CN109034056A - A kind of facial-recognition security systems for cartoon design - Google Patents
A kind of facial-recognition security systems for cartoon design Download PDFInfo
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- CN109034056A CN109034056A CN201810820592.XA CN201810820592A CN109034056A CN 109034056 A CN109034056 A CN 109034056A CN 201810820592 A CN201810820592 A CN 201810820592A CN 109034056 A CN109034056 A CN 109034056A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
- G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T13/00—Animation
- G06T13/20—3D [Three Dimensional] animation
- G06T13/40—3D [Three Dimensional] animation of characters, e.g. humans, animals or virtual beings
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
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- Oral & Maxillofacial Surgery (AREA)
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- Theoretical Computer Science (AREA)
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Abstract
The invention discloses a kind of facial-recognition security systems for cartoon design, including import modul, video acquiring module, facial recognition modules, message processing module, data obtaining module, statistical module, test module and storage module, the output end of the import modul is connect with the input terminal of the video acquiring module, the output end of the video acquiring module is connect with the input terminal of the facial recognition modules, the output end of the facial recognition modules is connect with the message processing module input terminal, the output end of the message processing module is connect with the input terminal of the data obtaining module, the output end of the data obtaining module is connect with the input terminal of the statistical module, the output end of the statistical module is connect with the input terminal of the test module, the output end of the test module is connect with the input terminal of the storage module.
Description
Technical field
The present invention relates to cartoon design technical fields, it particularly relates to a kind of face recognition system for cartoon design
System.
Background technique
Cartoon design belongs to CG industry part, mainly by caricature, animation combination plot form, with planar,
The correlation technique of expression such as three-dimensional animation, animation effect, forms distinctive visual art authoring modes, cartoon design is to pass through the modern times
The academic program of the ability practice of the theory and modern art of art, aesthetic, rational thinking and the creation mirror of training student
Other enjoing ability；Three-dimensional Animation Software tool can be used to carry out the creation of three-dimensional video display animation artistic work, it being capable of complete independently
Animation, animation editor, animation creation etc. intention task, current human facial expression recognition system in actual use, still
There are various inconveniences, requires whether to paste or smear, perform it each time using additional characteristic point
Before, this necessary preparation will be carried out, moreover, these systems are applied in film making.
For the problems in the relevant technologies, currently no effective solution has been proposed.
Summary of the invention
For the problems in the relevant technologies, the present invention proposes a kind of facial-recognition security systems for cartoon design, to overcome
Above-mentioned technical problem present in existing the relevant technologies.
The technical scheme of the present invention is realized as follows:
A kind of facial-recognition security systems for cartoon design, including import modul, video acquiring module, facial recognition modules, letter
Cease processing module, data obtaining module, statistical module, test module and storage module, the output end of the import modul and institute
State the input terminal connection of video acquiring module, the input terminal of the output end of the video acquiring module and the facial recognition modules
Connection, the output end of the facial recognition modules are connect with the message processing module input terminal, the message processing module
Output end is connect with the input terminal of the data obtaining module, the output end of the data obtaining module and the statistical module
Input terminal connection, the output end of the statistical module are connect with the input terminal of the test module, the output of the test module
End is connect with the input terminal of the storage module, and the message processing module includes eyebrow information reading module, eye information reading
Modulus block, nose information reading module, mouth information reading module, optimization module, threshold transformation module, skin tone detection module and
Noise removes module, and the data obtaining module includes eyebrow data obtaining module, eye information obtains module, nose information obtains
Modulus block and mouth data obtaining module.
Further, the import modul imports facial video by video camera.
Further, the output end of the eyebrow information reading module is connect with the input terminal of the optimization module, described
The output end of optimization module is connect with the input terminal of the threshold transformation module, the output end of the threshold transformation module with it is described
Noise removes the input terminal connection of module, the input of the output end and the eyebrow data obtaining module of the noise removal module
End connection.
Further, the output end of the eye information read module is connect with the input terminal of the optimization module, described
The output end of optimization module is connect with the input terminal of the threshold transformation module, the output end of the threshold transformation module with it is described
Noise removes the input terminal connection of module, and the output end and the eye information of the noise removal module obtain the input of module
End connection.
Further, the output end of the nose information reading module connect institute with the input terminal of noise removal module
The output end for stating noise removal module is connect with the input terminal of the nose data obtaining module.
Further, the output end of the mouth information reading module is connect with the input terminal of the skin tone detection module,
The output end of the skin tone detection module is connect with the input terminal of noise removal module, the output of the noise removal module
End is connect with the input terminal of the mouth data obtaining module.
Further, the statistical module includes integrating module and classifying module.
Beneficial effects of the present invention: obtaining for facial information is carried out to the video that import modul imports by video acquiring module
It takes, optimization is then respectively processed by each position of the message processing module to facial video information, then passes through information
The acquisition that module carries out information to the information that each position processing of face good handled by message processing module has optimized respectively is obtained,
Information acquired in data obtaining module is integrated and classified by statistical module again, then by test module to statistics
The information that module classification has been integrated is tested, and is finally stored the facial information that test is completed by storage module, always
For body, the present invention provides proprietary facial-recognition security systems for cartoon design, the existing human facial expression recognition of very good solution
The deficiency and inconvenience of system, so that the design of animation is more convenient.
Detailed description of the invention
It in order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, below will be to institute in embodiment
Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the invention
Example, for those of ordinary skill in the art, without creative efforts, can also obtain according to these attached drawings
Obtain other attached drawings.
Fig. 1 is a kind of functional block diagram of facial-recognition security systems for cartoon design according to an embodiment of the present invention；
Fig. 2 is the functional block diagram figure of message processing module and data obtaining module according to an embodiment of the present invention；
Fig. 3 is the functional block diagram of statistical module according to an embodiment of the present invention.
In figure:
1, import modul；2, video acquiring module；3, facial recognition modules；4, message processing module；5, data obtaining module；6,
Statistical module；7, test module；8, storage module；9, eyebrow information reading module；10, eye information read module；11, nose
Information reading module；12, mouth information reading module；13, optimization module；14, threshold transformation module；15, skin tone detection module；
16, noise removes module；17, eyebrow data obtaining module；18, eye information obtains module；19, nose data obtaining module；
20, mouth data obtaining module；21, module is integrated；22, classifying module.
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 only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art's every other embodiment obtained belong to what the present invention protected
Range.
According to an embodiment of the invention, providing a kind of facial-recognition security systems for cartoon design.
As shown in Figure 1-3, a kind of facial-recognition security systems for cartoon design according to an embodiment of the present invention, including import
Module 1, video acquiring module 2, facial recognition modules 3, message processing module 4, data obtaining module 5, statistical module 6, test
Module 7 and storage module 8, the output end of the import modul 1 are connect with the input terminal of the video acquiring module 2, the view
The output end that frequency obtains module 2 is connect with the input terminal of the facial recognition modules 3, the output end of the facial recognition modules 3
It is connect with the input terminal of the message processing module 4, the output end of the message processing module 4 and the data obtaining module 5
Input terminal connection, the output end of the data obtaining module 5 connect with the input terminal of the statistical module 6, the statistics mould
The output end of block 6 is connect with the input terminal of the test module 7, the output end of the test module 7 and the storage module 8
Input terminal connection, the message processing module 4 include eyebrow information reading module 9, eye information read module 10, nose information
Read module 11, mouth information reading module 12, optimization module 13, threshold transformation module 14, skin tone detection module 15 and noise
Module 16 is removed, the data obtaining module 5 includes eyebrow data obtaining module 17, eye information obtains module 18, nose is believed
Breath obtains module 19 and mouth data obtaining module 20.
With the aid of the technical scheme, facial information is carried out to the video that import modul 1 imports by video acquiring module 2
Acquisition, optimization is then respectively processed by each position of the facial video informations of 4 pairs of message processing module, is then passed through
The information that data obtaining module 5 has optimized each position processing of face good handled by message processing module 4 carries out information respectively
Acquisition, then information acquired in data obtaining module 5 is integrated and is classified by statistical module 6, then pass through test
The information that module 7 has integrated the classification of statistical module 6 is tested, and the facial information that test is completed finally is passed through storage module
8 are stored, in general, the present invention provides proprietary facial-recognition security systems for cartoon design, and very good solution is existing
The deficiency and inconvenience of human facial expression recognition system, so that the design of animation is more convenient.
In addition, the import modul 1 imports facial video by video camera, it is described convenient for obtaining the facial information in video
The output end of eyebrow information reading module 9 is connect with the input terminal of the optimization module 13, the output end of the optimization module 13
It is connect with the input terminal of the threshold transformation module 14, the output end of the threshold transformation module 14 and the noise remove module
16 input terminal connection, the output end of the noise removal module 16 and the input terminal of the eyebrow data obtaining module 17 connect
It connects, the output end of the eye information read module 10 is connect with the input terminal of the optimization module 13, the optimization module 13
Output end connect with the input terminal of the threshold transformation module 14, the output end of the threshold transformation module 14 and the noise
The input terminal connection of module 16 is removed, the output end of the noise removal module 16 obtains the defeated of module 18 with the eye information
Enter end connection, the output end of the nose information reading module 11 is connect with the input terminal of noise removal module 16, described
The output end of noise removal module 16 is connect with the input terminal of the nose data obtaining module 19, and the mouth information reads mould
The output end of block 12 is connect with the input terminal of the skin tone detection module 15, the output end of the skin tone detection module 15 with it is described
Noise removes the input terminal connection of module 16, the output end and the mouth data obtaining module 20 of the noise removal module 16
Input terminal connection, the information at facial position is carried out specifically handling respectively and be optimized, convenient for being provided with for cartoon design
Facial information is brought conveniently for cartoon design, and the statistical module 6 includes integrating module 21 and classifying module 22, is led to
It crosses and information is integrated and is classified, convenient for, to the use of information, providing perfect data source in cartoon design.
In conclusion being imported by video acquiring module 2 to import modul 1 by means of above-mentioned technical proposal of the invention
Video carry out the acquisition of facial information, then by each position of the facial video information of 4 pairs of message processing module respectively into
Then row processing optimization optimizes each position processing of face good handled by message processing module 4 by data obtaining module 5
Information carry out the acquisition of information respectively, then by statistical module 6 to information acquired in data obtaining module 5 carry out integration with
Then classification is tested, the face for finally completing test by the information that test module 7 has integrated the classification of statistical module 6
Portion's information is stored by storage module 8, and in general, the present invention provides proprietary face recognition system for cartoon design
System, the very good solution deficiency and inconvenience of existing human facial expression recognition system, so that the design of animation is more convenient.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Within mind and principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (7)
1. a kind of facial-recognition security systems for cartoon design, which is characterized in that including import modul (1), video acquiring module
(2), facial recognition modules (3), message processing module (4), data obtaining module (5), statistical module (6), test module (7) and
The output end of storage module (8), the import modul (1) is connect with the input terminal of the video acquiring module (2), the video
Obtain module (2) output end connect with the input terminal of the facial recognition modules (3), the facial recognition modules (3) it is defeated
Outlet is connect with the input terminal of the message processing module (4), and the output end of the message processing module (4) is obtained with the information
The input terminal of modulus block (5) connects, and the output end of the data obtaining module (5) and the input terminal of the statistical module (6) connect
It connects, the output end of the statistical module (6) is connect with the input terminal of the test module (7), the output of the test module (7)
End is connect with the input terminal of the storage module (8), and the message processing module (4) includes eyebrow information reading module (9), eye
Eyeball information reading module (10), nose information reading module (11), mouth information reading module (12), optimization module (13), threshold
It is worth conversion module (14), skin tone detection module (15) and noise removal module (16), the data obtaining module (5) includes eyebrow
Data obtaining module (17), eye information obtain module (18), nose data obtaining module (19) and mouth data obtaining module
(20).
2. a kind of facial-recognition security systems for cartoon design according to claim 1, which is characterized in that the importing mould
Block (1) imports facial video by video camera.
3. a kind of facial-recognition security systems for cartoon design according to claim 1, which is characterized in that the eyebrow letter
The output end of breath read module (9) is connect with the input terminal of the optimization module (13), the output end of the optimization module (13)
It is connect with the input terminal of the threshold transformation module (14), the output end of the threshold transformation module (14) and the noise remove
The input terminal of module (16) connects, output end and the eyebrow data obtaining module (17) of noise removal module (16)
Input terminal connection.
4. a kind of facial-recognition security systems for cartoon design according to claim 1, which is characterized in that the eyes letter
The output end of breath read module (10) is connect with the input terminal of the optimization module (13), the output end of the optimization module (13)
It is connect with the input terminal of the threshold transformation module (14), the output end of the threshold transformation module (14) and the noise remove
The input terminal of module (16) connects, and the output end and the eye information of noise removal module (16) obtain module (18)
Input terminal connection.
5. a kind of facial-recognition security systems for cartoon design according to claim 1, which is characterized in that the nose letter
The output end for ceasing read module (11) is connect with the input terminal of noise removal module (16), and the noise removes module (16)
Output end connect with the input terminal of the nose data obtaining module (19).
6. a kind of facial-recognition security systems for cartoon design according to claim 1, which is characterized in that the mouth letter
The output end of breath read module (12) is connect with the input terminal of the skin tone detection module (15), the skin tone detection module (15)
The input terminal of output end and the noise removal module (16) connect, the noise remove the output end of module (16) with it is described
The input terminal of mouth data obtaining module (20) connects.
7. a kind of facial-recognition security systems for cartoon design according to claim 1, which is characterized in that the statistics mould
Block (6) includes integrating module (21) and classifying module (22).
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Cited By (1)
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| CN113112015A (en) * | 2021-04-06 | 2021-07-13 | 咪咕动漫有限公司 | Model training method and device, electronic equipment and computer readable storage medium |
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Application publication date: 20181218 |