CN110099287A - The verification method and Related product of pornographic short-sighted frequency - Google Patents
The verification method and Related product of pornographic short-sighted frequency Download PDFInfo
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- CN110099287A CN110099287A CN201910420752.6A CN201910420752A CN110099287A CN 110099287 A CN110099287 A CN 110099287A CN 201910420752 A CN201910420752 A CN 201910420752A CN 110099287 A CN110099287 A CN 110099287A
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- 238000000034 method Methods 0.000 title claims abstract description 43
- 208000001491 myopia Diseases 0.000 title claims abstract description 42
- 238000012795 verification Methods 0.000 title claims abstract description 33
- 238000000605 extraction Methods 0.000 claims abstract description 7
- 238000004891 communication Methods 0.000 claims description 8
- 230000000873 masking effect Effects 0.000 claims description 5
- 230000005540 biological transmission Effects 0.000 claims description 4
- 238000012790 confirmation Methods 0.000 claims description 2
- 238000013497 data interchange Methods 0.000 claims description 2
- 238000004590 computer program Methods 0.000 description 4
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 239000000284 extract Substances 0.000 description 3
- 230000008878 coupling Effects 0.000 description 2
- 210000001061 forehead Anatomy 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 230000004069 differentiation Effects 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000007717 exclusion Effects 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 238000005192 partition Methods 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 230000001052 transient effect Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
-
- 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]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
- H04N21/25808—Management of client data
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- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Databases & Information Systems (AREA)
- Computer Graphics (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The disclosure provides the verification method and Related product of a kind of short-sighted frequency of pornographic, and described method includes following steps: the first short-sighted frequency that server receiving terminal is sent；Server verifies n picture from the first short video extraction n picture, and such as any one picture verifying does not pass through, and is determined as pornographic video.Technical solution provided by the present application has the advantages that verify pornographic video automatically shielding.
Description
Technical field
The present invention relates to cultural medium technical fields, and in particular to a kind of verification method of the short-sighted frequency of pornographic and related produces
Product.
Background technique
Short-sighted frequency, that is, short-movie video is a kind of internet content circulation way, usually propagates on internet new media
Video transmission content of the duration within 1 minute.
The sharing of existing short-sighted frequency is based on network share, but existing short-sighted frequency may relate to pornographic short-sighted frequency,
Such video uploads the image that will greatly affect website, and is also what policy did not allowed, therefore it does not meet wanting for policy
It asks, influences the safety of website.
Summary of the invention
The embodiment of the invention provides the verification method and Related product of a kind of short-sighted frequency of pornographic, can to pornographic video into
Row is voluntarily verified and is shielded, and has the advantages that meet policy.
In a first aspect, the embodiment of the present invention provides a kind of verification method of short-sighted frequency of pornographic, the method includes walking as follows
It is rapid:
The first short-sighted frequency that server receiving terminal is sent；
Server determines any one picture in n picture from the first short video extraction n picture, schemes to any one
Piece carries out verification operation, which includes: the personage region for obtaining the first picture, carries out verifying behaviour to any one picture
Make, which constructs rectangle and lower rectangle in the people's object area, and the upper rectangle is located at chest, the lower rectangle
Positioned at across portion；The rgb value of each pixel of rectangle and lower rectangle in identification, the picture as belonged to the first rgb value in the rgb value
The quantity of vegetarian refreshments is less than amount threshold, and the first picture is verified, the number of the pixel as belonged to the first rgb value in the rgb value
Amount is greater than amount threshold, and the verifying of the first picture does not pass through；
Server traverses every picture in n picture and executes verification operation, as picture any one in the n picture is verified
Do not pass through, determines the first short-sighted frequency for pornographic video；
The n is the integer more than or equal to 5.
Optionally, the first rgb value confirmation method specifically includes:
Determine the human face region in personage region, identify the rgb value of each pixel in human face region, by identical rgb value and
The adjacent multiple pixels in position are divided into the region RGB, obtain the maximum region RGB i.e. first of area in human face region
The region RGB determines that the rgb value in the first region RGB is the first rgb value.
Optionally, the method also includes:
The Termination ID of first short-sighted frequency is marked.
Optionally, the method also includes:
By the history video masking of the Termination ID of the first short-sighted frequency.
Second aspect, provides a kind of server, and the server includes: communication module, processor,
Communication module, for receiving the first short-sighted frequency of terminal transmission；
Processor, for any one picture in n picture being determined, to any one from the first short video extraction n picture
Picture carries out verification operation, which includes: the personage region for obtaining the first picture, tests any one picture
Card operation, the verification operation construct rectangle and lower rectangle in the people's object area, and the upper rectangle is located at chest, under described
Rectangle is located at across portion；The rgb value of each pixel of rectangle and lower rectangle in identification, as belonged to the first rgb value in the rgb value
The quantity of pixel be less than amount threshold, the first picture is verified, the pixel as belonged to the first rgb value in the rgb value
Quantity be greater than amount threshold, the first picture verifying does not pass through；
The processor is also used to traverse every picture in n picture and executes verification operation, as any in the n picture
The verifying of one picture does not pass through, and determines the first short-sighted frequency for pornographic video；
The n is the integer more than or equal to 5.
Optionally, the processor identifies each pixel in human face region for determining the human face region in personage region
Rgb value, the adjacent multiple pixels of identical rgb value and position are divided into the region RGB, obtain area in human face region
The maximum region RGB i.e. the first region RGB determines that the rgb value in the first region RGB is the first rgb value.
Optionally, the processor is also used to for the Termination ID of the first short-sighted frequency being marked.
Optionally, the processor is also used to the history video masking of the Termination ID of the first short-sighted frequency.
Optionally, the server are as follows: computer or cloud platform.
The third aspect provides a kind of computer readable storage medium, and storage is used for the program of electronic data interchange,
In, described program makes terminal execute the method that first aspect provides.
The implementation of the embodiments of the present invention has the following beneficial effects:
As can be seen that technical solution provided by the present application after receiving the first video, extracts n from the first short-sighted frequency
Then picture identifies the personage region of n picture, rectangle and lower rectangle in building, to upper rectangle and lower square
Shape, which identify, determines whether the quantity of the first rgb value (i.e. the rgb value of skin) is greater than amount threshold, such as larger than, determines the view
Frequency meets policy, improves internet security comprising pornographic video so it has verifies shielding to pornographic video automatically.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is a kind of structural schematic diagram of terminal.
Fig. 2 is a kind of flow diagram of the verification method of short-sighted frequency of pornographic.
Fig. 3 is the structural schematic diagram of server provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall within the protection scope of the present invention.
Description and claims of this specification and term " first ", " second ", " third " and " in the attached drawing
Four " etc. are not use to describe a particular order for distinguishing different objects.In addition, term " includes " and " having " and it
Any deformation, it is intended that cover and non-exclusive include.Such as it contains the process, method of a series of steps or units, be
System, product or equipment are not limited to listed step or unit, but optionally further comprising the step of not listing or list
Member, or optionally further comprising other step or units intrinsic for these process, methods, product or equipment.
Referenced herein " embodiment " is it is meant that the special characteristic, result or the characteristic that describe can wrap in conjunction with the embodiments
Containing at least one embodiment of the present invention.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
Refering to fig. 1, Fig. 1 provides a kind of terminal, which is specifically as follows smart phone, tablet computer, computer, clothes
Be engaged in device, which can specifically include for the terminal of the systems such as IOS, Android, above-mentioned terminal: processor, memory,
Camera and display screen, above-mentioned component can be connected by bus, can also be connected by other means, the application and limit of getting along well
Make the concrete mode of above-mentioned connection.
For server, it is specifically as follows computer or cloud platform.Its service side apparatus for belonging to short Video Applications.
Referring to Fig.2, Fig. 2 provides a kind of verification method of short-sighted frequency of pornographic, this method as shown in Fig. 2, by server Lai
It executes, this method comprises the following steps:
Step S201, the first short-sighted frequency that server receiving terminal is sent；
Step S202, server determines any one picture in n picture from the first short video extraction n picture, to appoint
A picture of anticipating carries out verification operation；
The verification operation can specifically include: obtaining the personage region of the first picture, verifies to any one picture
Operation, the verification operation construct rectangle and lower rectangle in the people's object area, and the upper rectangle is located at chest, the lower square
Morpheme is in across portion；The rgb value of each pixel of rectangle and lower rectangle in identification, as belonged to the first rgb value in the rgb value
The quantity of pixel is less than amount threshold, and the first picture is verified, as belonged to the pixel of the first rgb value in the rgb value
Quantity is greater than amount threshold, and the verifying of the first picture does not pass through.
Step S203, every picture executes verification operation in server traversal n picture, as any one in the n picture
Picture verifying does not pass through, and determines the first short-sighted frequency for pornographic video.
Technical solution provided by the present application extracts n picture, so after receiving the first video from the first short-sighted frequency
It carries out verification operation to n picture afterwards to be determined as being verified in the case where n picture is verified, in n picture
In any one picture verify in unacceptable situation, be determined as pornographic video.
The determination method in above-mentioned personage region can be determined using the method for the prior art, such as publication number
The algorithm of personage's region recognition disclosed in CN109726652A determines, can also be determined certainly using other modes, example
Such as the recognition methods in personage region neural network based.Construction method of rectangle and lower rectangle can be according to the personage on this
The state in region constructs, and stands for example, the people's object area is behaved, can be according to " each spot size of human body and height ratio
Example " it determines.Can certainly direct basis empirical value determine that certain above-mentioned upper rectangle and lower rectangle may be according to using
The difference of person makes subtle adjustment, such as European, Asian, African difference per capita, this can be according to the first rgb value
Range determine that within the scope of the rgb value of yellow-toned skin, Europe is the rgb value model of white man's colour of skin for Asian first rgb value
It encloses, the artificial black colour of skin rgb value range in Africa.
Above-mentioned principle is, for pornographic video, by the discovery of big data, if it does, it is general entire short-sighted
The frequency most of the time includes pornographic content, then only carried out here with n picture is extracted identification can be thus achieved it is entirely short
The verifying of video extracts n picture relative to entire video is verified, can greatly reduce the content of verifying, the side of verifying
Formula predominantly detects chest area and the exposed degree across portion region, can realize the differentiation to pornographic video in this way, for
Exposed, i.e., skin is certain to exposed, for pornographic video, in the pixel quantity of upper rectangle and the rgb value of the lower rectangle colour of skin
Very much, it can be judged as pornographic video, to realize the shielding to pornographic video.
For the first rgb value because the short-sighted frequency uploaded may have many situations, for example, for Asian, African,
The rgb value of its corresponding colour of skin of European differs greatly, then determining the first rgb value here with human face region.Its principle is,
For most of videos, human face region does not have and blocks, and the rgb value of everyone colour of skin may have it is subtle not
Together, but face and colour of skin difference with it will not be very big, thus allow and determine that the first rgb value is more quasi- by human face region
Really, it avoids because artificial difference leads to pornographic video verification inaccuracy, and then improves the success rate of pornographic video verification.
Optionally, above-mentioned first rgb value can specifically include:
Determine the human face region in personage region, identify the rgb value of each pixel in human face region, by identical rgb value and
The adjacent multiple pixels in position are divided into the region RGB, obtain the maximum region RGB i.e. first of area in human face region
The region RGB determines that the rgb value in the first region RGB is the first rgb value.
For human face region, area is maximum to belong to the regions such as face, forehead, and the region is continuous identical
Rgb value, for regions such as eyes, area can be smaller, therefore here by the adjacent multiple pixels of identical rgb value and position
Point is divided into a rgb value region, then selects the maximum region of area to be determined as the first RGB from multiple rgb value regions
Region, which is determined as the regions such as face, forehead, then its corresponding rgb value is the first rgb value.
Optionally, the above method can also include:
The Termination ID of first short-sighted frequency is marked.It avoids the account from uploading pornographic video again, influences the peace of network
Quan Xing.
Optionally, the above method can also include:
By the history video masking of the Termination ID of the first short-sighted frequency.It thus is avoided that the missing inspection of history video.
A kind of server is provided refering to Fig. 3, Fig. 3, the server includes: communication module, processor and memory,
Communication module, for receiving the first short-sighted frequency of terminal transmission；
Processor, for any one picture in n picture being determined, to any one from the first short video extraction n picture
Picture carries out verification operation, which includes: the personage region for obtaining the first picture, tests any one picture
Card operation, the verification operation construct rectangle and lower rectangle in the people's object area, and the upper rectangle is located at chest, under described
Rectangle is located at across portion；The rgb value of each pixel of rectangle and lower rectangle in identification, as belonged to the first rgb value in the rgb value
The quantity of pixel be less than amount threshold, the first picture is verified, the pixel as belonged to the first rgb value in the rgb value
Quantity be greater than amount threshold, the first picture verifying does not pass through；
The processor is also used to traverse every picture in n picture and executes verification operation, as any in the n picture
The verifying of one picture does not pass through, and determines the first short-sighted frequency for pornographic video.
The embodiment of the present invention also provides a kind of computer storage medium, wherein computer storage medium storage is for electricity
The computer program of subdata exchange, it is as any in recorded in above method embodiment which execute computer
A kind of some or all of the verification method of the short-sighted frequency of pornographic step.
The embodiment of the present invention also provides a kind of computer program product, and the computer program product includes storing calculating
The non-transient computer readable storage medium of machine program, the computer program are operable to that computer is made to execute such as above-mentioned side
Some or all of the verification method of the pornographic short-sighted frequency of any one recorded in method embodiment step.
It should be noted that for the various method embodiments described above, for simple description, therefore, it is stated as a series of
Combination of actions, but those skilled in the art should understand that, the present invention is not limited by the sequence of acts described because
According to the present invention, some steps may be performed in other sequences or simultaneously.Secondly, those skilled in the art should also know
It knows, embodiment described in this description belongs to alternative embodiment, and related actions and modules is not necessarily of the invention
It is necessary.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment
Point, reference can be made to the related descriptions of other embodiments.
In several embodiments provided herein, it should be understood that disclosed device, it can be by another way
It realizes.For example, the apparatus embodiments described above are merely exemplary, such as the division of the unit, it is only a kind of
Logical function partition, there may be another division manner in actual implementation, such as multiple units or components can combine or can
To be integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Coupling, direct-coupling or communication connection can be through some interfaces, the indirect coupling or communication connection of device or unit,
It can be electrical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also be realized in the form of software program module.
If the integrated unit is realized in the form of software program module and sells or use as independent product
When, it can store in a computer-readable access to memory.Based on this understanding, technical solution of the present invention substantially or
Person says that all or part of the part that contributes to existing technology or the technical solution can body in the form of software products
Reveal and, which is stored in a memory, including some instructions are used so that a computer equipment
(can be personal computer, server or network equipment etc.) executes all or part of each embodiment the method for the present invention
Step.And memory above-mentioned includes: USB flash disk, read-only memory (ROM, Read-Only Memory), random access memory
The various media that can store program code such as (RAM, Random Access Memory), mobile hard disk, magnetic or disk.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can store in a computer-readable memory, memory
May include: flash disk, read-only memory (English: Read-Only Memory, referred to as: ROM), random access device (English:
Random Access Memory, referred to as: RAM), disk or CD etc..
The embodiment of the present invention has been described in detail above, specific case used herein to the principle of the present invention and
Embodiment is expounded, and the above description of the embodiment is only used to help understand the method for the present invention and its core ideas；
At the same time, for those skilled in the art can in specific embodiments and applications according to the thought of the present invention
There is change place, in conclusion the contents of this specification are not to be construed as limiting the invention.
Claims (10)
1. a kind of verification method of the short-sighted frequency of pornographic, which is characterized in that described method includes following steps:
The first short-sighted frequency that server receiving terminal is sent；
Server determines any one picture in n picture from the first short video extraction n picture, to any one picture into
Row verification operation, the verification operation include: the personage region for obtaining the first picture, carry out verification operation to any one picture,
The verification operation constructs rectangle and lower rectangle in the people's object area, and the upper rectangle is located at chest, the lower rectangular bit
In across portion；The rgb value of each pixel of rectangle and lower rectangle in identification, the pixel as belonged to the first rgb value in the rgb value
The quantity of point is less than amount threshold, and the first picture is verified, the quantity of the pixel as belonged to the first rgb value in the rgb value
Greater than amount threshold, the verifying of the first picture does not pass through；
Server traverses every picture in n picture and executes verification operation, as picture any one in n picture verifying is obstructed
It crosses, determines the first short-sighted frequency for pornographic video；
The n is the integer more than or equal to 5.
2. the method according to claim 1, wherein the first rgb value confirmation method specifically includes:
It determines the human face region in personage region, the rgb value of each pixel in human face region is identified, by identical rgb value and position
Adjacent multiple pixels are divided into the region RGB, obtain i.e. the first area RGB in the maximum region RGB of area in human face region
Domain determines that the rgb value in the first region RGB is the first rgb value.
3. the method according to claim 1, wherein the method also includes:
The Termination ID of first short-sighted frequency is marked.
4. the method according to claim 1, wherein the method also includes:
By the history video masking of the Termination ID of the first short-sighted frequency.
5. a kind of server, the server includes: communication module, processor, which is characterized in that
Communication module, for receiving the first short-sighted frequency of terminal transmission；
Processor schemes any one for determining any one picture in n picture from the first short video extraction n picture
Piece carries out verification operation, which includes: the personage region for obtaining the first picture, carries out verifying behaviour to any one picture
Make, which constructs rectangle and lower rectangle in the people's object area, and the upper rectangle is located at chest, the lower rectangle
Positioned at across portion；The rgb value of each pixel of rectangle and lower rectangle in identification, the picture as belonged to the first rgb value in the rgb value
The quantity of vegetarian refreshments is less than amount threshold, and the first picture is verified, the number of the pixel as belonged to the first rgb value in the rgb value
Amount is greater than amount threshold, and the verifying of the first picture does not pass through；
The processor is also used to traverse every picture in n picture and executes verification operation, as any one in the n picture
Picture verifying does not pass through, and determines the first short-sighted frequency for pornographic video；
The n is the integer more than or equal to 5.
6. terminal according to claim 5, which is characterized in that
The processor, for determining the human face region in personage region, the rgb value of each pixel in identification human face region will
The adjacent multiple pixels of identical rgb value and position are divided into the region RGB, obtain the maximum RGB of area in human face region
Region i.e. the first region RGB determines that the rgb value in the first region RGB is the first rgb value.
7. terminal according to claim 5, which is characterized in that
The processor is also used to for the Termination ID of the first short-sighted frequency being marked.
8. server according to claim 5, which is characterized in that
The processor is also used to the history video masking of the Termination ID of the first short-sighted frequency.
9. according to server described in claim 5-8 any one, which is characterized in that
The server are as follows: computer or cloud platform.
10. a kind of computer readable storage medium, storage is used for the program of electronic data interchange, wherein described program makes
Terminal executes the method provided such as claim 1-4 any one.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910420752.6A CN110099287A (en) | 2019-05-20 | 2019-05-20 | The verification method and Related product of pornographic short-sighted frequency |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910420752.6A CN110099287A (en) | 2019-05-20 | 2019-05-20 | The verification method and Related product of pornographic short-sighted frequency |
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| Publication Number | Publication Date |
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| CN110099287A true CN110099287A (en) | 2019-08-06 |
Family
ID=67448653
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|---|---|---|---|
| CN201910420752.6A Withdrawn CN110099287A (en) | 2019-05-20 | 2019-05-20 | The verification method and Related product of pornographic short-sighted frequency |
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102073676A (en) * | 2010-11-30 | 2011-05-25 | 中国科学院计算技术研究所 | Method and system for detecting network pornography videos in real time |
| CN103366160A (en) * | 2013-06-28 | 2013-10-23 | 西安交通大学 | Objectionable image distinguishing method integrating skin color, face and sensitive position detection |
| CN105654051A (en) * | 2015-12-30 | 2016-06-08 | 北京奇艺世纪科技有限公司 | Video detection method and system |
| US20160275665A1 (en) * | 2013-07-18 | 2016-09-22 | GumGum, Inc. | Systems and methods for determining image safety |
| CN107862663A (en) * | 2017-11-09 | 2018-03-30 | 广东欧珀移动通信有限公司 | Image processing method, device, readable storage medium storing program for executing and computer equipment |
-
2019
- 2019-05-20 CN CN201910420752.6A patent/CN110099287A/en not_active Withdrawn
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102073676A (en) * | 2010-11-30 | 2011-05-25 | 中国科学院计算技术研究所 | Method and system for detecting network pornography videos in real time |
| CN103366160A (en) * | 2013-06-28 | 2013-10-23 | 西安交通大学 | Objectionable image distinguishing method integrating skin color, face and sensitive position detection |
| US20160275665A1 (en) * | 2013-07-18 | 2016-09-22 | GumGum, Inc. | Systems and methods for determining image safety |
| CN105654051A (en) * | 2015-12-30 | 2016-06-08 | 北京奇艺世纪科技有限公司 | Video detection method and system |
| CN107862663A (en) * | 2017-11-09 | 2018-03-30 | 广东欧珀移动通信有限公司 | Image processing method, device, readable storage medium storing program for executing and computer equipment |
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Application publication date: 20190806 |