CN110418161A - Video reviewing method and device, electronic equipment and readable storage medium storing program for executing - Google Patents
Video reviewing method and device, electronic equipment and readable storage medium storing program for executing Download PDFInfo
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- CN110418161A CN110418161A CN201910713011.7A CN201910713011A CN110418161A CN 110418161 A CN110418161 A CN 110418161A CN 201910713011 A CN201910713011 A CN 201910713011A CN 110418161 A CN110418161 A CN 110418161A
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- 238000000034 method Methods 0.000 title claims abstract description 59
- 238000012550 audit Methods 0.000 claims abstract description 125
- 238000012552 review Methods 0.000 claims abstract description 62
- 238000004590 computer program Methods 0.000 claims description 7
- 238000000605 extraction Methods 0.000 claims description 6
- 239000000284 extract Substances 0.000 claims description 5
- 238000012216 screening Methods 0.000 claims description 2
- 238000010586 diagram Methods 0.000 description 24
- 230000008569 process Effects 0.000 description 14
- 238000004891 communication Methods 0.000 description 7
- 230000000694 effects Effects 0.000 description 6
- 230000006870 function Effects 0.000 description 6
- 238000012795 verification Methods 0.000 description 5
- 238000011156 evaluation Methods 0.000 description 4
- 238000002372 labelling Methods 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 230000002411 adverse Effects 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 230000005540 biological transmission Effects 0.000 description 2
- 230000009975 flexible effect Effects 0.000 description 2
- 230000003993 interaction Effects 0.000 description 2
- 238000012163 sequencing technique Methods 0.000 description 2
- 230000006399 behavior Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 235000013399 edible fruits Nutrition 0.000 description 1
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Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/23—Processing of content or additional data; Elementary server operations; Server middleware
- H04N21/234—Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs
- H04N21/23418—Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs involving operations for analysing video streams, e.g. detecting features or characteristics
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/44—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs
- H04N21/44008—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs involving operations for analysing video streams, e.g. detecting features or characteristics in the video stream
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- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Information Transfer Between Computers (AREA)
Abstract
The application proposes a kind of video reviewing method and device, electronic equipment and readable storage medium storing program for executing, is related to Internet technical field.The application is when obtaining pending video, by extracting corresponding pending object from the pending video, wherein pending object includes the image content of the pending video, multiple combinations in content of text and cover image, then the pending object of difference extracted is sent to corresponding client by the application, audit each client to the pending object received, to carry out comprehensive review for pending video, ensure that finally obtained auditing result can really reflect the violation situation of the video, it is avoided as much as being flowed into network there are the video of violation content, it reduces and generates dysgenic probability.
Description
Technical field
This application involves Internet technical fields, in particular to a kind of video reviewing method and device, electronic equipment
And readable storage medium storing program for executing.
Background technique
With the continuous development of Internet technology, a large amount of video is (for example, the video that live video and user voluntarily upload
Deng) be uploaded on network and propagated and shared, it there may be partial video include violation content (example in these videos
Such as, exposed content, publicity heresy content and bloody ruthless and tyrannical content etc. are worn clothes).Therefore, to avoid, there are the video flowings of violation content
It leads in network, it usually needs video itself is audited.
Currently, industry major flow carries out manual examination and verification frequently with to video pictures, to complete whole video review operations.
This audit mode is only that the performance situation to video on picture is audited, and keeps finally obtained auditing result true
Reflect that whether in violation of rules and regulations video, is easy that the video there are violation content is caused to be flowed into network, causes adverse effect in fact.
Summary of the invention
In view of this, the application's is designed to provide a kind of video reviewing method and device, electronic equipment and readable deposits
Storage media can audit in many aspects pending video, obtain authentic and valid auditing result, keep away as much as possible
Exempt to be flowed into network there are the video of violation content, reduces and generate dysgenic probability.
To achieve the goals above, the embodiment of the present application the technical solution adopted is as follows:
In a first aspect, the embodiment of the present application provides a kind of video reviewing method, which comprises
Extract the pending object of pending video, wherein the pending object include image content, content of text and
Multiple combinations in cover image；
Different pending objects is sent to corresponding client to audit.
Second aspect, the embodiment of the present application provide a kind of video audit device, and described device includes:
Object extraction module is audited, for extracting the pending object of pending video, wherein the pending object packet
Include the multiple combinations in image content, content of text and cover image；
Object sending module is audited, is audited for different pending objects to be sent to corresponding client.
The third aspect, the embodiment of the present application provide a kind of electronic equipment, including processor and memory, the memory are deposited
The machine-executable instruction that can be executed by the processor is contained, the machine-executable instruction can be performed in the processor,
To realize the video reviewing method in aforementioned embodiments.
Fourth aspect, the embodiment of the present application provide a kind of readable storage medium storing program for executing, are stored thereon with computer program, the meter
When calculation machine program is executed by processor, the video reviewing method in aforementioned embodiments is realized.
In terms of existing technologies, the application has the advantages that
The application is when obtaining pending video, by extracting corresponding pending object from the pending video,
Wherein pending object includes the multiple combinations in the image content, content of text and cover image of the pending video, then
The pending objects of difference extracted are sent to corresponding client by the application, make each client to receive to
Audit object is audited, to realize comprehensive review for pending video, it is ensured that finally obtained auditing result can
The violation situation for really reflecting the video is avoided as much as being flowed into network there are the video of violation content, reduces and produces
Raw dysgenic probability.
To enable the above objects, features, and advantages of the application to be clearer and more comprehensible, preferred embodiment is cited below particularly, and cooperate
Appended attached drawing, is described in detail below.
Detailed description of the invention
Technical solution in ord to more clearly illustrate embodiments of the present application, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only some embodiments of the application, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Fig. 1 is the structure block diagram for the electronic equipment that the application first embodiment provides；
Fig. 2 is the flow diagram for the video reviewing method that the application second embodiment provides；
Fig. 3 is the flow diagram for the video reviewing method that the application 3rd embodiment provides；
Fig. 4 is the flow diagram for the sub-step that the step S220 in Fig. 3 includes；
Fig. 5 is one of the flow diagram of sub-step that the step S230 in Fig. 3 includes；
Fig. 6 is the two of the flow diagram for the sub-step that the step S230 in Fig. 3 includes；
Fig. 7 is the three of the flow diagram for the sub-step that the step S230 in Fig. 3 includes；
Fig. 8 is the flow diagram for the sub-step that the step S240 in Fig. 3 includes；
Fig. 9 is the flow diagram for the video reviewing method that the application fourth embodiment provides；
Figure 10 is the flow diagram for the sub-step that the step S250 in Fig. 9 includes；
Figure 11 is the functional block diagram that the video that the 5th embodiment of the application provides audits device.
Icon: 10- electronic equipment；11- memory；12- processor；13- communication unit；100- video audits device；
110- audits object extraction module；120- audits object sending module.
Specific embodiment
Below in conjunction with attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Ground description, it is clear that described embodiments are only a part of embodiments of the present application, instead of all the embodiments.Usually exist
The component of the embodiment of the present application described and illustrated in attached drawing can be arranged and be designed with a variety of different configurations herein.
Therefore, the detailed description of the embodiments herein provided in the accompanying drawings is not intended to limit below claimed
Scope of the present application, but be merely representative of the selected embodiment of the application.Based on embodiments herein, those skilled in the art
Member's every other embodiment obtained without making creative work, shall fall in the protection scope of this application.
It should be noted that the relational terms of term " first " and " second " or the like be used merely to an entity or
Operation is distinguished with another entity or operation, and without necessarily requiring or implying between these entities or operation, there are any
This actual relationship or sequence.Moreover, the terms "include", "comprise" or its any other variant be intended to it is non-exclusive
Property include so that include a series of elements process, method, article or equipment not only include those elements, but also
Further include other elements that are not explicitly listed, or further include for this process, method, article or equipment it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including described
There is also other identical elements in the process, method, article or equipment of element.
First embodiment
Fig. 1 is please referred to, Fig. 1 is the structure block diagram for the electronic equipment 10 that the application first embodiment provides.At this
Apply in embodiment, the electronic equipment 10 can be used for auditing pending video in many aspects, to ensure final obtain
To auditing result can really reflect the violation situation of the video, be avoided as much as that there are the inflows of the video of violation content
Into network, and avoid generating adverse effect as far as possible.Wherein, the electronic equipment 10 may be, but not limited to, server, a
People's computer (Personal Computer, PC), moves at personal digital assistant (Personal Digital Assistant, PDA)
Dynamic equipment for surfing the net (Mobile Internet Device, MID) etc..
In the present embodiment, the electronic equipment 10 includes video audit device 100, memory 11, processor 12 and leads to
Believe unit 13.The memory 11, the processor 12 and each element of the communication unit 13 are direct or indirect between each other
Ground is electrically connected, to realize the transmission or interaction of data.For example, the memory 11, the processor 12 and the communication unit
First 13 these elements can be realized by one or more communication bus or signal wire be electrically connected between each other.
In the present embodiment, the memory 11 can be used for storing program, and the processor 12 is executed instruction receiving
Afterwards, described program can correspondingly be executed.Wherein, the memory 11 may be, but not limited to, random access memory
(Random Access Memory, RAM), read-only memory (Read Only Memory, ROM), programmable read only memory
(Programmable Read-Only Memory, PROM), erasable read-only memory (Erasable Programmable
Read-Only Memory, EPROM), electricallyerasable ROM (EEROM) (Electric Erasable Programmable
Read-Only Memory, EEPROM) etc..
In the present embodiment, the processor 12 can be a kind of IC chip of processing capacity with signal.
The processor 12 can be general processor, including central processing unit (Central Processing Unit, CPU) and net
Network processor (Network Processor, NP) etc..General processor can be microprocessor or the processor is also possible to
Any conventional processor etc., may be implemented or execute disclosed each method, step and the logical box in the embodiment of the present application
Figure.
In the present embodiment, the communication unit 13 is used to establish the electronic equipment by cable network or wireless network
Communication connection between 10 and other terminal devices needs for example, the electronic equipment 10 is obtained by the communication unit 13
The video of audit, and data interaction is carried out with the client for being audited to video.
In the present embodiment, the video audit device 100 includes that at least one can be deposited in the form of software or firmware
The software function module for being stored in the memory 11 or being solidificated in the operating system of the electronic equipment 10.The processor
12 can be used for executing the executable module that the memory 11 stores, such as software function included by video audit device 100
It can module and computer program etc..The electronic equipment 10 is audited device 100 by the video and is completed to pending video
Comprehensive review operation, authentic and valid auditing result is obtained, to be avoided as much as that there are the inflows of the video of violation content
Into network, reduces and generate dysgenic probability.
It is understood that block diagram shown in FIG. 1 is only a kind of structure composition schematic diagram of electronic equipment 10, institute
Stating electronic equipment 10 may also include the more perhaps less component than shown in Fig. 1 or matches with different from shown in Fig. 1
It sets.Each component shown in Fig. 1 can be realized using hardware, software, or its combination.
Second embodiment
Referring to figure 2., Fig. 2 is the flow diagram for the video reviewing method that the application second embodiment provides.In this Shen
Please be in embodiment, the video reviewing method can be executed by above-mentioned electronic equipment 10, complete for carrying out to pending video
Face audit.The detailed process and step of video reviewing method shown in Fig. 2 are described in detail below.
Step S210 extracts the pending object of pending video, wherein the pending object includes image content, text
Multiple combinations in this content and cover image.
In the present embodiment, pending object is for indicating different object kinds of the pending video in content review process
Specific examining content corresponding to class, object type are used to indicate to correspond to the specific audit type of pending object, wherein described
Pending object includes the multiple combinations in the image content, content of text and cover image of the pending video.For example, drawing
Object type corresponding to the content of face is picture audit, and object type corresponding to content of text is text audit, cover image
Corresponding object type is cover audit.
Wherein, when pending object is image content, the video pictures of pending video will be extracted be used to examine
Core；When pending object is content of text, video profile, the plot content, master for being used to indicate the video of pending video
The description text of the verbal descriptions such as label is inscribed, and the speech text being converted to by the voice messaging in the video will be extracted
Be used to audit；When pending object is cover image, the video cover of pending video will be extracted be used to examine
Core.
Further, the electronic equipment 10, can be according to default when receiving some the pending video for needing to audit
Object type combination contents extraction is carried out to the pending video, to obtain the different object types of the pending video
Pending object.Wherein, preset object type combination can be the combination of picture audit with text audit, then corresponding pending
Verification is as image content and content of text including the pending video；Preset object type combination is also possible to picture and examines
The combination of core and cover audit, then corresponding pending object includes the image content and cover image of the pending video；
Preset object type combination is also possible to the combination of text audit with cover audit, then corresponding pending object includes described
The content of text and cover image of pending video；The combination of preset object type can also be picture audit, text audit with
The combination of cover audit, then corresponding pending object includes image content, content of text and the cover of the pending video
Image.
Different pending objects is sent to corresponding client and audited by step S240.
In the present embodiment, the video content for the object type that different clients are each responsible for can be identical or not
Together, the electronic equipment 10 is by being sent to the corresponding visitor of object type for the different pending objects of the pending video
Family end is audited, to ensure that corresponding client can normally complete the review operations to the pending object received.
Further, each video for needing to audit has its corresponding video subject, and video subject is for indicating corresponding
The expressed core concept out of video, the video subject may include patriotic subject matter, science and technology, society & culture, natural scape
Sight, cuisines appreciation etc..Wherein, video subject corresponding to different videos can be the same or different, and different video master
The corresponding content auditing standard of topic equally can be the same or different, the content of the pending object of items of same video
There is also larger difference between auditing standards, the content auditing standard is used to indicate the video of corresponding video subject in progress
Hold violation Evaluation criterion when audit.For this purpose, the application passes through for each client communicated to connect with the electronic equipment 10
The video subject classification and object audit type that end configuration is each responsible for, make each client only to video subject and object type
Matched video content is audited, it is ensured that corresponding client can be constantly to certain a kind of video under a certain video subject
Content is audited, and avoids the occurrence of the misjudgment phenomenon generated because using auditing standards with as far as possible, while improving entire review process
Review efficiency.Wherein, the client may be, but not limited to, PC, personal digital assistant and mobile internet surfing equipment
Deng.It different pending objects is sent to corresponding client audits at this point, described, comprising:
According to the video subject of the pending video, different pending objects is sent to and video subject and object
The corresponding client of type is audited.
Specifically, the electronic equipment 10 is extracting the pending right of different object types from the pending video
As rear, by carrying out topic identification to the pending video, the video subject of the pending video is got, then according to default
The video subject classification be responsible for of each client and object audit type, directly by the multinomial pending of the pending video
Object be sent respectively to the video subject of the pending video and the corresponding client of object type, by corresponding client
The pending object received is audited.
In an embodiment of the present embodiment, the client of pending object is received by showing to auditor
The pending object carries out manual examination and verification according to content auditing standard corresponding with the pending object by auditor.Audit
Personnel are fed back to the electronic equipment 10 by the client and are corresponded to after obtaining the auditing result for the pending object
Manual examination and verification as a result, examining the electronic equipment 10 artificial according to all pending objects of pending video are corresponding
Core is as a result, judge the pending video with the presence or absence of violation content, and the distributing position of corresponding violation content.
In the another embodiment of the present embodiment, the client of pending object is received according to pending right with this
As corresponding content auditing standard, content auditing voluntarily is carried out to the pending object, and when completing content auditing to institute
It states electronic equipment 10 and feeds back corresponding machine auditing result, make the electronic equipment 10 according to all pending of pending video
The corresponding machine auditing result of object judges the pending video with the presence or absence of violation content, and corresponding violation content
Distributing position.
Wherein, particular content be image content pending object be be reviewed personnel audit when, can be by according to figure
The form of piece wall shows the picture image of certain amount to auditor, or by playing the pending object, for auditor
Viewing, in order to the review operations of auditor.
Particular content is the pending object of content of text when being reviewed personnel's audit, can be by the auditor from current
The matched violation dictionary of video subject is called at the client or other equipment used, and violation word is carried out to the pending object
Matching operation, to obtain corresponding auditing result.
Particular content is the pending object of cover image when being reviewed personnel's audit, can be direct by corresponding client
It is shown, for auditor's viewing, and carries out corresponding review operations.
Further, the electronic equipment 10 audit knot corresponding at least one pending object of pending video
Fruit indicates there are when violation content, determining that there are violation contents for the pending video, and from indicating that there are the audits of violation content
As a result corresponding distributing position of the violation content in pending video is determined in.
The embodiment of the present application is after obtaining pending video, by extracting the pending video with preset object kind
Class combines corresponding pending object, and the pending object of difference extracted is distributed to video subject correspondence and object type
Corresponding client carries out content auditing, to achieve the effect that carry out comprehensive review to the pending video, and finally obtains
It is capable of the auditing result of true reflecting video violation situation, to be avoided as much as being flowed into network there are the video of violation content
In, it reduces and generates dysgenic probability.Meanwhile each client in the embodiment of the present application is only to video subject and object kind
The matched video content of class is audited, it is ensured that corresponding client can constantly regard certain one kind under a certain video subject
Frequency content is audited, and avoids the occurrence of the misjudgment phenomenon generated because using auditing standards with, and improve entire video review process
Review efficiency.
3rd embodiment
Referring to figure 3., Fig. 3 is the flow diagram for the video reviewing method that the application 3rd embodiment provides.In this Shen
Please be in embodiment, the video reviewing method can be executed by above-mentioned electronic equipment 10, for realizing to pending video into
The function of capable comprehensive review twice.Wherein, the first comprehensive review of pending video is operated directly by the electronic equipment
10 realize, and will include that the video content of first comprehensive review result distributes to corresponding client by the electronic equipment 10,
So that corresponding client is carried out secondary comprehensive review operation, to reach the computing resource for making full use of electronic equipment 10, and drops
Examination amount at low client improves the effect of whole video review efficiency.Below to video audit side shown in Fig. 3
The detailed process and step of method are described in detail.
Step S210 extracts the pending object of pending video, wherein the pending object includes image content, text
Multiple combinations in this content and cover image.
Step S220 determines the audit template for carrying out content auditing according to the video subject of the pending video.
In the present embodiment, the electronic equipment 10 is after obtaining the pending object of items of pending video, according to this
The video subject of pending video determines the audit template for carrying out content auditing for every pending object, to be based on
The audit template carries out violation content auditing to the pending object of the items, to complete first comprehensive review operation.Its
In, the audit template can be the template of the pending object individually for some object type, be also possible to individual one
A includes the template for the content auditing standard of the pending object of all object types.
Optionally, referring to figure 4., Fig. 4 is the flow diagram for the sub-step that the step S220 in Fig. 3 includes.In this reality
It applies in example, the step S220 may include sub-step S221 and sub-step S222.
Sub-step S221 is searched according to the default corresponding relationship between audit template library and source video sequence and video subject
With the matched audit template library of source video sequence and video subject of pending video.
In the present embodiment, source video sequence is used to indicate that the upper of corresponding video by reference or to upload application, different videos
Content auditing standard corresponding to source can be the same or different, for example, source video sequence be China's Mainland when content auditing
Standard, with source video sequence be TaiWan, China or Hong-Kong when content auditing standard there may be differences.Different video masters
Inscribing corresponding content auditing standard equally can be the same or different, such as content when video subject is patriotic subject matter is examined
Core standard, with video subject be society & culture when content auditing standard there may be differences.For this purpose, the application passes through for not
The corresponding audit template library for being used to carry out content auditing is created with source video sequence and different video theme, obtains audit template library
Default corresponding relationship between source video sequence and video subject, and when obtaining the pending pending object of video items, root
According to the default corresponding relationship between the audit template library and source video sequence and video subject, from all audit template libraries of storage
In filter out and the source video sequence of pending video and the matched audit template library of video subject.
Sub-step S222 is filtered out corresponding with the object type of the pending object from the audit template library found
Audit template.
In the present embodiment, an audit template library can be storage at least one be related to the audit mould of different object types
Plate is also possible to store multiple audit templates for relating separately to an object type.The electronic equipment 10 by with it is described
In the matched audit template library of the source video sequence and video subject of pending video, the object kind with the pending object is searched
The corresponding audit template of class determines that the corresponding pending object of items for the pending video carries out content auditing
Audit template.
Step S230 carries out content auditing to the pending object using the audit template, and described pending
The pending object marking is in violation of rules and regulations there are when violation by object.
In the present embodiment, when the electronic equipment 10 determines the pending object pair of items with the pending video
After the audit template answered, the electronic equipment 10 can for different pending objects using the matched audit template of object type into
Row content auditing, and violation labeling operation is completed in the pending object there are when violation in the pending object, thus real
The existing electronic equipment 10 operates the first comprehensive review of pending video.
Optionally, referring to figure 5., Fig. 5 is one of the flow diagram of sub-step that the step S230 in Fig. 3 includes.In
In the present embodiment, when pending object is image content, the step S230 includes sub-step S231, sub-step S232 and son
Step S233.
Sub-step S231 samples according to video pictures of the preset sample frequency to pending video, obtains multiple views
Frequency frame image.
In the present embodiment, preset sample frequency is used for the extraction section video from the entire video pictures of pending video
Image carries out content auditing.The electronic equipment 10 from the video pictures of pending video, is extracted according to preset sample frequency
Need to carry out multiple video frame images of picture audit out.
Sub-step S232 carries out feature identification, and the characteristics of image that will identify that and audit mould to each video frame images
The violation pictorial feature of plate record is matched.
In the present embodiment, the electronic equipment 10 according to each video frame images by sampling order, successively to each view
Frequency frame image carries out characteristics of image identification, and the specific characteristics of image for the video frame images that will identify that, with the audit mould
The violation pictorial feature recorded in plate is compared, according to the feature between described image feature and the violation pictorial feature
Similarity, judges whether the specific characteristics of image of the video frame images matches with violation pictorial feature.In one kind of the present embodiment
In embodiment, if the characteristic similarity is greater than the first default similarity threshold, determine that the image of the video frame images is special
Sign is matched with violation pictorial feature, wherein the first default similarity threshold can be 85%, is also possible to 93%.
Sub-step S233 is noted for indicating that image content is accused of in violation of rules and regulations on the video frame images if successful match
First in violation of rules and regulations identify.
In the present embodiment, the electronic equipment 10 is in the characteristics of image and violation picture for determining some video frame images
When characteristic matching, determines exist in violation of rules and regulations in the video frame images, first can be directly marked out on the video frame images and is marked in violation of rules and regulations
Know, with characterize the image content of the video frame images be accused of in violation of rules and regulations, can also in the video pictures of the pending video with
Mark first identifies in violation of rules and regulations at the corresponding picture position of the video frame images.
Optionally, Fig. 6 is please referred to, Fig. 6 is the two of the flow diagram for the sub-step that the step S230 in Fig. 3 includes.In
In the present embodiment, when pending object is content of text, which includes
The description text of the pending video and the speech text being converted to by the voice messaging of the pending video, the step
S230 includes sub-step S234 and sub-step S235.
Sub-step S234, speech text and description text to pending video carry out text participle, and participle is obtained
Each word with audit template record sensitive vocabulary matched.
In the present embodiment, the electronic equipment 10 can be carried out by speech text to pending video and description text
Identifying processing is segmented, the word that the speech text and the description text respectively include, and each word that will be obtained are obtained
It is matched with the sensitive vocabulary recorded in audit template, to judge whether the obtained word is sensitive vocabulary.
Sub-step S235 is noted for indicating that content of text is accused of violation in corresponding text if successful match
Second identifies in violation of rules and regulations.
In the present embodiment, the electronic equipment 10 exists and sensitive vocabulary in determining speech text or description text
When matched word, it can identify in violation of rules and regulations marking second where the word in text, be accused of with characterizing the content of text of the text
In violation of rules and regulations.Wherein, the electronic equipment 10 can carry out the second violation mark labeling operation with the matched word of sensitive vocabulary to each,
Examination amount when carrying out the operation of secondary comprehensive review to content of text is being executed further to reduce client.
Optionally, Fig. 7 is please referred to, Fig. 7 is the three of the flow diagram for the sub-step that the step S230 in Fig. 3 includes.In
In the present embodiment, when pending object is cover image, the step S230 includes sub-step S236 and sub-step S237.
Sub-step S236 carries out feature identification to the video cover of pending video, and the characteristics of image that will identify that with
The violation cover feature of audit template record is matched.
In the present embodiment, the means that the electronic equipment 10 is identified by characteristics of image, from the pending video
Corresponding characteristics of image is extracted in video cover, then by disobeying what is recorded in the characteristics of image extracted and audit template
It advises cover feature and carries out characteristic matching, to judge whether the video cover is accused of in violation of rules and regulations.
Sub-step S237 is noted for indicating that cover content is accused of in violation of rules and regulations on the video cover if successful match
Third in violation of rules and regulations identify.
In the present embodiment, the characteristics of image that the electronic equipment 10 passes through the video cover of the calculating pending video
With the characteristic similarity between violation cover feature, and calculated characteristic similarity be greater than the second default similarity threshold
When, determine successful match, third is then marked out on the video cover and is identified in violation of rules and regulations, in the cover to characterize the video cover
Appearance is accused of in violation of rules and regulations.Wherein, the described second default similarity threshold is usually less than the described first default similarity threshold, disobeys cover
Advise review process it is more stringent compared to picture violation review process, the second default similarity threshold can be 70% or
80%.
Different pending objects is sent to corresponding client and audited by step S240.
In the present embodiment, the electronic equipment 10 is completed in the pending object of items to the pending video
It, can be by the way that the pending object for completing content auditing be sent to video subject matching and object type correspondence after holding review operations
Client, audited by pending object of the corresponding client to the completion content auditing received, realize to described
The pending object of items of pending video carries out secondary comprehensive review.Wherein, first complete performed by the electronic equipment 10
Face review operations can make client be not necessarily to carry out content auditing to pending object, it is only necessary to pending for this by auditor
Violation mark in object carries out violation judge, to reduce examination when client is audited to a certain extent
Amount shortens whole video audit duration, improves video review efficiency.
Specifically, receive complete the client of the pending object of content auditing can be by the way that show to auditor should be to
Object is audited, distribution situation is directly identified according to the violation that the pending object is shown by auditor, and pending with this
Verification judges auditing standards as corresponding violation, and the violation in the manual confirmation pending object identifies whether corresponding true separated
Rule, to realize the secondary comprehensive review to the pending object.And auditor is obtaining disobeying for the pending object
After advising evaluation result, corresponding violation evaluation result can be fed back to the electronic equipment 10 by the client, make the electricity
Sub- equipment 10 judges the pending video according to all pending corresponding violation evaluation results of object of pending video
With the presence or absence of violation content, and the distributing position of corresponding violation content.
Optionally, Fig. 8 is please referred to, Fig. 8 is the flow diagram for the sub-step that the step S240 in Fig. 3 includes.In this reality
It applies in example, the step S240 includes sub-step S241, sub-step S242 and sub-step S243.
Sub-step S241, according to the default corresponding relationship between client and source video sequence and video subject, filter out with
The corresponding client of source video sequence and video subject of pending video.
In the present embodiment, the pending video used audit template during first comprehensive review be with
Its source video sequence is related.To ensure that client remains to constantly examine certain a kind of video content under a certain video subject
Core, and mixed auditing standards phenomenon is avoided the occurrence of, the application passes through for each visitor communicated to connect with the electronic equipment 10
Source video sequence, video subject classification and the object audit type that the configuration of family end is each responsible for, i.e. setting client and source video sequence
Default corresponding relationship and each client between video subject corresponding object alone, make each client only to view
Frequency source, video subject and the corresponding video content of object type are audited.At this point, the electronic equipment 10 can be according to
The source video sequence and video subject of pending video are determined corresponding with the source video sequence of the pending video and video subject
Multiple client.
Sub-step S242 determines that the different respective object type institutes of pending object are right from the client that screening obtains
The destination client answered.
Sub-step S243 will complete the pending object of each of content auditing and be sent to the corresponding target customer of object type
It is audited at end.
In the present embodiment, the electronic equipment 10 passes through the pending object transmission of items that will complete first comprehensive review
It gives source video sequence, video subject and object type corresponding client, enables corresponding client constantly to some video
Certain a kind of video content of a certain video subject under source carries out secondary audit, is avoided the occurrence of as far as possible because using auditing standards with
And the misjudgment phenomenon generated, and correspondingly improved the review efficiency of entire review process.
The embodiment of the present application by carrying out first comprehensive review to pending video at the electronic equipment 10, and by
The specific video content for completing first comprehensive review is sent to corresponding client by the electronic equipment 10, makes corresponding client needle
Content auditing is carried out to the video content received, to complete the secondary comprehensive review to pending video, and is finally obtained
It is capable of the auditing result of true reflecting video violation situation, to be avoided as much as being flowed into net there are the video of violation content
In network, reduces and generate dysgenic probability.Wherein, the application is by making full use of the computing resource of electronic equipment 10 to carry out just
Secondary comprehensive review reduces the examination amount at client, and improves whole video review efficiency.
Fourth embodiment
Fig. 9 is please referred to, Fig. 9 is the flow diagram for the video reviewing method that the application fourth embodiment provides.In this Shen
Please be in embodiment, the video reviewing method can be executed by above-mentioned electronic equipment 10, for multiple needing to audit receiving
When video, determine it is each need audit video audit sequence, in order to according to obtain audit sequence to each needs
The video of audit carries out comprehensive review.The detailed process to video reviewing method shown in Fig. 3 and step are explained in detail below
It states.
Step S250 determines pending video from multiple videos that needs are audited.
It in the present embodiment, can basis when the electronic equipment 10 is from when receiving multiple videos audited
Practical audit demand is adjusted the audit sequence of each video received, to realize the flexible audit to video, and can be right
Key video sequence carries out Priority Review status.Wherein, the key video sequence, which can be, propagates the demanding video of timeliness (for example, live streaming
Video combats a natural disaster video, conscription promotional videos etc.), it is also possible to the video that important video platform provides, is also possible to from Mr. Yu
The video of a given area.
Optionally, Figure 10 is please referred to, Figure 10 is the flow diagram for the sub-step that the step S250 in Fig. 9 includes.At this
In embodiment, the step S250 includes sub-step S251, sub-step S252, sub-step S253 and sub-step S254.
Sub-step S251, the source video sequence for each video audited as needed, and according to preset review priorities with
Default corresponding relationship between source video sequence determines the review priorities for needing each video audited.
In the present embodiment, the electronic equipment 10 is closed by the way that foundation is corresponding between source video sequence and review priorities
System, to distinguish precedence case of the video in different video source when being reviewed.The electronic equipment 10 is receiving multiple need
It, can be based on the default corresponding relationship between the review priorities and source video sequence created, intuitively when the video to be audited
Solve the corresponding review priorities of each video.
Sub-step S252, the review priorities for each video audited as needed carry out priority ranking to each video, obtain
To corresponding priority ranking result.
In the present embodiment, the review priorities of the electronic equipment 10 based on each video, according to review priorities from height
Priority ranking is carried out to each video to low land, obtains corresponding priority ranking result.
Sub-step S253 is identical to having in the priority ranking result according to the acquisition time of each video point
The video of review priorities is ranked up position adjustment, obtains the audit sequence of each video.
In the present embodiment, it after the electronic equipment 10 obtains priority ranking result corresponding with each video, can adopt
The principle for carrying out content auditing according to acquisition time sequencing with multiple videos of same review priorities, to the priority
The video with identical review priorities in ranking results is ranked up position adjustment, to obtain each view for needing to audit
Sequencing of the frequency when being reviewed, i.e., the audit sequence of each video, so that the audit for improving entire video review process is flexible
Property.
Sub-step S254, according to the audit sequence successively using each video as corresponding pending video.
In the present embodiment, the electronic equipment 10 is pressed after the audit sequence for determining each video for needing to audit
Corresponding video is successively chosen as the current pending video for executing review operations according to obtained audit sequence.
Step S210 extracts the pending object of pending video, wherein the pending object includes image content, text
Multiple combinations in this content and cover image.
In the present embodiment, in fourth embodiment step S210 specific descriptions, can refer in second embodiment to step
The detailed description of S210, just no longer repeats one by one herein.
In a kind of embodiment of the embodiment of the present application, the video reviewing method that fourth embodiment provides can also include
Step S240 in second embodiment carries out comprehensive review behaviour to each pending video to realize by the step S240
Make.
In the another embodiment of the embodiment of the present application, the video reviewing method that fourth embodiment provides can also be wrapped
Step S220, step S230 and the step S240 in 3rd embodiment are included, to pass through the step S220, step S230 and step
S240 realizes that carrying out comprehensive review twice to each pending video operates.
The embodiment of the present application is when obtaining multiple videos for needing to audit, according to the default of review priorities and source video sequence
Corresponding relationship, determines the audit sequence of each video for needing to audit, to improve the audit spirit of entire video review process
Activity, in order to carry out comprehensive review to each video for needing to audit according to obtained audit sequence.
5th embodiment
Figure 11 is please referred to, Figure 11 is the functional module signal for the video audit device 100 that the 5th embodiment of the application provides
Figure.In the embodiment of the present application, the video audit device 100 is applied to above-mentioned electronic equipment 10, the video audit dress
Setting 100 includes:
Object extraction module 110 is audited, for extracting the pending object of pending video, wherein the pending object
Including the multiple combinations in image content, content of text and cover image；
Object sending module 120 is audited, is audited for different pending objects to be sent to corresponding client.
In the first embodiment of the present embodiment, the video audits device 100 further include:
Video determining module is audited, for determining pending video from multiple videos that needs are audited.
In second of embodiment of the present embodiment, the video audits device 100 further include:
Template determining module is audited, for the video subject according to the pending video, determines and is examined for carrying out content
The audit template of core；
Content auditing labeling module, for carrying out content auditing to the pending object using the audit template, and
It is in violation of rules and regulations by the pending object marking in the pending object there are when violation.
In the third embodiment of the present embodiment, the video audits device 100 further include:
Video determining module is audited, for determining pending video from multiple videos that needs are audited；
Template determining module is audited, for the video subject according to the pending video, determines and is examined for carrying out content
The audit template of core；
Content auditing labeling module, for carrying out content auditing to the pending object using the audit template, and
It is in violation of rules and regulations by the pending object marking in the pending object there are when violation.
Sixth embodiment
The embodiment of the present application provide it is a kind of include computer program readable storage medium storing program for executing, the readable storage medium storing program for executing exists
It, can be by the computer equipment when being loaded on computer equipment (including personal computer, server or the network equipment etc.)
Processor execute the computer program, it is any in above-mentioned second embodiment, 3rd embodiment and fourth embodiment to realize
The all or part of the steps for the video reviewing method that one embodiment provides.Wherein, the readable storage medium storing program for executing can be, but not
It is limited to, USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random
Access Memory), the various media that can store program code such as magnetic or disk.
In conclusion in video reviewing method provided by the present application and device, electronic equipment and readable storage medium storing program for executing, this
Application is when obtaining pending video, by extracting corresponding pending object from the pending video, wherein pending
Object includes the multiple combinations in the image content, content of text and cover image of the pending video, and then the application will mention
The pending objects of difference of taking-up are sent to corresponding client, make each client to the pending object received into
Row audit, to realize comprehensive review for pending video, it is ensured that finally obtained auditing result can really reflect
The violation situation of the video is avoided as much as being flowed into network there are the video of violation content, reduces and generates adverse effect
Probability.
Further, it is to be appreciated that device and method disclosed by several embodiments provided herein, can also lead to
Other modes are crossed to realize.The apparatus embodiments described above are merely exemplary, for example, flow chart and frame in attached drawing
Figure shows the system frame in the cards of the device of multiple embodiments according to the application, method and computer program product
Structure, function and operation.In this regard, each box in flowchart or block diagram can represent a module, section or code
A part, a part of the module, section or code includes one or more for implementing the specified logical function
Executable instruction.It should also be noted that function marked in the box can also be with not in some implementations as replacement
It is same as the sequence marked in attached drawing generation.
In addition, each functional module in each embodiment of the application can integrate one independent portion of formation together
Point, it is also possible to modules individualism, an independent part can also be integrated to form with two or more modules.
The foregoing is merely preferred embodiment of the present application, are not intended to limit this application, for the skill of this field
For art personnel, various changes and changes are possible in this application.Within the spirit and principles of this application, made any to repair
Change, equivalent replacement, improvement etc., should be included within the scope of protection of this application.
Claims (12)
1. a kind of video reviewing method, which is characterized in that the described method includes:
The pending object of pending video is extracted, wherein the pending object includes image content, content of text and cover
Multiple combinations in image；
Different pending objects is sent to corresponding client to audit.
2. the method according to claim 1, wherein the pending object for extracting pending video it
Afterwards, the method also includes:
According to the video subject of the pending video, the audit template for carrying out content auditing is determined；
Content auditing is carried out to the pending object using the audit template, and is existed in violation of rules and regulations in the pending object
When, it is in violation of rules and regulations by the pending object marking.
3. according to the method described in claim 2, it is characterized in that, the video subject according to the pending video, really
Determine the audit template for carrying out content auditing, comprising:
According to the default corresponding relationship between audit template library and source video sequence and video subject, search and the pending video
Source video sequence and the matched audit template library of video subject；
Audit template corresponding with the object type of the pending object is filtered out from the audit template library found.
4. according to the method described in claim 3, it is characterized in that, when the pending object be image content when, it is described to adopt
Content auditing carried out to the pending object with the audit template, and in the pending object there are when violation, by this
Pending object marking is in violation of rules and regulations, comprising:
It is sampled according to video pictures of the preset sample frequency to the pending video, obtains multiple video frame images；
Feature identification, and the violation of the characteristics of image that will identify that and the audit template record are carried out to each video frame images
Pictorial feature is matched；
If successful match, it is noted for indicating that image content is accused of the first of violation and is identified in violation of rules and regulations on the video frame images.
5. according to the method described in claim 3, it is characterized in that, when the pending object be content of text when, it is described to adopt
Content auditing carried out to the pending object with the audit template, and in the pending object there are when violation, by this
Pending object marking is in violation of rules and regulations, comprising:
Speech text to the pending video and description text carry out text participle, and each word that participle is obtained with
The sensitive vocabulary of the audit template record is matched, wherein speech message of the speech text by the pending video
It is converted to；
If successful match, it is noted for indicating that content of text is accused of the second of violation and is identified in violation of rules and regulations in corresponding text.
6. according to the method described in claim 3, it is characterized in that, when the pending object be cover image when, it is described to adopt
Content auditing carried out to the pending object with the audit template, and in the pending object there are when violation, by this
Pending object marking is in violation of rules and regulations, comprising:
Feature identification, and the characteristics of image that will identify that and the audit template are carried out to the video cover of the pending video
The violation cover feature of record is matched；
If successful match, it is noted for indicating that cover content is accused of the third violation mark of violation on the video cover.
7. according to the method described in claim 2, it is characterized in that, described be sent to corresponding visitor for different pending objects
It is audited at family end, comprising:
According to the default corresponding relationship between client and source video sequence and video subject, filter out and the pending video
Source video sequence and the matched client of video subject；
Destination client corresponding to the different pending respective object types of object is determined from the client that screening obtains；
It will complete the pending object of each of content auditing and be sent to the corresponding destination client of object type to audit.
8. method according to any one of claims 1-7, which is characterized in that it is described extract pending video to
Before auditing object, the method also includes:
Pending video is determined from multiple videos that needs are audited.
9. according to the method described in claim 8, it is characterized in that, described pending from needing to determine in the multiple videos audited
Core video, comprising:
Default corresponding pass between the source video sequence and review priorities and source video sequence of each video audited as needed
System determines the review priorities for needing each video audited；
The review priorities for each video audited as needed carry out priority ranking to each video, obtain corresponding priority
Ranking results；
According to the acquisition time of each video point, to the video with identical review priorities in the priority ranking result
It is ranked up position adjustment, obtains the audit sequence of each video；
According to the audit sequence successively using each video as corresponding pending video.
10. a kind of video audits device, which is characterized in that described device includes:
Object extraction module is audited, for extracting the pending object of pending video, wherein the pending object includes picture
Multiple combinations in face content, content of text and cover image；
Object sending module is audited, is audited for different pending objects to be sent to corresponding client.
11. a kind of electronic equipment, which is characterized in that including processor and memory, the memory is stored with can be described
The machine-executable instruction that processor executes, the machine-executable instruction can be performed in the processor, to realize claim
Video reviewing method described in any one of 1-9.
12. a kind of readable storage medium storing program for executing, is stored thereon with computer program, which is characterized in that the computer program is processed
When device executes, video reviewing method described in any one of claim 1-9 is realized.
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| CN201910713011.7A CN110418161A (en) | 2019-08-02 | 2019-08-02 | Video reviewing method and device, electronic equipment and readable storage medium storing program for executing |
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| CN201910713011.7A CN110418161A (en) | 2019-08-02 | 2019-08-02 | Video reviewing method and device, electronic equipment and readable storage medium storing program for executing |
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Application publication date: 20191105 |