CN107423713A - U.S. face method, electronic installation and computer-readable recording medium - Google Patents
U.S. face method, electronic installation and computer-readable recording medium Download PDFInfo
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- 238000009434 installation Methods 0.000 title claims abstract description 66
- 238000000034 method Methods 0.000 title claims abstract description 56
- 230000000007 visual effect Effects 0.000 claims description 15
- 238000004590 computer program Methods 0.000 claims description 6
- 230000006870 function Effects 0.000 description 9
- 230000001815 facial effect Effects 0.000 description 7
- 210000003128 head Anatomy 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 3
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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
- G06V40/165—Detection; Localisation; Normalisation using facial parts and geometric relationships
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/04—Context-preserving transformations, e.g. by using an importance map
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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
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Abstract
The invention discloses a kind of U.S. face method, for electronic installation.The U.S. face method includes：Obtain infrared face image and colorized face images corresponding with infrared face image；Obtain the mutual demarcation relation of infrared face image and colorized face images；Infrared face image is handled to identify infrared face part；The colored face part of colorized face images is determined according to infrared face part and mutual demarcation relation；With U.S. face processing is carried out to colored face part to obtain U.S. face image.In addition, the invention also discloses a kind of electronic installation and computer-readable recording medium.U.S. face method, electronic installation and the computer-readable recording medium of the present invention identifies human face five-sense-organ exactly using infrared face image, so as to carry out U.S. face processing to colorized face images according to human face five-sense-organ.
Description
Technical field
The present invention relates to electronic installation, more particularly to a kind of U.S. face method, electronic installation and computer-readable recording medium.
Background technology
Many U.S. face technologies are required for identifying human face five-sense-organ, but existing front camera or rear camera coordinate
Algorithm is all difficult to accurately identify human face five-sense-organ, causes U.S. face effect poor.
The content of the invention
Embodiments of the present invention provide a kind of U.S. face method, electronic installation and computer-readable recording medium.
A kind of U.S. face method of embodiments of the present invention, for electronic installation, the U.S. face method comprises the following steps：
Obtain infrared face image and colorized face images corresponding with the infrared face image；
Obtain the mutual demarcation relation of the infrared face image and the colorized face images；
The infrared face image is handled to identify infrared face part；
The colored face of the colorized face images are determined according to the infrared face part and the mutually demarcation relation
Part；With
U.S. face processing is carried out to obtain U.S. face image to the colored face part.
A kind of electronic installation of embodiments of the present invention, the electronic installation include processor, and the processor is used for：
Obtain infrared face image and colorized face images corresponding with the infrared face image；
Obtain the mutual demarcation relation of the infrared face image and the colorized face images；
The infrared face image is handled to identify infrared face part；
The colored face of the colorized face images are determined according to the infrared face part and the mutually demarcation relation
Part；With
U.S. face processing is carried out to obtain U.S. face image to the colored face part.
A kind of electronic installation of embodiments of the present invention, including：
One or more processors；
Memory；And
One or more programs, wherein one or more of programs are stored in the memory, and it is configured
By one or more of computing devices, described program is used for the instruction for performing the U.S. face method.
A kind of computer-readable recording medium of embodiments of the present invention, including the calculating being used in combination with electronic installation
Machine program, the computer program can be executed by processor to complete the U.S. face method.
U.S. face method, electronic installation and the computer-readable recording medium of embodiment of the present invention utilize infrared face image
Human face five-sense-organ is identified exactly, so as to carry out U.S. face processing to colorized face images according to human face five-sense-organ.
The additional aspect and advantage of the present invention will be set forth in part in the description, and will partly become from the following description
Obtain substantially, or recognized by the practice of the present invention.
Brief description of the drawings
The above-mentioned and/or additional aspect and advantage of the present invention is from combining in description of the accompanying drawings below to embodiment by change
Obtain substantially and be readily appreciated that, wherein：
Fig. 1 is the schematic flow sheet of the U.S. face method of embodiment of the present invention；
Fig. 2 is the floor map of the electronic installation of embodiment of the present invention；
Fig. 3 is another schematic flow sheet of the U.S. face method of embodiment of the present invention；
Fig. 4 is another floor map of the electronic installation of embodiment of the present invention；
Fig. 5 is the infrared camera of embodiment of the present invention, the view of visible image capturing head；
Fig. 6 is another floor map of the electronic installation of embodiment of the present invention；
Fig. 7 is another schematic flow sheet of the U.S. face method of embodiment of the present invention；
Fig. 8 is another schematic flow sheet of the U.S. face method of embodiment of the present invention；
Fig. 9 is another schematic flow sheet of the U.S. face method of embodiment of the present invention；
Figure 10 is another floor map of the electronic installation of embodiment of the present invention；
Figure 11 is another floor map of the electronic installation of embodiment of the present invention；
Figure 12 is the connection diagram that the electronic installation of embodiment of the present invention and calculating connect readable storage medium storing program for executing.
Main element symbol description：
Electronic installation 100, visible image capturing are first 10, iris recognition module 20, infrared light supply 22, infrared camera 24, place
Manage device 30, housing 60, preceding surface 62, memory 70, computer-readable recording medium 800.
Embodiment
Embodiments of the present invention are described below in detail, the embodiment of the embodiment is shown in the drawings, wherein
Same or similar label represents same or similar element or the element with same or like function from beginning to end.Lead to below
It is exemplary to cross the embodiment being described with reference to the drawings, and is only used for explaining the present invention, and it is not intended that to limit of the invention
System.
Also referring to Fig. 1 and Fig. 2, the U.S. face method of embodiment of the present invention can be used for electronic installation 100.U.S. face side
Method comprises the following steps：
S312：Obtain infrared face image, colorized face images corresponding with infrared face image；
S313：Obtain the mutual demarcation relation of infrared face image and colorized face images；
S314：Infrared face image is handled to identify infrared face part；
S316：The colored face part of colorized face images is determined according to infrared face part and mutual demarcation relation；With
S317：U.S. face processing is carried out to colored face part to obtain U.S. face image.
Referring to Fig. 2, the electronic installation 100 of embodiment of the present invention includes processor 30.Processor 30 is used for：
Obtain infrared face image, colorized face images corresponding with infrared face image；
Obtain the mutual demarcation relation of infrared face image and colorized face images；
Infrared face image is handled to identify infrared face part；
The colored face part of colorized face images is determined according to infrared face part and mutual demarcation relation；With
U.S. face processing is carried out to colored face part to obtain U.S. face image.
In other words, the U.S. face method of embodiment of the present invention can be real by the electronic installation 100 of embodiment of the present invention
It is existing, wherein, step S312, S313, S314, S316 and S317 can be realized by processor 30.
The U.S. face method and electronic installation 100 of embodiment of the present invention identify face five exactly using infrared face image
Official, so as to carry out U.S. face processing to colorized face images according to human face five-sense-organ.
Specifically, because the diversity of ambient light, the colored face part of colorized face images can show different characteristic,
So that being difficult to identify colored face part exactly during processing colorized face images, and then it is difficult to colored human face figure
The colored face part of picture carries out U.S. face processing.On the other hand, the feature of the infrared face part of infrared face image compares one
Cause, so that can relatively accurately identify infrared face part during processing infrared face image.Therefore, acquisition can be passed through
Infrared face image and colorized face images corresponding with infrared face image, then according to infrared face image and colored human face
The mutual demarcation relation of image by infrared face image recognition to infrared face part correspond to the colours of colorized face images
Face part, and then the accurate identification to the colored face part of colorized face images can be realized.
In some embodiments, infrared face image refers to gather the facial image that infrared light is formed, colored human face figure
Seem to refer to the facial image that collection visible ray is formed.Infrared face part refers to the face part of infrared face image, colour five
Official part refers to the face part of colorized face images.Face part can refer in eyebrow, eyes, nose, face and ear
It is at least one.Mutual demarcation relation refers to the position transformational relation of infrared face image and colorized face images.It is appreciated that
Infrared face image and colorized face images may not be completely overlapped, typically have certain deviation, i.e., same object exists
Image space in infrared face image and the image space in colorized face images may be different, therefore, it is determined that thing
Body is behind the position of infrared face image, it is necessary to determine object in the corresponding position of colorized face images using mutual demarcation relation
Put.
The U.S. face processing of colored face part progress to colorized face images can include a variety of processing methods, such as to nose
Son carries out grinding skin to remove blackhead, carry out eyes U.S. pupil processing, processing lip portion so that lip is ruddy, repaiies eyebrow
Eyebrow etc., is not specifically limited herein.
In some embodiments, electronic installation 100 includes mobile phone, notebook computer, tablet personal computer, intelligent watch or intelligence
Can glasses.In embodiments of the present invention, electronic installation 100 is mobile phone.
Also referring to Fig. 3-5, in some embodiments, electronic installation 100 includes visible image capturing first 10 and iris
Module 20 is identified, iris recognition module 20 includes infrared camera 24.The visual field and infrared camera 24 of visible image capturing first 10
Visual field it is least partially overlapped.U.S. face method comprises the following steps：
S318：Infrared camera 24 is controlled to gather infrared face image；With
S322：Control the first 10 collection colorized face images of visible image capturing.
Referring to Fig. 4 and Fig. 5, in some embodiments, electronic installation 100 includes visible image capturing first 10 and rainbow
Film identifies module 20, and iris recognition module 20 includes infrared camera 24.The visual field and infrared camera of visible image capturing first 10
24 visual field is least partially overlapped.Processor 30 is used for：
Infrared camera 24 is controlled to gather infrared face image；With
Control the first 10 collection colorized face images of visible image capturing.
In other words, step S318 and S322 can be realized by processor 30.
In this way, the infrared photography of the first 10 acquisition infrared face image of visible image capturing and iris recognition module 20 can be utilized
First 24 obtain colorized face images.
It is appreciated that electronic installation 100, in order to realize the diversity of function, electronic installation 100 can be taken the photograph including visible ray
As first 10 with the first 10 collection colorized face images of utilization visible image capturing.In addition, electronic installation 100 can also include iris recognition
Module 20 can be adopted with carrying out iris recognition using iris recognition module 20 using the infrared camera 24 of iris recognition module 20
Collect infrared face image.
In some embodiments, the visual field of the visual field of infrared camera 24 and visible image capturing first 10 at least partly weight
It is folded, infrared camera 24 and visible image capturing first 10 can be allowd to cooperate.
Specifically, the visual field of the visual field of infrared camera 24 and visible image capturing first 10 it is least partially overlapped may insure it is red
There is mutually demarcation relation in outer facial image and colorized face images, i.e., some objects are in infrared face image and colored human face figure
As corresponding part can be found, for example, face is in infrared camera 24 and the lap of visible image capturing first 10, so as to
It can determine that face is adopted in visible image capturing first 10 using the position for the infrared face image that face gathers in infrared camera 24
The position of the colorized face images of collection.It should be noted that the visual field of the visual field and visible image capturing first 10 of infrared camera 24
Lap is more, and the fitness of infrared face image and colorized face images is higher, is more advantageously implemented embodiment party of the present invention
The U.S. face method of formula.In order to increase the visual field lap of infrared camera 24 and visible image capturing first 10, infrared camera 24
It can be disposed adjacent with visible image capturing first 10.
In some embodiments, it is infrared to take the photograph in order to ensure infrared face image is similar with the height of colorized face images
As first 24 and visible image capturing first 10 can gather image simultaneously, i.e. infrared face image and colorized face images can be same
What the moment obtained.
Referring to Fig. 4, in some embodiments, iris recognition module 20 includes infrared light supply 22, infrared light supply
22 are used to aid in infrared camera 24 to gather infrared face image.
In this way, infrared light supply 22 can be utilized to aid in infrared camera 24 to obtain more visible infrared face image to identify
Infrared face part.
In some embodiments, in order to improve the recognition efficiency of the infrared face part of infrared face image, Ke Yi
Infrared camera 24 starts infrared light supply 22 when gathering infrared face image, so that infrared light is equably radiated at face
On, and then make it that the infrared face part of the infrared face image of the collection of infrared camera 24 is more obvious and clear.
Infrared light supply 22 and infrared camera 24 need cooperative cooperating to realize collection infrared face image, can will be infrared
Light source 22 and infrared camera 24 are arranged on the same side on electronic installation 100, and by infrared light supply 22 and infrared camera
24 are disposed adjacent, so that the infrared light that infrared light supply 22 is launched can be gathered after body surface by infrared camera 24
Arrive.
In some embodiments, infrared light supply 22 be refer to produce infra-red radiation (infrared light) light source, infrared spoke
It is a range of electromagnetic radiation of the wavelength more than red wavelengths to penetrate.
Referring to Fig. 6, in some embodiments, electronic installation 100 includes housing 60, housing 60 includes preceding surface 62.
Iris recognition module 20 and visible image capturing first 10 are arranged in housing 60 and exposed from preceding surface 62.
In this way, the housing 60 of electronic installation 100 can be utilized to protect iris recognition module 20 and first 10 He of visible image capturing
It is easy to iris recognition module 20 and visible image capturing first 10 to be operated.
Specifically, iris recognition module 20 and visible image capturing first 10 is arranged in housing 60, housing 60 can be utilized
Iris recognition module 20 and visible image capturing first 10 are protected in the effect of dustproof and waterproof, so as to avoid iris recognition module 20 and can
Light video camera head 10 is seen by the damage of extraneous factor and influences its progress normal work.In addition, by iris recognition module 20 and can
Seeing that light video camera head 10 exposes from preceding surface 62 can facilitate iris recognition module 20 and visible image capturing first 10 to be operated, and avoid
The infrared camera 24 and the first 10 collection light of visible image capturing of iris recognition module 20 are influenceed, so that it is guaranteed that iris recognition module
20 and visible image capturing first 10 being capable of efficient operation.
Referring to Fig. 7, in some embodiments, U.S. face method comprises the following steps：
S324：Determine that mutually demarcation is closed according to the relative position relation between infrared camera 24 and visible image capturing first 10
System.
Referring to Fig. 4, in some embodiments, processor 30 is used for：
Mutually demarcation relation is determined according to the relative position relation between infrared camera 24 and visible image capturing first 10.
In other words, step S324 can be realized by processor 30.
In this way, it can rapidly obtain mutual demarcation relation.
Specifically, infrared camera 24 and visible can be obtained by testing or measuring before electronic installation 100 dispatches from the factory
Relative position relation between light video camera head 10, then pass through the relative position between infrared camera 24 and visible image capturing first 10
Relation determines mutually demarcation relation.In some embodiments, electronic installation 100 prestores is taken the photograph by infrared camera 24 and visible ray
Demarcate as the relative position relation between first 10 and/or mutually relation, i.e. electronic installation 100 prestores relative position relation, or
Mutually demarcation relation, or relative position relation and mutual demarcation relation.
Referring to Fig. 8, in some embodiments, U.S. face method comprises the following steps：
S326：Association preserves infrared face image, colorized face images and U.S. face image.
Referring to Fig. 4, in some embodiments, processor 30 is used for：
Association preserves infrared face image, colorized face images and U.S. face image.
In other words, step S326 can be realized by processor 30.
In this way, infrared face image, colorized face images and U.S. face image can be saved.
Specifically, processor 30 controls infrared camera 24 to gather infrared face image and controls visible image capturing first 10 to adopt
After collecting colorized face images, U.S. face image is obtained using the U.S. face method of embodiment of the present invention, then by infrared face image, coloured silk
Color facial image and U.S. face image are associated preservation, so as to can both preserve by the infrared face image before image procossing
And colorized face images, the relevance that can be preserved again according to association obtain the U.S. face image passed through after image procossing.
Referring to Fig. 9, in some embodiments, U.S. face method comprises the following steps：
S328：Infrared face image is handled to obtain infrared face characteristic point；
S332：Colorized face images are handled to obtain colored human face characteristic point；With
S334：Infrared face characteristic point and colored human face characteristic point are compared to determine mutual demarcation relation.
Referring to Fig. 2, in some embodiments, processor 30 is used for：
Infrared face image is handled to obtain infrared face characteristic point；
Colorized face images are handled to obtain colored human face characteristic point；With
Infrared face characteristic point and colored human face characteristic point are compared to determine mutual demarcation relation.
In other words, step S328, S332 and S334 can be realized by processor 30.
In this way, mutual demarcation relation can be obtained exactly.
Specifically, electronic installation 100 may not have default mutually demarcation relation, therefore can pass through image procossing
Method obtains mutual demarcation relation.Processing infrared face image can obtain infrared face characteristic point, by handling colored people
Face image can obtain colored human face characteristic point, can be obtained by the comparison of infrared face characteristic point and colored human face characteristic point
Mutually demarcation relation.Wherein, infrared face characteristic point refers to the characteristic point of infrared face image, and colored human face characteristic point refers to coloured silk
The characteristic point of color facial image, characteristic point can refer to state point or the region of characteristics of image, such as facial contour, pass through
Facial contour determines position of the face respectively in infrared face image and colorized face images, so that according to face in infrared people
Face image and the relative position of colorized face images obtain mutual demarcation relation exactly.
Referring to Fig. 10, in some embodiments, electronic installation 100 includes memory 70, memory 70 is used to store
Infrared face image and colorized face images.
In this way, the infrared face image of the storage of memory 70 and colorized face images can be utilized to realize embodiment party of the present invention
The U.S. face method of formula.
Specifically, electronic installation 100 includes memory 70, and memory 70 is stored with infrared face image and colored human face figure
Picture, processor 30 can handle the infrared face image stored in memory 70 and colored human face corresponding with infrared face image
Image, so as to obtain U.S. face image.In some embodiments, electronic installation 100 does not have IMAQ ability, can pass through
Infrared face image and colorized face images are stored in memory 70, so as to realize the U.S. face side of embodiment of the present invention
Method.
Figure 11 is referred to, the electronic installation 100 of embodiment of the present invention includes one or more processors 30, memory 70
And one or more programs.Wherein one or more programs are stored in memory 70, and are configured by one or more
Individual processor 30 performs, and program is used for the instruction for performing the U.S. face method of any of the above-described embodiment of the present invention.
For one of example, program can be used for the instruction for performing following U.S. face method：
S312：Obtain infrared face image, colorized face images corresponding with infrared face image；
S313：Determine the mutual demarcation relation of infrared face image and colorized face images；
S314：Infrared face image is handled to identify infrared face part；
S316：The colored face part of colorized face images is determined according to infrared face part and mutual demarcation relation；With
S317：U.S. face processing is carried out to colored face part to obtain U.S. face image.
Refer to Figure 12, the computer-readable recording medium 800 of embodiment of the present invention, including with the knot of electronic installation 100
The computer program used is closed, computer program can be performed by processor 30 to complete U.S. of any of the above-described embodiment of the present invention
Face method.
For one of example, computer program can be performed by processor 30 to complete following U.S. face method：
S312：Obtain infrared face image, colorized face images corresponding with infrared face image；
S313：Determine the mutual demarcation relation of infrared face image and colorized face images；
S314：Infrared face image is handled to identify infrared face part；
S316：The colored face part of colorized face images is determined according to infrared face part and mutual demarcation relation；With
S317：U.S. face processing is carried out to colored face part to obtain U.S. face image.
It is situated between it is pointed out that computer-readable recording medium 800 can be the storage being built in electronic installation 100
Matter or be plugged on electronic installation 100 storage medium with can plugging.
In the description of embodiments of the present invention, term " first ", " second " are only used for describing purpose, without being understood that
To indicate or implying relative importance or the implicit quantity for indicating indicated technical characteristic.Thus, define " first ",
One or more feature can be expressed or be implicitly included to the feature of " second ".In embodiments of the present invention
In description, " multiple " are meant that two or more, unless otherwise specifically defined.
, it is necessary to illustrate in the description of embodiments of the present invention, unless otherwise clearly defined and limited, term
" installation ", " connected ", " connection " should be interpreted broadly, for example, it may be fixedly connected or be detachably connected, or one
Connect body；It can be mechanical connection or electrical connection or can mutually communicate；Can be joined directly together, can also lead to
Cross intermediary to be indirectly connected, can be connection or the interaction relationship of two elements of two element internals.For ability
For the those of ordinary skill in domain, it can understand that above-mentioned term in embodiments of the present invention specific contains as the case may be
Justice.
In the description of this specification, reference term " embodiment ", " some embodiments ", " schematically implementation
The description of mode ", " example ", " specific example " or " some examples " etc. means the tool with reference to the embodiment or example description
Body characteristicses, structure, material or feature are contained at least one embodiment or example of the present invention.In this manual,
Identical embodiment or example are not necessarily referring to the schematic representation of above-mentioned term.Moreover, the specific features of description, knot
Structure, material or feature can combine in an appropriate manner in any one or more embodiments or example.
Any process or method described otherwise above description in flow chart or herein is construed as, and represents to include
Module, fragment or the portion of the code of the executable instruction of one or more the step of being used to realize specific logical function or process
Point, and the scope of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discuss suitable
Sequence, including according to involved function by it is basic simultaneously in the way of or in the opposite order, carry out perform function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system including the system of processing module or other can be from instruction
The system of execution system, device or equipment instruction fetch and execute instruction) use, or combine these instruction execution systems, device or
Equipment and use.For the purpose of this specification, " computer-readable medium " can be it is any can include, store, communicating, propagating or
Transmission program uses for instruction execution system, device or equipment or with reference to these instruction execution systems, device or equipment
Device.The more specifically example (non-exhaustive list) of computer-readable medium includes following：With one or more wiring
Electrical connection section (electronic installation), portable computer diskette box (magnetic device), random access memory (RAM), read-only storage
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device, and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium, which can even is that, to print the paper of described program thereon or other are suitable
Medium, because can then enter edlin, interpretation or if necessary with it for example by carrying out optical scanner to paper or other media
His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each several part of embodiments of the present invention can be with hardware, software, firmware or combinations thereof come real
It is existing.In the above-described embodiment, multiple steps or method can use storage in memory and by suitable instruction execution system
The software or firmware of execution is realized.If for example, being realized with hardware, with another embodiment, ability can be used
Any one of following technology known to domain or their combination are realized：With for realizing logic function to data-signal
The discrete logic of logic gates, there is the application specific integrated circuit of suitable combinational logic gate circuit, programmable gate array
(PGA), field programmable gate array (FPGA) etc..
Those skilled in the art are appreciated that to realize all or part of step that above-described embodiment method carries
Suddenly it is that by program the hardware of correlation can be instructed to complete, described program can be stored in a kind of computer-readable storage medium
In matter, the program upon execution, including one or a combination set of the step of embodiment of the method.
In addition, each functional unit in various embodiments of the present invention can be integrated in a processing module, also may be used
To be that unit is individually physically present, can also two or more units be integrated in a module.It is above-mentioned integrated
Module can both be realized in the form of hardware, can also be realized in the form of software function module.The integrated module
If realized in the form of software function module and as independent production marketing or in use, a calculating can also be stored in
In machine read/write memory medium.
Storage medium mentioned above can be read-only storage, disk or CD etc..
Although embodiments of the invention have been shown and described above, it is to be understood that above-described embodiment is example
Property, it is impossible to limitation of the present invention is interpreted as, one of ordinary skill in the art within the scope of the invention can be to above-mentioned
Embodiment is changed, changed, replacing and modification.
Claims (18)
1. a kind of U.S. face method, for electronic installation, it is characterised in that the U.S. face method comprises the following steps：
Obtain infrared face image and colorized face images corresponding with the infrared face image；
Obtain the mutual demarcation relation of the infrared face image and the colorized face images；
The infrared face image is handled to identify infrared face part；
The colored face part of the colorized face images is determined according to the infrared face part and the mutually demarcation relation；
With
U.S. face processing is carried out to obtain U.S. face image to the colored face part.
2. U.S. face method as claimed in claim 1, it is characterised in that the electronic installation includes visible image capturing head and iris
Module is identified, the iris recognition module includes infrared camera, the visual field of the visible image capturing head and the infrared photography
The visual field of head is least partially overlapped, and the U.S. face method comprises the following steps：
The infrared camera is controlled to gather the infrared face image；With
The visible image capturing head is controlled to gather the colorized face images.
3. U.S. face method as claimed in claim 2, it is characterised in that the iris recognition module includes infrared light supply, described
Infrared light supply is used to aid in the infrared camera to gather the infrared face image.
4. U.S. face method as claimed in claim 2, it is characterised in that the electronic installation includes housing, and the housing includes
Preceding surface, the iris recognition module and the visible image capturing head are arranged in the housing and exposed from the preceding surface.
5. U.S. face method as claimed in claim 4, it is characterised in that the U.S. face method comprises the following steps：
Determine that the mutually demarcation is closed according to the relative position relation between the infrared camera and the visible image capturing head
System.
6. U.S. face method as claimed in claim 2, it is characterised in that the U.S. face method comprises the following steps：
Association preserves infrared face image, the colorized face images and the U.S. face image.
7. U.S. face method as claimed in claim 1, it is characterised in that the U.S. face method comprises the following steps：
The infrared face image is handled to obtain infrared face characteristic point；
The colorized face images are handled to obtain colored human face characteristic point；With
The infrared face characteristic point and the colored human face characteristic point are compared to determine the mutually demarcation relation.
8. U.S. face method as claimed in claim 1, it is characterised in that the electronic installation includes memory, the memory
For storing the infrared face image and the colorized face images.
9. a kind of electronic installation, it is characterised in that the electronic installation includes processor, and the processor is used for：
Obtain infrared face image and colorized face images corresponding with the infrared face image；
Obtain the mutual demarcation relation of the infrared face image and the colorized face images；
The infrared face image is handled to identify infrared face part；
The colored face part of the colorized face images is determined according to the infrared face part and the mutually demarcation relation；
With
U.S. face processing is carried out to obtain U.S. face image to the colored face part.
10. electronic installation as claimed in claim 9, it is characterised in that the electronic installation includes visible image capturing head and rainbow
Film identifies module, and the iris recognition module includes infrared camera, the visual field of the visible image capturing head and described infrared takes the photograph
As the visual field of head is least partially overlapped, the processor is used for：
The infrared camera is controlled to gather the infrared face image；With
The visible image capturing head is controlled to gather the colorized face images.
11. electronic installation as claimed in claim 10, it is characterised in that the iris recognition module includes infrared light supply, institute
Infrared light supply is stated to be used to aid in the infrared camera to gather the infrared face image.
12. electronic installation as claimed in claim 10, it is characterised in that the electronic installation includes housing, the housing bag
Preceding surface is included, the iris recognition module and the visible image capturing head are arranged in the housing and revealed from the preceding surface
Go out.
13. electronic installation as claimed in claim 12, it is characterised in that the processor is used for：
Determine that the mutually demarcation is closed according to the relative position relation between the infrared camera and the visible image capturing head
System.
14. electronic installation as claimed in claim 10, it is characterised in that the processor is used for：
Association preserves infrared face image, the colorized face images and the U.S. face image.
15. electronic installation as claimed in claim 9, it is characterised in that the processor is used for：
The infrared face image is handled to obtain infrared face characteristic point；
The colorized face images are handled to obtain colored human face characteristic point；With
The infrared face characteristic point and the colored human face characteristic point are compared to determine the mutually demarcation relation.
16. electronic installation as claimed in claim 9, it is characterised in that the electronic installation includes memory, the memory
For storing the infrared face image and the colorized face images.
A kind of 17. electronic installation, it is characterised in that including：
One or more processors；
Memory；And
One or more programs, wherein one or more of programs are stored in the memory, and it is configured by institute
One or more processors execution is stated, described program is used for the finger that perform claim requires the U.S. face method described in 1-8 any one
Order.
A kind of 18. computer-readable recording medium, it is characterised in that including the computer program being used in combination with electronic installation,
The computer program can be executed by processor to complete the U.S. face method described in claim 1-8 any one.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110188670A (en) * | 2019-05-29 | 2019-08-30 | 广西释码智能信息技术有限公司 | Face image processing process, device in a kind of iris recognition and calculate equipment |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101202845A (en) * | 2007-11-14 | 2008-06-18 | 北京大学 | Method for changing infrared image into visible light image |
| CN102567714A (en) * | 2011-12-14 | 2012-07-11 | 深圳市中控生物识别技术有限公司 | Method for correcting color image and black-and-white image based on double-camera face identification |
| CN203179038U (en) * | 2013-04-08 | 2013-09-04 | 江苏浩顺智能科技有限公司 | USB duel-camera facial recognition data collector |
| CN105827965A (en) * | 2016-03-25 | 2016-08-03 | 维沃移动通信有限公司 | Image processing method based on mobile terminal and mobile terminal |
| CN106384086A (en) * | 2016-08-31 | 2017-02-08 | 广州市贺氏办公设备有限公司 | Dual-camera face identification method and system |
| CN106778524A (en) * | 2016-11-25 | 2017-05-31 | 努比亚技术有限公司 | A kind of face value based on dual camera range finding estimates devices and methods therefor |
| CN106815914A (en) * | 2017-01-25 | 2017-06-09 | 辛明江 | A kind of gate control system and unlocking method based on face recognition technology |
-
2017
- 2017-07-28 CN CN201710632720.3A patent/CN107423713B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101202845A (en) * | 2007-11-14 | 2008-06-18 | 北京大学 | Method for changing infrared image into visible light image |
| CN102567714A (en) * | 2011-12-14 | 2012-07-11 | 深圳市中控生物识别技术有限公司 | Method for correcting color image and black-and-white image based on double-camera face identification |
| CN203179038U (en) * | 2013-04-08 | 2013-09-04 | 江苏浩顺智能科技有限公司 | USB duel-camera facial recognition data collector |
| CN105827965A (en) * | 2016-03-25 | 2016-08-03 | 维沃移动通信有限公司 | Image processing method based on mobile terminal and mobile terminal |
| CN106384086A (en) * | 2016-08-31 | 2017-02-08 | 广州市贺氏办公设备有限公司 | Dual-camera face identification method and system |
| CN106778524A (en) * | 2016-11-25 | 2017-05-31 | 努比亚技术有限公司 | A kind of face value based on dual camera range finding estimates devices and methods therefor |
| CN106815914A (en) * | 2017-01-25 | 2017-06-09 | 辛明江 | A kind of gate control system and unlocking method based on face recognition technology |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110188670A (en) * | 2019-05-29 | 2019-08-30 | 广西释码智能信息技术有限公司 | Face image processing process, device in a kind of iris recognition and calculate equipment |
| CN110188670B (en) * | 2019-05-29 | 2021-11-09 | 广西释码智能信息技术有限公司 | Face image processing method and device in iris recognition and computing equipment |
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