN201711077920A CN107820138A CN 107820138 A CN107820138 A CN 107820138A CN 201711077920 A CN201711077920 A CN 201711077920A CN 107820138 A CN107820138 A CN 107820138A
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CN
China
Prior art keywords
video
personage
combination tag
pending
combination
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201711077920.3A
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Chinese (zh)
Other versions
CN107820138B (en
Inventor
陈岩
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangdong Oppo Mobile Telecommunications Corp Ltd
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Priority to CN201711077920.3A priority Critical patent/CN107820138B/en
Publication of CN107820138A publication Critical patent/CN107820138A/en
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/80Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
    • H04N21/83Generation or processing of protective or descriptive data associated with content; Content structuring
    • H04N21/84Generation or processing of descriptive data, e.g. content descriptors
    • H04N21/8405Generation or processing of descriptive data, e.g. content descriptors represented by keywords
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/71Indexing; Data structures therefor; Storage structures
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/73Querying
    • G06F16/738Presentation of query results
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/78Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/7867Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, title and artist information, manually generated time, location and usage information, user ratings
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/80Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
    • H04N21/83Generation or processing of protective or descriptive data associated with content; Content structuring
    • H04N21/845Structuring of content, e.g. decomposing content into time segments
    • H04N21/8455Structuring of content, e.g. decomposing content into time segments involving pointers to the content, e.g. pointers to the I-frames of the video stream

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Signal Processing (AREA)
  • Library & Information Science (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
  • Television Signal Processing For Recording (AREA)

Abstract

The embodiment of the present application discloses a kind of video broadcasting method, device, terminal and storage medium.This method includes:Obtain pending video;By the pending video input video marker model, to mark personage's combination tag of the pending video, wherein, the video marker model is the model according to video sample collection training;The pending video is played out according to personage's combination tag.The embodiment of the present application is by using above-mentioned technical proposal, the video segment for including personage's combination tag can accurately be marked, by being played out according to personage's combination tag to pending video, the single phenomenon of video play mode is improved, optimizes video playback mode.

Description

Video broadcasting method, device, terminal and storage medium
Technical field
The invention relates to technical field of video processing, more particularly to a kind of video broadcasting method, device, terminal and Storage medium.
Background technology
With the fast development of digital technology, video display video there is more than in radio data system, network also largely be present In resources bank.
User watches Internet video and increasingly facilitated online, not only can collect and preserve, can also be important according to video The mark of plot, is accurately played.But in correlation technique, the method for video marker is relatively simple, causes video playback It is more single, it is impossible to meet the specific demand of user.In addition, in correlation technique, video marker is mainly using side manually Formula is marked, and workload is big and process is cumbersome.
The content of the invention
The embodiment of the present application provides a kind of video broadcasting method, device, terminal and storage medium, optimizes video playback side Formula.
In a first aspect, the embodiment of the present application provides a kind of video broadcasting method, this method includes:
Obtain pending video;
By the pending video input video marker model, to mark personage's combination tag of the pending video, Wherein, the video marker model is the model according to video sample collection training;
The pending video is played out according to personage's combination tag.
Second aspect, the embodiment of the present application additionally provide a kind of video play device, and the device includes:
Video acquiring module, for obtaining pending video;
Personage combines mark module, for by the pending video input video marker model, to wait to locate described in mark Personage's combination tag of video is managed, wherein, the video marker model is the model according to video sample collection training;
Video playback module, for being played out according to personage's combination tag to the pending video.
The third aspect, the embodiment of the present application additionally provide a kind of terminal, including first memory, first processor and storage On the first memory and the computer program that can be run on the first processor, the first processor perform institute The video broadcasting method described in the embodiment of the present application is realized when stating computer program.
Fourth aspect, the embodiment of the present application additionally provide a kind of computer-readable recording medium, are stored thereon with computer Program, video broadcasting method as described in relation to the first aspect is realized when the program is executed by processor.
The video playback scheme provided in the embodiment of the present application, by by the pending video input video marker mould of acquisition Type, to mark personage's combination tag of pending video, it can accurately mark and include piece of video of the hero and heroine to play Section, by being played out according to personage's combination tag to pending video, improves the single phenomenon of video play mode, optimizes Video playback mode.
Brief description of the drawings
Figure 1A is a kind of schematic flow sheet for video broadcasting method that the embodiment of the present application provides;
Figure 1B is a kind of interface schematic diagram for personage's combination tag mark that the embodiment of the present application provides;
Fig. 1 C are the interface schematic diagram for another personage's combination tag mark that the embodiment of the present application provides;
Fig. 2 is the schematic flow sheet for another video broadcasting method that the embodiment of the present application provides;
Fig. 3 A are the schematic flow sheets for another video broadcasting method that the embodiment of the present application provides;
Fig. 3 B are the schematic diagrames that a kind of display personage that the embodiment of the present application provides combines option;
Fig. 3 C are a kind of schematic diagrames for display target personage combination tag that the embodiment of the present application provides;
Fig. 4 is the structural representation for another video play device that the embodiment of the present application provides;
Fig. 5 A are a kind of structural representations of terminal in the embodiment of the present application;
Fig. 5 B are the structural representations of another terminal in the embodiment of the present application.
Embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched The specific embodiment stated is used only for explaining the application, rather than the restriction to the application.It also should be noted that in order to just The part related to the application rather than entire infrastructure are illustrate only in description, accompanying drawing.
Current films and television programs quality differs, and many domestic story of a play or opera are dilatory serious, go out by hot star and play the lead to carry High television ratings.According to celebrity's appeal, numerous users carry out watching its related movie and television play performed, but in watching process often There are the thoughts of " tastele when eaten but a pity to throw away ".Therefore, these users often select F.F. or jump viewing to include men and women master The video segment at angle, with the play that finishes.
The embodiment of the present application provides a kind of video broadcasting method, available for shadows such as youth image drama, city romantic plays Be regarded as the mark of product hero and heroine's video segment so that user can direct viewing films and television programs wonderful, specific method is such as Under:
Figure 1A is a kind of flow chart for video broadcasting method that the embodiment of the present application provides, and the present embodiment is applicable to pass through The situation that terminal device plays out to video, methods described are performed by the device of video playback, described device by software and/ Or hardware performs, described device is configured in the terminal devices such as computer, mobile phone, tablet personal computer.As shown in Figure 1A, this reality The technical scheme for applying example offer is specific as follows:
Step 110, obtain pending video.
Wherein, pending video may include the video that personage's combination tag in video is marked.The application is implemented Example is not construed as limiting to the type of pending video, can be TV play, film or variety show.If in addition, pending video For TV play or film, the embodiment of the present application is then not construed as limiting to the story of a play or opera type of pending video, such as can be the youth Idol play, city romantic play, palace of the Qing Dynasty play and fantasy mythology play etc..Wherein, personage's combination tag can include any in movie and television play The combination of protagonist, such as the combining of male No.1 and female's No.1, the combining of man No. two and female No. two, the group of male No.1 and female No. three Close, or female's No.1 and male No. three combination etc..
Specifically, acquisition operation of the terminal device to pending video can be performed by the system of terminal device, Huo Zheyou Video processing software in terminal device performs, and the operation for obtaining pending video can be under the operation instruction of user by system Or Video processing software performs.It can unify to combine mark to the personage of video for example, video display product business or video software play business Label are marked, and can generally open the operation interface of Video processing, and pending video is added in the operation interface and grasped Make;Or sort operation can also can be carried out to the new video that add automatically when the video library in terminal device has and newly adds video.And And terminal device can obtain a pending video under the operation instruction of user, or multiple pending videos are obtained, it is right The number of pending video is not construed as limiting.
Step 120, by the pending video input video marker model, to mark the person group of the pending video Close label.
Wherein, the video marker model is the model according to video sample collection training.
Wherein, video marker model can be for after pending video is inputted Fast Labeling go out the personage of pending video The learning model of combination tag.Video marker model can be neural network model, wherein, the neural network model can be volume Product neural network model or non-convolutional neural networks, and in the embodiment of the present application to the number of plies of the neural network model, The network parameters such as layer, different convolution kernels and/or weight are not construed as limiting.Such as, the video marker model in the embodiment of the present application can be with For the neural network model comprising five convolutional layers and two pond layers.
Wherein, personage's combination tag can be the combination tag for including at least two personages, and personage's combination tag can be bright The name of Real Name or the star figure in pending video of star.For example, personage's combination tag can be Zhang San Combined with two personages of Li Si, or can be that Zhang San, Li Si combine with three personages of Liu five.By setting person group Label is closed, the video segment comprising personage's combination tag in pending video can be marked.Specifically, video marker Personage's combination tag of pending video is marked model, can be the enterprising rower of playing progress bar in pending video Note, specifically can mark word or be marked using special symbol.It should be noted that the video mark in the embodiment of the present application Remember multigroup personage's combination tag that model can also mark the pending video bag to contain in the broadcast information of pending video.
A kind of interface schematic diagram for personage's combination tag mark that Figure 1B provides for the embodiment of the present application, including video clip 100, playing progress bar 10, personage's combination tag 11, personage's combination tag 12 and personage's combination tag 13.As shown in Figure 1B, Personage's combination tag 11 is personage A and personage B label;Personage's combination tag 12 is personage A and personage C label;Person group Close the label that label 13 is personage B and personage C.The word of personage's combination tag can be shown near label.It should be noted that The interface schematic diagram for personage's combination tag mark that the embodiment of the present application provides is only a kind of signal, and the application combines to personage The setting of label is not construed as limiting.
Wherein, video sample collection is the sample set for containing multitude of video, can be stored in terminal device local, can also store In corresponding server.Picture sample collection can include the video sample of marked personage's combination tag, can also include and not mark Remember the video sample of personage's combination tag.For example, if video sample collection contains the video sample of unmarked personage's combination tag, Video marker model can be then trained according to the content characteristic of video sample.Specifically for example, video marker model can root Perform that scene is how many according to the interaction between story of a play or opera plot, personage, personage and the popularity for the star that takes part in a performance etc. is trained.Or Person, if video sample collection contains the video sample of marked personage's combination tag, video marker model then can be according to video The keyword and video content features of marked personage's combination tag of sample are trained.
In the embodiment of the present application, using video sample collection training video marker model to adjust the power of video marker model Network parameter is waited again, can finally reach the effect to various types of video labeling personage combination tags.And changed through substantial amounts of The video marker model that generation training obtains has the ability that the pending video of input is weighted, so as to quick The personage's combination tag for including content in pending video is marked.
Step 130, according to personage's combination tag the pending video is played out.
After personage's combination tag that video marker model marks pending video, the people of pending video marker can be passed through Thing combination tag plays out video.Specifically, personage's combination tag can be marked in the playing progress bar of pending video.
The schematic diagram of personage's combination tag mark as shown in above-mentioned Figure 1B, user can be according to personage's combination tag of display Word, select playing progress bar 10 on any place's label play out.It is specific for example, if user clicks on playing progress bar 10 In personage's combination tag 11, accordingly, terminal device can then respond the operation of user, play personage A and personage B piece of video Section.
The video broadcasting method provided in the embodiment of the present application, by by the pending video input video marker mould of acquisition Type, to mark personage's combination tag of pending video, it can accurately mark and include piece of video of the hero and heroine to play Section, by being played out according to personage's combination tag to pending video, improves the single phenomenon of video play mode, optimizes Video playback mode.
Exemplary, after being played out according to personage's combination tag to the pending video, in addition to:Root According to personage's combination tag, the pending picture is cut into multiple video segments;Same personage's combination tag will be belonged to Video segment synthesis editing video.
Wherein, editing video can be the video for including same group of personage's combination, contain one to video end packet since video Personage in group personage's combination tag.Fig. 1 C are a kind of interface signal for personage's combination tag mark that the embodiment of the present application provides Figure, including video clip 100, playing progress bar 10, personage's combination tag 14, personage's combination tag 15, personage's combination tag 16, Personage's combination tag 17, video segment 24, video segment 25, video segment 26, video segment 27.Wherein, this Shen Please personage's combination tag of embodiment marked using special symbol, the word of personage's combination tag hides display.Work as terminal device When receiving the touch control operation of personage's combination tag, the word of personage's combination tag can be shown.Other the embodiment of the present application is entered Degree bar 10 also can the video segment corresponding to personage's combination tag be marked, for example, personage's combination tag 14 is corresponding Video segment is 24, and the corresponding video segment of personage's combination tag 15 is 25, the corresponding piece of video of personage's combination tag 16 Section is 25, and the corresponding video segment of personage's combination tag 16 is 26, and the video segment that personage's combination tag 17 is corresponding For 27.If personage's combination tag 14 and the combination that personage's combination tag 17 is personage A and personage B, belong to same group, then will be relative The video segment 24 answered is sheared with video segment 27, synthesizes the editing video on personage A and personage B;If personage combines Label 15 and the combination that personage's combination tag 16 is personage A and personage C, belong to same group, then by corresponding video segment 25 Sheared with video segment 26, synthesize the editing video on personage A and personage C.For example, if pending video is that the youth is even As play, then personage's combination tag of male No.1 and female's No.1 can be marked by video marker model, passes through personage and combines mark The label video segment shearing related to female's No.1 to male No.1, can synthesize the exclusive editing video on male No.1 and female's No.1, User then may be viewed by male No.1 and female's No.1 from the complete procedure be well acquainted with each other, love and mutually kept, and give up that other story of a play or opera are dilatory to be regarded Frequency fragment.
If it should be noted that TV play is marked personage's combination tag, pending video is then to be multiple, then, After personage's combination tag of multiple pending videos is marked video marker model, user can combine according to personage and mark Label carry out unremitting broadcasting to pending video.For example, if TV play includes 20 collection, if terminal device receives user and referred to Order plays the video segment of male No.1 and female's No.1, and the first collection can be continuously played when playing to the 20th corresponding piece of video of collection Section.
The embodiment of the present application by will belong to same personage's combination tag video segment shear and synthesis editing video, The complete story on this group of personage's combination can be presented, facilitate the wonderful of the pending video of user's direct viewing, and house Abandon the dilatory video segment of the viewing story of a play or opera.
Fig. 2 is the schematic flow sheet for another video broadcasting method that the embodiment of the present application provides, and this method includes as follows Step:
Step 210, obtain pending video.
Step 220, determine that the people corresponding with personage's combination tag sets information.
Wherein, people, which sets information, can comprise at least two personages, be the people information included in personage's combination tag.The application Video marker model in embodiment can be trained according to the video sample collection of marked personage's combination tag.
Star, take part in a performance star's video duration, cast specifically, the embodiment of the present application can take part in a performance in video sample The information such as information, head prelude, it is determined that the people corresponding with personage's combination tag sets information;Or the embodiment of the present application can also root According to the hobby of user, the star that takes part in a performance admired is selected to set information as lineup in video sample.If video sample is one, Then determine that the people in the video sample sets information;If video sample is multiple, determine that the people in each video sample sets respectively Information.It should be noted that people, which sets information, generally comprises at least one featured performer in video sample, also, the application is real Apply example the determination method of information is set to people and be not construed as limiting.
Exemplary, it is described to determine that the people corresponding with personage's combination tag sets information, including:According to the video The cast information of sample, determines primary election personage;At least two primary election personages are defined as a primary election personage combination;Screening bag The video segment of the combination containing the primary election personage;It is determined that each primary election personage combines the corresponding video total duration of video segment; According to the video total duration, determine that corresponding primary election person group cooperation sets for the people corresponding with personage's combination tag Information.
Wherein, primary election personage can be the candidate personage that people sets information.Primary election personage combination can be by by primary election personage from Formed by combination, primary election personage combines the unlimited number for determining primary election personage, it may include two people or more people.By primarily determining that Primary election personage, then primary election personage is screened, information is set with the people for determining last.
Specifically, the forward performer of performer's list sorting can be set as primary election personage by the embodiment of the present application, number is selected Can be the default value of terminal device, thing of choosing as before is six people;Or selected number also can any dynamic of story introduction setting Value, thing of choosing as before is four people.At least any two primary election personage is combined, forms primary election personage combination.In video sample The video segment of all primary election personage combinations is screened in this, and determines that each primary election personage combination filters out in video sample The video total duration of video segment.The video total duration that each primary election personage combines is ranked up, forward primary election will be arranged Person group cooperation is that the people corresponding with personage's combination tag sets information.For example, in certain video sample, personage A and personage B's The video total duration of primary election personage combination is most, then personage A and personage B is defined as into the corresponding people of personage's combination tag and sets letter Breath.
The embodiment of the present application determines primary election personage based on cast information, by primary election personage independent assortment and counting every The video total duration that group primary election personage's combination occurs in video sample, judge primary election personage combination at this by video total duration Importance in video sample, information is set with this determination people, avoid artificial viewing video sample and determine that people sets the cumbersome of information Process, improve video sample and determine that people sets the efficiency of information.
Exemplary, it is described to determine that the people corresponding with personage's combination tag sets information, including:Collect the video The history playback volume of video segment in sample;When the history playback volume meets default playing condition, the piece of video is determined The primary election personage included in section is with associating matching personage;Using the primary election personage and association matching personage as with the personage The corresponding people of combination tag sets information.
Because the setting of primary election personage is according to the forward actor information that sorted in cast information, but many films and television programs In order to establish the positive character of leading man or leading lady, some leading men either leading lady and negative role or group can be designed Many story of a play or opera, such as leading man are the story of a play or opera that the masses uphold justice, and leading lady looks for the story of a play or opera that negative role avenges oneself and cancel out one's hatred.But drill Depending on according to actor features, the acute scene is how many, the more forward explanation performer that sorts acts the leading role personnel for the sequence of member's table information, Scene is more, and therefore, sequence of the above-mentioned utility man with negative role in cast information will not be very forward.According to primary election personage It is protagonist personnel that the people of determination, which sets information, not including non-protagonist personnel.The embodiment of the present application is regarded by collecting in video sample The history playback volume of frequency fragment, determine that the corresponding people of personage's combination tag sets information, contain protagonist personnel and non-protagonist people Featured videos of the member to play.
Wherein, history playback volume may include the number that video segment plays during history, and default playing condition may include History playback volume is more than a kind of condition of playback volume threshold value, wherein, playback volume threshold value is according to the overall playback volume of the video sample Depending on;Or default playing condition may also include the history playback volume of some video segment with same video sample its He compares video segment, if there is substantially prominent advantage, such as the history playback volume of certain video segment is 50,000,000, other The history playback volume of video segment is 30,000,000;Also or, the playback volume that can count each video segment in video sample is gone forward side by side Row sequence, default playing condition are set as whether the history playback volume of video segment comes first 20.It is it should be noted that above-mentioned A kind of example of history playback volume numeral, only the embodiment of the present application of Ranking Information numeral, with specific reference to video sample Depending on actual conditions, the embodiment of the present application is defined not to this.
Wherein, association matching personage can be to have the non-protagonist personnel of plot, example with primary election personage in video segment Such as the masses or negative role.
Because the more films and television programs story of a play or opera is dilatory, therefore, user can watch comment or personal like according to publicity, user The partial video in films and television programs is played, causes the history playback volume of each video segment in films and television programs to be not quite similar.Specifically , history playback volume can be the single day playback volume that terminal device collects video segment in video sample, or collect video segment Playback volume in whole video sample playing process.When history playback volume meets default playing condition, the piece of video is determined The primary election personage included in section is with associating matching personage.And using primary election personage and association matching personage as combining mark with personage Sign corresponding people and set information.For example, certain video segment is the story of a play or opera on primary election personage A (protagonist) and masses P, if the video The history playback volume of fragment meets default playing condition, then primary election personage A (protagonist) and masses P is set as into personage's combination tag Corresponding people sets information.
It should be noted that when the history playback volume of video segment meets default playing condition, if in video segment not Comprising any one primary election personage (protagonist), then using the high priest occurred in this section of video segment as personage's combination tag phase Corresponding people sets information.
The embodiment of the present application is by counting the history playback volume of video segment, when history playback volume meets default playing condition When, the primary election personage included in video segment is defined as the people corresponding with personage's combination tag with association matching personage and set Information, the embodiment of the present application set the selected of information to people and carry out perfect, with the addition of non-protagonist personnel, avoid and omit excellent feelings Section.
Step 230, determine to set the video segment of information in video sample comprising the people.
Specifically, video sample is usually multiple, the embodiment of the present application can set letter by the people that each video sample determines Breath, determine to set the video segment of information comprising people in each video sample;For same video sample, the embodiment of the present application It can determine that multigroup people sets information, and determine to set the video segment of information comprising each group people.Such as, however, it is determined that in video sample X, The people corresponding with personage's combination tag sets information as personage A and personage B, then can be determined in the video sample all comprising pass In personage A and personage B video segment.In another example if the people of same video sample sets information and has two groups, respectively personage A With personage B, and personage A and personage C, then it can determine that two groups of people set the video segment of information in the video sample.
Step 240, the video segment is marked to corresponding personage's combination tag.
Specifically, being set by people after information determines that relevant people sets the video segment of information in video sample, regarded each Corresponding personage's combination tag is marked in frequency fragment.Wherein, the method for personage's combination tag is marked to repeat no more.
Step 250, the video sample for being marked with personage's combination tag stored to the video sample collection.
Specifically, video sample, which is concentrated, contains substantial amounts of video sample, wherein marking someone's thing in each video sample Combination tag.The embodiment of the present application is not limited the quantity of video sample, video content, video genre and source video sequence It is fixed.The training of video marker model in the embodiment of the present application can be based on the video sample by largely marking combination tag Originally it is trained.
Step 260, according to the video sample collection, video marker model is instructed based on setting machine learning algorithm Practice.
Wherein, machine learning main study subject is artificial intelligence, can study the mankind's simulated or realized to computer how Learning behavior, to obtain new knowledge or skills, reorganize the existing structure of knowledge and be allowed to constantly improve the performance of itself.Machine Device learning algorithm may include computer how to realize artificial intelligence or in empirical learning how a kind of automatic improved algorithm. The machine learning algorithm of setting in the embodiment of the present application is used for training video markup model, can be neural network model.Need It is noted that the embodiment of the present application is not construed as limiting to the species of machine learning algorithm.
By setting video sample collection and machine learning algorithm, video marker model can be trained with to pending Video makes correct mark.
Step 270, by the pending video input video marker model, to mark the person group of the pending video Close label.
Step 280, according to personage's combination tag the pending video is played out.
The embodiment of the present application determines to include in video sample by determining that the people corresponding with personage's combination tag sets information People sets the video segment of information;Video segment is marked to corresponding personage's combination tag;Personage's combination tag will be marked with Video sample is stored to video sample collection, is video marker mould by setting the video sample collection of marked personage's combination tag Type provides initial training material, is favorably improved the accuracy of video marker model judgement.
Fig. 3 A are the schematic flow sheet for another video broadcasting method that the embodiment of the present application provides, and this method includes as follows Step:
Step 310, obtain pending video.
Step 320, by the pending video input video marker model, to mark the person group of the pending video Close label.
Step 330, the play mode for determining the pending video.
Wherein, the play mode combines play mode including normal play mode with personage.
Wherein, normal play mode can be according to the sequence of the frame of video of pending video, be shown one by one according to the time every The broadcast mode of individual frame of video picture;It is the selection according to user that personage, which combines play mode, only plays personage's combination tag phase Corresponding video segment.Terminal device can determine play mode according to user instruction is received.
Step 340, according to the play mode the pending video is played out.
Specifically, if the user instruction that terminal device receives is normal play mode, the pending video of normal play; If the user instruction that terminal device receives, which is personage, combines play mode, combined according to the personage marked on pending video Label plays corresponding video segment.
If step 350, the play mode, which are personage, combines play mode, according to personage's combination tag to described Pending video plays out.
Specifically, when if the user instruction that terminal device receives combines play mode for personage, it is determined that pending video In all persons' combination tag.Wherein, the content of each personage's combination tag in pending video can be identical, also may not be used Together, the sequencing that terminal device can be set according to personage's combination tag, the one by one piece of video corresponding to personage's combination tag Section plays out.
For example, the mark schematic diagram of personage's combination tag shown in Fig. 1 C, if the user instruction that terminal device receives is Normal play mode, then it can commence play out to video and terminate from first second of pending video.If the use that terminal device receives Family instruction combines play mode for personage, then can play video segment 24, video segment 25, video segment 26 and video one by one Fragment 27.It should be noted that the embodiment of the present application does not combine mark to personage's combination tag 14, personage's combination tag 15, personage People in label 16 and personage's combination tag 17 sets information and is defined, and play mode is combined when terminal device receives personage When, the video segment corresponding to personage's combination tag plays out one by one.
The embodiment of the present application has provided the user diversified broadcasting side by setting the play mode of pending video Formula, video playback mode is optimized, can be according to the priority of personage's combination tag when user selects personage to combine play mode Order plays the elite content of pending video one by one, avoids watching lengthy and tedious boring plot and loses time.
Exemplary, personage's combination tag is described to wait to locate to described according to personage's combination tag including multigroup Reason video plays out, including:If receive the play mode that user specifies combines play mode for target person, in mark people Target person combination tag is filtered out in the pending video of thing combination tag;According to the target person combination tag to described Pending video plays out.
Because movie and television play works are not only to include male No.1 and female's No.1, it is also possible to including male No.1 and female No. two, or Including multigroup pairing personage, therefore, the embodiment of the present application can select to play corresponding personage's combination tag according to user, play corresponding The video of plot.
Wherein, target person combination can be personage's combination of the desired viewing of user's selection;Target person combination plays mould Formula is that terminal device can be that user plays the video segment combined on target person;Target person combination tag is according to user The target person combination of selection, screens the label consistent with target person combined information in pending video.
Specifically, when terminal device receives the play mode that user specifies and combines play mode for target person, then Target person combination tag is filtered out in all people's thing combination tag in pending video, combines and marks further according to target person Label play corresponding video segment.For example, the mark schematic diagram of personage's combination tag shown in Fig. 1 C, personage's combination tag 14 with Personage's combination tag 17 is personage A and personage B combination, and personage's combination tag 15 and personage's combination tag 16 are personage A and people Thing C combination.When the target person of user's selection is combined as personage A and personage B, terminal device then can be in pending video In filter out corresponding target person combination tag 14 and personage's combination tag 17 combined with target person, and play corresponding Video segment is 24 and video segment is 27.
Specifically for example, Fig. 3 B are a kind of schematic diagram of display personage combination option of the embodiment of the present application offer, including regarding Frequency interface 100, playing progress bar 10, personage, which combines option 30, includes personage's combination 301 and personage's combination 302.Need to illustrate , terminal device can show that personage in playing progress bar combines mark when showing that personage combines the video clip of option Label, can not also show personage's combination tag in playing progress bar.Do not show that the personage in playing progress bar combines mark in Fig. 3 B Label, its hiding personage's combination tag refer to Fig. 1 C.
When user combines personage's combination 301 as target person, terminal device can respond user instruction, jump to figure The page shown in 3C.Fig. 3 C are a kind of schematic diagram for display target personage combination tag that the embodiment of the present application provides, including regarding Frequency interface 100, playing progress bar 10, target person combination tag 14, target person combination tag 17, and target person combination The corresponding video segment of label is 24 and video segment is 27.Combined when personage is combined 301 as target person by user, eventually End equipment response user instruction plays video segment 24 and video segment 27.For example, combined by sets target personage, Yong Huke Video segment containing male No.1 with female's No.1 is played with selection.
It should be noted that the display personage that the embodiment of the present application provides combines schematic diagram and the display target people of option The schematic diagram of thing combination tag is only a kind of example, and the application is not limited thereof.
The embodiment of the present application combines play mode by receiving the target person that user specifies, can be according to target person group Close label to play out pending video, realize the mode that particular persons play video, provide the user diversified broadcast Put mode.
Fig. 4 is a kind of structured flowchart for video play device that the embodiment of the present application provides, and the embodiment of the present application is applicable In situation about being played out by terminal device to video, the device can have software and/or hardware to realize, described device configuration exists In the terminal devices such as computer, mobile phone, tablet personal computer.As shown in figure 4, the device can include:Picture acquisition module 41, class Other mark module 42 and picture processing module 43.
Video acquiring module 41, for obtaining pending video;
Personage combines mark module 42, for by the pending video input video marker model, to be treated described in mark Personage's combination tag of video is handled, wherein, the video marker model is the model according to video sample collection training;
Video playback module 43, for being played out according to personage's combination tag to the pending video.
The video play device provided in the embodiment of the present application, by by the pending video input video marker mould of acquisition Type, to mark personage's combination tag of pending video, it can accurately mark and include piece of video of the hero and heroine to play Section, by being played out according to personage's combination tag to pending video, improves the single phenomenon of video play mode, optimizes Video playback mode.
Optionally, described device also includes:Video sample collection determining module.
Video sample collection determining module, for before by the pending video input video marker model, it is determined that with The corresponding people of personage's combination tag sets information, wherein, people sets packet and contains at least two personages;Determine in video sample The video segment of information is set comprising the people;The video segment is marked to corresponding personage's combination tag;Someone will be marked The video sample of thing combination tag is stored to the video sample collection;According to the video sample collection, based on setting machine learning Algorithm is trained to video marker model.
Optionally, the video sample collection determining module is specifically additionally operable to:According to the cast information of the video sample, Determine primary election personage;At least two primary election personages are defined as a primary election personage combination;Screening includes the primary election person group The video segment of conjunction;It is determined that each primary election personage combines the corresponding video total duration of video segment;According to the video it is total when It is long, determine that corresponding primary election person group cooperation sets information for the people corresponding with personage's combination tag.
Optionally, the video sample collection determining module is specifically additionally operable to:Collect video segment in the video sample History playback volume;When the history playback volume meets default playing condition, determine to include in the video segment first chooses Thing is with associating matching personage;Using the primary election personage and association matching personage as corresponding with personage's combination tag People sets information.
Optionally, described device also includes:Play mode determining module.
Play mode determining module, for before being played out according to the people tag to the pending video, The play mode of the pending video is determined, wherein, the play mode combines broadcasting with personage including normal play mode Pattern;The pending video is played out according to the play mode.
Optionally, personage's combination tag includes multigroup, and the play mode determining module is specifically additionally operable to:If receive The play mode that user specifies is that target person combines play mode, then is sieved in the pending video of mark personage's combination tag Select target person combination tag;The pending video is played out according to the target person combination tag.
Optionally, described device also includes:Video clipping module.
Video clipping module, for after being played out according to personage's combination tag to the pending video, According to personage's combination tag, the pending picture is cut into multiple video segments;Same personage will be belonged to and combine mark The video segment synthesis editing video of label.
The embodiment of the present application provides a kind of terminal, and the video playback dress of the embodiment of the present application offer can be integrated in the terminal Put, as shown in Figure 5A, terminal 1000 includes memory 1001 and processor 1002.Wherein, memory 1001 stores pending figure Piece, processor 1002 are used to obtain pending video;By the pending video input video marker model, to be treated described in mark Personage's combination tag of video is handled, wherein, the video marker model is the model according to video sample collection training;According to institute Personage's combination tag is stated to play out the pending video.
The terminal provided in the embodiment of the present application, by by the pending video input video marker model of acquisition, with mark Remember personage's combination tag of pending video, can accurately mark and include video segment of the hero and heroine to play, pass through Pending video is played out according to personage's combination tag, the single phenomenon of video play mode is improved, optimizes video Broadcast mode.
The embodiment of the present application provides a kind of structural representation of terminal.As shown in Figure 5 B, the mobile terminal can include: Housing (not shown), memory 501, central processing unit (Central Processing Unit, CPU) 502 (are also known as located Manage device, hereinafter referred to as CPU), circuit board (not shown), touching display screen 512 and power circuit (not shown).It is described Touching display screen 512, inputted for user's operation to be converted into electric signal to the processor, and show visual output signal; The touching display screen includes touching chip, the touch chip, for exporting touch-sensing control signal to touching display screen; The circuit board is placed in the interior volume that the touching display screen 512 surrounds with the housing;The CPU502 and described deposit Reservoir 501 is arranged on the circuit board;The power circuit, for each circuit or the device confession for the mobile terminal Electricity;The memory 501, for storing computer program;The CPU502 reads and performs what is stored in the memory 501 Computer program.The CPU502 realizes following steps when performing the computer program:Obtain pending video;By described in Pending video input video marker model, to mark personage's combination tag of the pending video, wherein, the video mark It is the model according to video sample collection training to remember model;The pending video is broadcast according to personage's combination tag Put.
The mobile terminal also includes:Peripheral Interface 503, RF (Radio Frequency, radio frequency) circuit 505, audio-frequency electric Road 506, loudspeaker 511, power management chip 508, input/output (I/O) subsystem 509, other input/control devicess 510 And outside port 504, these parts are communicated by one or more communication bus or signal wire 507.
It should be understood that diagram mobile terminal 500 is only an example of mobile terminal, and mobile terminal 500 Can have than more or less parts shown in figure, can combine two or more parts, or can be with Configured with different parts.Various parts shown in figure can be including one or more signal transactings and/or special Hardware, software including integrated circuit are realized in the combination of hardware and software.
The terminal for being integrated with video play device that the present embodiment provides is described in detail below, the terminal is with hand Exemplified by machine.
Memory 501, the memory 501 can be accessed by CPU502, Peripheral Interface 503 etc., and the memory 501 can Including high-speed random access memory, can also include nonvolatile memory, such as one or more disk memories, Flush memory device or other volatile solid-state parts.
The input of equipment and output peripheral hardware can be connected to CPU502 and deposited by Peripheral Interface 503, the Peripheral Interface 503 Reservoir 501.
I/O subsystems 509, the I/O subsystems 509 can show the input/output peripheral in equipment, such as touch-control Screen 512 and other input/control devicess 510, are connected to Peripheral Interface 503.I/O subsystems 509 can include display controller 5091 and for controlling one or more input controllers 5092 of other input/control devicess 510.Wherein, it is one or more Input controller 5092 receives electric signal from other input/control devicess 510 or sent to other input/control devicess 510 Electric signal, other input/control devicess 510 can include physical button (pressing button, rocker buttons etc.), dial, slip Switch, control stick, click on roller.What deserves to be explained is input controller 5092 can with it is following any one be connected:It is keyboard, red The instruction equipment of external port, USB interface and such as mouse.
Touching display screen 512, the touching display screen 512 are that input interface between user terminal and user and output connect Mouthful, visual output display can be included into figure, text, icon, video etc. to user, visual output.
Display controller 5091 in I/O subsystems 509 receives electric signal from touching display screen 512 or shown to touch-control Screen 512 sends electric signal.Touching display screen 512 detects the contact on touching display screen, and display controller 5091 will detect Contact is converted to be interacted with the user interface object that is shown on touching display screen 512, that is, is realized man-machine interaction, be shown in tactile User interface object on control display screen 512 can be the icon of running game, the icon that is networked to corresponding network etc..It is worth saying Bright, equipment can also include light mouse, and light mouse is not show the touch sensitive surface visually exported, or is shown by touch-control Shield the extension of the touch sensitive surface formed.
RF circuits 505, it is mainly used in establishing the communication of mobile phone and wireless network (i.e. network side), realizes mobile phone and wireless network The data receiver of network and transmission.Such as transmitting-receiving short message, Email etc..Specifically, RF circuits 505 receive and send RF letters Number, RF signals are also referred to as electromagnetic signal, and RF circuits 505 convert electrical signals to electromagnetic signal or electromagnetic signal is converted into telecommunications Number, and communicated by the electromagnetic signal with communication network and other equipment.RF circuits 505 can include being used to perform The known circuit of these functions, it includes but is not limited to antenna system, RF transceivers, one or more amplifiers, tuner, one Individual or multiple oscillators, digital signal processor, CODEC (COder-DECoder, coder) chipset, user identify mould Block (Subscriber Identity Module, SIM) etc..
Voicefrequency circuit 506, it is mainly used in receiving voice data from Peripheral Interface 503, the voice data is converted into telecommunications Number, and the electric signal is sent to loudspeaker 511.
Loudspeaker 511, for the voice signal for receiving mobile phone from wireless network by RF circuits 505, it is reduced to sound And play the sound to user.
Power management chip 508, the hardware for being connected by CPU502, I/O subsystem and Peripheral Interface are powered And power management.
The terminal provided in the present embodiment, by by the pending video input video marker model of acquisition, being treated with mark Personage's combination tag of video is handled, can accurately mark and include video segment of the hero and heroine to play, pass through basis Personage's combination tag plays out to pending video, improves the single phenomenon of video play mode, optimizes video playback Mode.
Said apparatus can perform video play device, storage medium and the movement that the foregoing all embodiments of the application are provided Terminal, possess and perform the corresponding functional module of above-mentioned video broadcasting method and beneficial effect.Not detailed description in the present embodiment Ins and outs, reference can be made to the video broadcasting method that the foregoing all embodiments of the application are provided.
The computer-readable storage medium of the embodiment of the present application, any of one or more computer-readable media can be used Combination.Computer-readable medium can be computer-readable signal media or computer-readable recording medium.It is computer-readable Storage medium for example may be-but not limited to-the system of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, device or Device, or any combination above.The more specifically example (non exhaustive list) of computer-readable recording medium includes:Tool There are the electrical connections of one or more wires, portable computer diskette, hard disk, random access memory (RAM), read-only storage (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read-only storage (CD- ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer-readable storage Medium can be any includes or the tangible medium of storage program, the program can be commanded execution system, device or device Using or it is in connection.
Computer-readable signal media can include in a base band or as carrier wave a part propagation data-signal, Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can Any computer-readable medium beyond storage medium is read, the computer-readable medium, which can send, propagates or transmit, to be used for By instruction execution system, device either device use or program in connection.
The program code included on computer-readable medium can be transmitted with any appropriate medium, including --- but it is unlimited In wireless, electric wire, optical cable, RF etc., or above-mentioned any appropriate combination.
Can with one or more programming languages or its combination come write for perform the application operation computer Program code, programming language include object oriented program language-such as Java, step malltalk, C++, also Include the procedural programming language-such as of routine " C " language or similar programming language.Program code can be with complete Perform, partly performed on the user computer on the user computer entirely, the software kit independent as one performs, part Part performs or performed completely on remote computer or server on the remote computer on the user computer.Relating to And in the situation of remote computer, remote computer can pass through the network of any kind --- including LAN (LAN) or wide Domain net (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as provided using Internet service Business passes through Internet connection).
Said apparatus can perform the method that the foregoing all embodiments of the application are provided, and it is corresponding to possess the execution above method Functional module and beneficial effect.Not ins and outs of detailed description in the present embodiment, reference can be made to the foregoing all implementations of the application The method that example is provided.
Pay attention to, above are only preferred embodiment and the institute's application technology principle of the application.It will be appreciated by those skilled in the art that The application is not limited to specific embodiment described here, can carry out for a person skilled in the art various obvious changes, The protection domain readjusted and substituted without departing from the application.Therefore, although being carried out by above example to the application It is described in further detail, but the application is not limited only to above example, in the case where not departing from the application design, also Other more equivalent embodiments can be included, and scope of the present application is determined by scope of the appended claims.

Claims (10)

  1. A kind of 1. video broadcasting method, it is characterised in that including:
    Obtain pending video;
    By the pending video input video marker model, to mark personage's combination tag of the pending video, wherein, The video marker model is the model according to video sample collection training;
    The pending video is played out according to personage's combination tag.
  2. 2. according to the method for claim 1, it is characterised in that by the pending video input video marker model it Before, in addition to:
    It is determined that the people corresponding with personage's combination tag sets information, wherein, people sets packet and contains at least two personages;
    Determine to include the video segment that the people sets information in video sample;
    The video segment is marked to corresponding personage's combination tag;
    The video sample for being marked with personage's combination tag is stored to the video sample collection;
    According to the video sample collection, video marker model is trained based on setting machine learning algorithm.
  3. 3. according to the method for claim 2, it is characterised in that described to determine the people corresponding with personage's combination tag If information, including:
    According to the cast information of the video sample, primary election personage is determined;
    At least two primary election personages are defined as a primary election personage combination;
    Screening includes the video segment of primary election personage combination;
    It is determined that each primary election personage combines the corresponding video total duration of video segment;
    According to the video total duration, it is corresponding with personage's combination tag to determine corresponding primary election person group cooperation People sets information.
  4. 4. according to the method for claim 3, it is characterised in that described to determine the people corresponding with personage's combination tag If information, including:
    Collect the history playback volume of video segment in the video sample;
    When the history playback volume meets default playing condition, the primary election personage for determining to include in the video segment is with associating Match personage;
    The primary election personage and association matching personage are set into information as the people corresponding with personage's combination tag.
  5. 5. according to the method for claim 1, it is characterised in that the pending video is being entered according to the people tag Before row plays, in addition to:
    The play mode of the pending video is determined, wherein, the play mode combines including normal play mode with personage Play mode;
    The pending video is played out according to the play mode.
  6. 6. according to the method for claim 5, it is characterised in that personage's combination tag is described according to institute including multigroup Personage's combination tag is stated to play out the pending video, including:
    If receive the play mode that user specifies combines play mode for target person, wait to locate in mark personage's combination tag Target person combination tag is filtered out in reason video;
    The pending video is played out according to the target person combination tag.
  7. 7. according to any described method in claim 1-6, it is characterised in that according to personage's combination tag to described After pending video plays out, in addition to:
    According to personage's combination tag, the pending picture is cut into multiple video segments;
    The video segment for belonging to same personage's combination tag is synthesized into editing video.
  8. A kind of 8. video play device, it is characterised in that including:
    Video acquiring module, for obtaining pending video;
    Personage combines mark module, for by the pending video input video marker model, to mark described pending regard Personage's combination tag of frequency, wherein, the video marker model is the model according to video sample collection training;
    Video playback module, for being played out according to personage's combination tag to the pending video.
  9. 9. a kind of terminal, including first memory, first processor and it is stored on the first memory and can be described The computer program run on one processor, it is characterised in that the first processor is realized when performing the computer program The method of video playback as described in any in claim 1-7.
  10. 10. a kind of storage medium, is stored thereon with computer program, it is characterised in that the program is realized when being executed by processor The method of video playback as described in any in claim 1-7.
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