CN107491759A - A kind of mixed mode register method and device - Google Patents

A kind of mixed mode register method and device Download PDF

Info

Publication number
CN107491759A
CN107491759A CN201710719086.7A CN201710719086A CN107491759A CN 107491759 A CN107491759 A CN 107491759A CN 201710719086 A CN201710719086 A CN 201710719086A CN 107491759 A CN107491759 A CN 107491759A
Authority
CN
China
Prior art keywords
mouth
smile
user
facial image
mixed mode
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201710719086.7A
Other languages
Chinese (zh)
Other versions
CN107491759B (en
Inventor
陈书楷
杨奇
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Xiamen Entropy Technology Co., Ltd
Original Assignee
Xiamen Central Intelligent Information Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Xiamen Central Intelligent Information Technology Co Ltd filed Critical Xiamen Central Intelligent Information Technology Co Ltd
Priority to CN201710719086.7A priority Critical patent/CN107491759B/en
Publication of CN107491759A publication Critical patent/CN107491759A/en
Application granted granted Critical
Publication of CN107491759B publication Critical patent/CN107491759B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • G06V40/172—Classification, e.g. identification
    • 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
    • G06V40/174—Facial expression recognition
    • G06V40/176—Dynamic expression
    • 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
    • G06V40/40—Spoof detection, e.g. liveness detection
    • G06V40/45—Detection of the body part being alive
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C1/00—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
    • G07C1/10—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people together with the recording, indicating or registering of other data, e.g. of signs of identity
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00—Individual registration on entry or exit
    • G07C9/30—Individual registration on entry or exit not involving the use of a pass
    • G07C9/32—Individual registration on entry or exit not involving the use of a pass in combination with an identity check
    • G07C9/37—Individual registration on entry or exit not involving the use of a pass in combination with an identity check using biometric data, e.g. fingerprints, iris scans or voice recognition

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Studio Devices (AREA)
  • Image Analysis (AREA)

Abstract

The invention discloses a kind of mixed mode register method and device, this method to include：Receive the face registering instruction of user's input；Send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression pattern；Gather the facial image of user；Judge whether the expression pattern of user in facial image matches with mixed mode instructions, if so, determining that facial image comes from live body, carry out face registration.This method realizes the variation for providing face registration template.

Description

A kind of mixed mode register method and device
Technical field
The present invention relates to face register technique field, more particularly to a kind of mixed mode register method and device.
Background technology
At present, existing work attendance and gate inhibition's product, can have human face photo, papery human face photo or infrared printing photo etc. and attack The security breaches hit.It is single to there is anti-false mode in the products application with social class company is paid, for example Alipay is in account Face verification mode during login is single, such as one action of blinking.
When carrying out Face datection, if user is detected using face is forged, it may appear that pass through people using face is forged The leak of face checking, such Face datection is ineffective, and the face characteristic of acquisition does not have expression, and face characteristic is single, such as this person Face registration template is single.
The content of the invention
It is an object of the invention to provide a kind of mixed mode register method and device, and face registration template is provided to realize Variation.
In order to solve the above technical problems, the present invention provides a kind of mixed mode register method, this method includes：
Receive the face registering instruction of user's input；
Send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression pattern；
Gather the facial image of user；
Judge whether the expression pattern of user in facial image matches with mixed mode instructions, if so, determining face figure As coming from live body, face registration is carried out.
Preferably, the mixed mode instructions open one's mouth to instruct, open one's mouth instruction or the instruction of smiling of closing one's eyes of smiling including eye closing； The expression pattern is opened one's mouth pattern, open one's mouth Smile Mode or eye closing Smile Mode including eye closing.
Preferably, send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression pattern, bag Include：
Send eye closing to open one's mouth to instruct, prompt user to be opened one's mouth pattern into eye closing according to eye closing instruction of opening one's mouth；
Or instruction of smiling of opening one's mouth is sent, prompt user to enter Smile Mode of opening one's mouth according to smile instruction of opening one's mouth；
Or smile instruction of closing one's eyes is sent, prompt user to enter eye closing Smile Mode according to closing one's eyes to smile to instruct.
Preferably, whether the expression pattern for judging user in facial image matches with mixed mode instructions, if so, Determine that facial image comes from live body, carry out face registration, including：
When mixed mode instructions are that eye closing opens one's mouth to instruct, whether the expression pattern for judging user in facial image is eye closing Open one's mouth pattern, if so, determining that facial image come from live body, progress face registration；
Or when mixed mode instructions for open one's mouth smile instruction when, judge user in facial image expression pattern whether For Smile Mode of opening one's mouth, if so, determining that facial image comes from live body, face registration is carried out；
Or when mixed mode instructions for close one's eyes smile instruction when, judge user in facial image expression pattern whether For eye closing Smile Mode, if so, determining that facial image comes from live body, face registration is carried out.
The present invention also provides a kind of face calling mechanism, it is characterised in that for realizing the above method, including：
Receiving module, for receiving the face registering instruction of user's input；
Sending module, for sending mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression Pattern；
Acquisition module, for gathering the facial image of user；
Judge module, for judging whether the expression pattern of user in facial image matches with mixed mode instructions, if It is to determine that facial image comes from live body, carries out face registration.
Preferably, the mixed mode instructions open one's mouth to instruct, open one's mouth instruction or the instruction of smiling of closing one's eyes of smiling including eye closing； The expression pattern is opened one's mouth pattern, open one's mouth Smile Mode or eye closing Smile Mode including eye closing.
Preferably, the sending module opens one's mouth to instruct specifically for sending eye closing, prompts user to open one's mouth to instruct according to eye closing Opened one's mouth pattern into eye closing；Or instruction of smiling of opening one's mouth is sent, prompt user to enter smile mould of opening one's mouth according to smile instruction of opening one's mouth Formula；Or smile instruction of closing one's eyes is sent, prompt user to enter eye closing Smile Mode according to closing one's eyes to smile to instruct.
Preferably, the judge module is specifically used for, when mixed mode instructions are that eye closing opens one's mouth to instruct, judging face figure Whether the expression pattern of user is that eye closing is opened one's mouth pattern as in, if so, determining that facial image come from live body, progress face registration； Or when mixed mode instructions for open one's mouth smile instruction when, judge user in facial image expression pattern whether be open one's mouth it is micro- Pattern is laughed at, if so, determining that facial image comes from live body, carries out face registration；Or when mixed mode instructions are that eye closing smile refers to When making, whether the expression pattern for judging user in facial image is eye closing Smile Mode, if so, determining that facial image comes from live body Carry out face registration.
A kind of mixed mode register method provided by the present invention and device, receive the face registering instruction of user's input； Send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression pattern；Gather the face figure of user Picture；Judge whether the expression pattern of user in facial image matches with mixed mode instructions, if so, determining that facial image comes from Live body, carry out face registration.It can be seen that send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to table Feelings pattern, judges whether the expression pattern of user in facial image matches with mixed mode instructions, in this way, the face of collection is During live body, user can enter corresponding expression pattern, the facial image at this moment collected under the prompting of mixed mode instructions Expression pattern and the mixed mode instructions of middle user match, and so determine that face is live body, if face is to forge, It is that corresponding expression pattern can not be entered under the prompting of mixed mode instructions that, which forges face, then is used in facial image The expression pattern at family can not match with mixed mode instructions, and it is not live body to determine face, so avoid using forgery face By the leak of face verification, by sending mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to table Feelings pattern, face registration is completed, realize the variation that face registration template is provided.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing There is the required accompanying drawing used in technology description to be briefly described, it should be apparent that, drawings in the following description are only this The embodiment of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can also basis The accompanying drawing of offer obtains other accompanying drawings.
Fig. 1 is a kind of flow chart of mixed mode register method provided by the present invention；
Fig. 2 is the facial image that user opens one's mouth under pattern in eye closing；
Fig. 3 is facial image of the user under Smile Mode of opening one's mouth；
Fig. 4 is facial image of the user under eye closing Smile Mode；
Fig. 5 is a kind of structural representation of mixed mode calling mechanism provided by the present invention.
Embodiment
The core of the present invention is to provide a kind of mixed mode register method and device, and face registration template is provided to realize Variation.
In order that those skilled in the art more fully understand the present invention program, below in conjunction with the embodiment of the present invention Accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only Part of the embodiment of the present invention, rather than whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art The every other embodiment obtained under the premise of creative work is not made, belongs to the scope of protection of the invention.
Fig. 1 is refer to, Fig. 1 is a kind of flow chart of mixed mode register method provided by the present invention, and this method includes：
S11：Receive the face registering instruction of user's input；
S12：Send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression pattern；
S13：Gather the facial image of user；
S14：Judge whether the expression pattern of user in facial image matches with mixed mode instructions, if so, determining people Face image comes from live body, carries out face registration.
It can be seen that in this method, send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression Pattern, judges whether the expression pattern of user in facial image matches with mixed mode instructions, in this way, the face of collection is living During body, user can be entered under the prompting of mixed mode instructions corresponding to expression pattern, in the facial image at this moment collected Expression pattern and the mixed mode instructions of user match, and so determine that face is live body, if face is to forge, that It is that corresponding expression pattern can not be entered under the prompting of mixed mode instructions to forge face, then user in facial image Expression pattern can not match with mixed mode instructions, it is not live body to determine face, so avoid using forge face lead to Cross the leak of face verification, by sending mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression Pattern, face registration is completed, realize the variation that face registration template is provided.
Based on the above method, specifically, the mixed mode instructions open one's mouth to instruct including eye closing, open one's mouth to smile instruction or Close one's eyes to smile and instruct；The expression pattern is opened one's mouth pattern, open one's mouth Smile Mode or eye closing Smile Mode including eye closing.
Further, step S12 process specifically includes：Send eye closing to open one's mouth to instruct, prompt user to be opened one's mouth according to eye closing Instruction is opened one's mouth pattern into eye closing；Or smile instruction of opening one's mouth is sent, prompt user micro- into opening one's mouth according to smile instruction of opening one's mouth Laugh at pattern；Or smile instruction of closing one's eyes is sent, prompt user to enter eye closing Smile Mode according to closing one's eyes to smile to instruct.
Further, step S14 process specifically includes：When mixed mode instructions are that eye closing opens one's mouth to instruct, people is judged Whether the expression pattern of user is that eye closing is opened one's mouth pattern in face image, if so, determining that facial image come from live body, progress face is stepped on Note；Or when mixed mode instructions instruct to open one's mouth to smile, whether the expression pattern for judging user in facial image is to open one's mouth Smile Mode, if so, determining that facial image comes from live body, carry out face registration；Or when mixed mode instructions are smiled to close one's eyes During instruction, whether the expression pattern for judging user in facial image is eye closing Smile Mode, if so, determining facial image from work Body, carry out face registration.
Wherein, the eye key point and lip key point in facial image are obtained first, then by eye key point and Lip key point determines the expression pattern of user in facial image, judge afterwards user in facial image expression pattern whether with Mixed mode instructions match.
Wherein, open one's mouth to instruct if mixed mode instructions are eye closing, expression pattern is to close one's eyes to open one's mouth pattern, then expression pattern with Mixed mode instructions match；If mixed mode instructions are instruction of smiling of opening one's mouth, expression pattern is Smile Mode of opening one's mouth, then expression Pattern matches with mixed mode instructions；If mixed mode instructions are instruction of smiling of closing one's eyes, expression pattern is eye closing Smile Mode, Then expression pattern matches with mixed mode instructions.
Further, in step S14, after face registration also include：Skin detection extraction is carried out, and is stored Skin detection；Skin detection is compared with listing standard template, if unanimously, recognition of face success.
Specifically, whether the expression pattern for judging user in facial image is that eye closing opens one's mouth during pattern, first to calculate The distance between lower eyelid interim key point on eye, and the distance between upper lower lip interim key point, if eye distance Close to 0, and mouth distance is more than predetermined threshold value, then expression pattern is opened one's mouth pattern for eye closing.
In this way, when the face of collection is live body, user can carry out eye closing under the prompting that eye closing opens one's mouth to instruct and open one's mouth to act, At this moment the eye on facial image and lip collected can be state of opening one's mouth of closing one's eyes, and pass through eye key point and lip key point Judge that face is opened one's mouth pattern for eye closing, so determine that face is live body, if face is to forge, it is to enter that, which forges face, Row closes one's eyes what is opened one's mouth, and that judges that face is not state of opening one's mouth of closing one's eyes by eye key point and lip key point, determines face not It is live body, so avoids, using leak of the face by face verification is forged, opening one's mouth to instruct by sending eye closing, reminding user Opened one's mouth pattern into eye closing, complete skin detection extraction, realize the variation that face registration template is provided.
Wherein, judge user in facial image expression pattern whether be open one's mouth Smile Mode process include two stream Journey, one is to judge whether face facial expression is smile expression, and another is to judge whether mouth state is shape of opening one's mouth State, the two flows sequentially, can freely specify order, can also carry out simultaneously in no particular order.Specifically, using deep learning mould Type judges whether face facial expression is smile expression；The distance between lower lip interim key point in calculating, judge mouth away from From whether being more than predetermined threshold value；If face facial expression is smile expression, and mouth distance is more than predetermined threshold value, it is determined that user Expression pattern to open one's mouth smile state.
In this way, when the face of collection is live body, user can carry out smile action of opening one's mouth under the prompting for smile instruction of opening one's mouth, At this moment the face state on the facial image collected can be smile state of opening one's mouth, and pass through deep learning model and lip key point Face is judged for Smile Mode of opening one's mouth, so determines that face is live body, if face is to forge, it is to enter that, which forges face, Row opens one's mouth what is smiled, then it is not smile state of opening one's mouth to judge face, and it is not live body to determine face, so avoids using adulterator Face by sending instruction of smiling of opening one's mouth, reminds user to enter Smile Mode of opening one's mouth, it is special to complete face by the leak of face verification Template extraction is levied, realizes the variation that face registration template is provided.
Wherein, judge user in facial image expression pattern whether be eye closing Smile Mode process include two stream Journey, one is to judge whether face facial expression is smile expression, and another is to judge whether eye state is eye closing shape State, the two flows sequentially, can freely specify order, can also carry out simultaneously in no particular order.Specifically, using deep learning mould Type judges whether face facial expression is smile expression；The distance between lower eyelid interim key point on eye is calculated, judges eye Whether portion's distance is close to 0；If face facial expression is smile expression, and eye distance is close to 0, it is determined that the expression pattern of user For eye closing Smile Mode.
In this way, when the face of collection is live body, user can carry out eye closing smile action under the prompting for smile instruction of closing one's eyes, At this moment the face state on the facial image collected can be eye closing smile state, pass through eye key point and deep learning model Face is judged for eye closing Smile Mode, so determines that face is live body, if face is to forge, it is to enter that, which forges face, Row closes one's eyes what is smiled, then it is not eye closing Smile Mode to judge face, and it is not live body to determine face, so avoids using adulterator Face by sending instruction of smiling of closing one's eyes, reminds user to enter eye closing smile state, it is special to complete face by the leak of face verification Template extraction is levied, realizes the variation that face registration template is provided.
In this method, send instruct to user at random, user need to gather corresponding facial image, that is, contain table in accordance with instruction The mixing facial image of feelings and face action, it is a kind of antifalse pattern.In progress face registration or in identification process, It is acquired by the human face expression to user and face action mixed mode images, so as to reach the purpose of In vivo detection, with Strengthen anti-counterfeit capability.
Based on this method, specifically, during registration face, comprise the following steps：
1st, when collection, system sends mixed mode instructions at random；
In registration, user clicks to enter registration, and system prompt proceeds by face registration, and system prompts user collection is mixed Syntype image；
2nd, user must be according to instruction acquisition mixed mode images；
When identifying facial image, user clicks on face and logs in or verify, system starts to gather face, system prompts user By command operating；
3rd, coordinate the image of collection according to user, judge whether they come from live body；
For example system sends 3 instructions, for user also in accordance with 3 times, that just illustrates it is live body, is not otherwise；
If the 4, live body, then can normal use, otherwise, the refusal of registration or identification, and send alarm.
Wherein, if after live body judges successfully, face characteristic masterplate extraction is carried out, completes registration.Carry out face characteristic mould After version extraction, then it is compared with Registration Module, completes identification, otherwise recognition failures.
Detailed, the judgement for pattern of being opened one's mouth on eye closing, as shown in Fig. 2 the pass according to the eye closing of face and action of opening one's mouth Key point is the black dots mark in figure on face, first calculates the distance between lower eyelid interim key point on eye, and upper and lower mouth The distance between lip interim key point, further according to the distance threshold of setting, if eye distance, close to 0, and mouth distance is more than threshold Value, then meet this pattern.
On the judgement for Smile Mode of opening one's mouth, as shown in figure 3, face smile expression is first judged, further according to mouth key point Black dots mark i.e. in figure on face, the distance between lower lip interim key point in calculating, then according to smile expression and mouth Portion's distance is more than the condition of threshold value, judges whether to meet the pattern.
On the judgement of eye closing Smile Mode, as shown in figure 4, face smile expression is first judged, further according to eye key point Black dots mark i.e. in figure on face, the distance between lower eyelid interim key point in calculating, then according to smile expression and eye Portion's distance judges whether to meet this pattern close to 0 condition.
Wherein, multimode can be used to judge in false proof judgement, stochastic instruction prompting user carries out 2 kinds and above state Judge, if being all proved to be successful, register, otherwise refuse.Single state, the prompting of single-shot stochastic instruction can also be used in false proof judgement User carries out the judgement of one of three state, if success, identifies or verifies, otherwise authentication failed.
This method combination human face expression and face key point, according to stochastic instruction, judge whether to meet three state, with mixed Syntype prevents prosthese from attacking, and so compensate for forging the security breaches of face, improves detection accuracy.
Fig. 5 is refer to, Fig. 5 is a kind of structural representation of mixed mode calling mechanism provided by the present invention, for reality The existing above method, the device include：
Receiving module 101, for receiving the face registering instruction of user's input；
Sending module 102, for sending mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to table Feelings pattern；
Acquisition module 103, for gathering the facial image of user；
Judge module 104, for judging whether the expression pattern of user in facial image matches with mixed mode instructions, If so, determining that facial image comes from live body, face registration is carried out.
It can be seen that in the device, send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression Pattern, judges whether the expression pattern of user in facial image matches with mixed mode instructions, in this way, the face of collection is living During body, user can be entered under the prompting of mixed mode instructions corresponding to expression pattern, in the facial image at this moment collected Expression pattern and the mixed mode instructions of user match, and so determine that face is live body, if face is to forge, that It is that corresponding expression pattern can not be entered under the prompting of mixed mode instructions to forge face, then user in facial image Expression pattern can not match with mixed mode instructions, it is not live body to determine face, so avoid using forge face lead to Cross the leak of face verification, by sending mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression Pattern, face registration is completed, realize the variation that face registration template is provided.
Based on said apparatus, specifically, mixed mode instructions open one's mouth to instruct, open one's mouth instruction or the eye closing of smiling including eye closing Smile and instruct；Expression pattern is opened one's mouth pattern, open one's mouth Smile Mode or eye closing Smile Mode including eye closing.
Further, sending module, which is specifically used for sending eye closing, opens one's mouth to instruct, prompt user according to eye closing open one's mouth to instruct into Enter eye closing to open one's mouth pattern；Or instruction of smiling of opening one's mouth is sent, prompt user to enter smile mould of opening one's mouth according to smile instruction of opening one's mouth Formula；Or smile instruction of closing one's eyes is sent, prompt user to enter eye closing Smile Mode according to closing one's eyes to smile to instruct.
Further, judge module is specifically used for, when mixed mode instructions are that eye closing opens one's mouth to instruct, judging facial image Whether the expression pattern of middle user is that eye closing is opened one's mouth pattern, if so, determining that facial image come from live body, progress face registration；Or Person, when mixed mode instructions instruct to open one's mouth to smile, whether the expression pattern for judging user in facial image is to open one's mouth to smile Pattern, if so, determining that facial image comes from live body, carry out face registration；Or when mixed mode instructions are instruction of smiling of closing one's eyes When, whether the expression pattern for judging user in facial image is eye closing Smile Mode, if so, determining that facial image enters from live body Pedestrian's face is registered.
Each embodiment is described by the way of progressive in this specification, what each embodiment stressed be and other The difference of embodiment, between each embodiment identical similar portion mutually referring to.For device disclosed in embodiment For, because it is corresponded to the method disclosed in Example, so description is fairly simple, related part is said referring to method part It is bright.
Professional further appreciates that, with reference to the unit of each example of the embodiments described herein description And algorithm steps, can be realized with electronic hardware, computer software or the combination of the two, in order to clearly demonstrate hardware and The interchangeability of software, the composition and step of each example are generally described according to function in the above description.These Function is performed with hardware or software mode actually, application-specific and design constraint depending on technical scheme.Specialty Technical staff can realize described function using distinct methods to each specific application, but this realization should not Think beyond the scope of this invention.
Directly it can be held with reference to the step of method or algorithm that the embodiments described herein describes with hardware, processor Capable software module, or the two combination are implemented.Software module can be placed in random access memory (RAM), internal memory, read-only deposit Reservoir (ROM), electrically programmable ROM, electrically erasable ROM, register, hard disk, moveable magnetic disc, CD-ROM or technology In any other form of storage medium well known in field.
A kind of mixed mode register method provided by the present invention and device are described in detail above.Herein should The principle and embodiment of the present invention are set forth with specific case, the explanation of above example is only intended to help and managed Solve the method and its core concept of the present invention.It should be pointed out that for those skilled in the art, do not departing from On the premise of the principle of the invention, some improvement and modification can also be carried out to the present invention, these are improved and modification also falls into this hair In bright scope of the claims.

Claims (8)

  1. A kind of 1. mixed mode register method, it is characterised in that including：
    Receive the face registering instruction of user's input；
    Send mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression pattern；
    Gather the facial image of user；
    Judge whether the expression pattern of user in facial image matches with mixed mode instructions, if so, determining facial image From live body, face registration is carried out.
  2. 2. the method as described in claim 1, it is characterised in that the mixed mode instructions are opened one's mouth to instruct, opened one's mouth including eye closing Smile to instruct or close one's eyes to smile and instruct；The expression pattern including eye closing open one's mouth pattern, open one's mouth Smile Mode or close one's eyes it is micro- Laugh at pattern.
  3. 3. method as claimed in claim 2, it is characterised in that send mixed mode instructions, prompt user according to mixed mode Expression pattern corresponding to instruction entrance, including：
    Send eye closing to open one's mouth to instruct, prompt user to be opened one's mouth pattern into eye closing according to eye closing instruction of opening one's mouth；
    Or instruction of smiling of opening one's mouth is sent, prompt user to enter Smile Mode of opening one's mouth according to smile instruction of opening one's mouth；
    Or smile instruction of closing one's eyes is sent, prompt user to enter eye closing Smile Mode according to closing one's eyes to smile to instruct.
  4. 4. method as claimed in claim 3, it is characterised in that the expression pattern for judging user in facial image whether with Mixed mode instructions match, if so, determining that facial image comes from live body, carry out face registration, including：
    When mixed mode instructions are that eye closing opens one's mouth to instruct, whether the expression pattern for judging user in facial image is that eye closing is opened one's mouth Pattern, if so, determining that facial image comes from live body, carry out face registration；
    Or when mixed mode instructions instruct to open one's mouth to smile, whether the expression pattern for judging user in facial image is Mouth Smile Mode, if so, determining that facial image comes from live body, carry out face registration；
    Or when mixed mode instructions smile instruction to close one's eyes, whether the expression pattern for judging user in facial image is to close Eye Smile Mode, if so, determining that facial image comes from live body, carry out face registration.
  5. A kind of 5. face calling mechanism, it is characterised in that for realizing the method as described in any one in Claims 1-4, Including：
    Receiving module, for receiving the face registering instruction of user's input；
    Sending module, for sending mixed mode instructions, prompt user according to mixed mode instructions enter corresponding to expression pattern；
    Acquisition module, for gathering the facial image of user；
    Judge module, for judging whether the expression pattern of user in facial image matches with mixed mode instructions, if so, really Determine facial image and come from live body, carry out face registration.
  6. 6. device as claimed in claim 5, it is characterised in that the mixed mode instructions are opened one's mouth to instruct, opened one's mouth including eye closing Smile to instruct or close one's eyes to smile and instruct；The expression pattern including eye closing open one's mouth pattern, open one's mouth Smile Mode or close one's eyes it is micro- Laugh at pattern.
  7. 7. device as claimed in claim 6, it is characterised in that the sending module is specifically used for transmission eye closing and opens one's mouth to instruct, Prompting user opens one's mouth pattern according to eye closing instruction of opening one's mouth into eye closing；Or send open one's mouth smile instruction, prompt user according to Mouth, which smiles to instruct, enters Smile Mode of opening one's mouth；Or send to close one's eyes to smile and instruct, user is prompted according to instruction entrance of smiling of closing one's eyes Eye closing Smile Mode.
  8. 8. device as claimed in claim 7, it is characterised in that the judge module is specifically used for when mixed mode instructions are to close Eye open one's mouth instruction when, whether the expression pattern for judging user in facial image is that eye closing is opened one's mouth pattern, if so, determining facial image From live body, face registration is carried out；Or when mixed mode instructions instruct to open one's mouth to smile, judge user in facial image Expression pattern whether be Smile Mode of opening one's mouth, if so, determine that facial image come from live body, progress face registration；Or when mixed When syntype instruction smiles instruction to close one's eyes, whether the expression pattern for judging user in facial image is eye closing Smile Mode, if It is to determine that facial image carries out face registration from live body.
CN201710719086.7A 2017-08-21 2017-08-21 Mixed mode registration method and device Active CN107491759B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710719086.7A CN107491759B (en) 2017-08-21 2017-08-21 Mixed mode registration method and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710719086.7A CN107491759B (en) 2017-08-21 2017-08-21 Mixed mode registration method and device

Publications (2)

Publication Number Publication Date
CN107491759A true CN107491759A (en) 2017-12-19
CN107491759B CN107491759B (en) 2020-07-03

Family

ID=60646217

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710719086.7A Active CN107491759B (en) 2017-08-21 2017-08-21 Mixed mode registration method and device

Country Status (1)

Country Link
CN (1) CN107491759B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110164007A (en) * 2019-05-21 2019-08-23 一石数字技术成都有限公司 A kind of access control system of identity-based evidence and facial image incidence relation
CN111105539A (en) * 2018-10-26 2020-05-05 珠海格力电器股份有限公司 Access control management method and device

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103440479A (en) * 2013-08-29 2013-12-11 湖北微模式科技发展有限公司 Method and system for detecting living body human face
CN103678984A (en) * 2013-12-20 2014-03-26 湖北微模式科技发展有限公司 Method for achieving user authentication by utilizing camera
CN104751110A (en) * 2013-12-31 2015-07-01 汉王科技股份有限公司 Bio-assay detection method and device
CN106169075A (en) * 2016-07-11 2016-11-30 北京小米移动软件有限公司 Auth method and device
CN106650646A (en) * 2016-12-09 2017-05-10 南京合荣欣业金融软件有限公司 Action recognition based living body face recognition method and system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103440479A (en) * 2013-08-29 2013-12-11 湖北微模式科技发展有限公司 Method and system for detecting living body human face
CN103678984A (en) * 2013-12-20 2014-03-26 湖北微模式科技发展有限公司 Method for achieving user authentication by utilizing camera
CN104751110A (en) * 2013-12-31 2015-07-01 汉王科技股份有限公司 Bio-assay detection method and device
CN106169075A (en) * 2016-07-11 2016-11-30 北京小米移动软件有限公司 Auth method and device
CN106650646A (en) * 2016-12-09 2017-05-10 南京合荣欣业金融软件有限公司 Action recognition based living body face recognition method and system

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111105539A (en) * 2018-10-26 2020-05-05 珠海格力电器股份有限公司 Access control management method and device
CN110164007A (en) * 2019-05-21 2019-08-23 一石数字技术成都有限公司 A kind of access control system of identity-based evidence and facial image incidence relation
CN110164007B (en) * 2019-05-21 2022-02-01 一石数字技术成都有限公司 Access control system based on identity evidence and face image incidence relation

Also Published As

Publication number Publication date
CN107491759B (en) 2020-07-03

Similar Documents

Publication Publication Date Title
CN109446981B (en) Face living body detection and identity authentication method and device
CN105279479A (en) Face authentication device and face authentication method
CN106845414B (en) Method and system for quality metrics for biometric verification
KR101242390B1 (en) Method, apparatus and computer-readable recording medium for identifying user
CN105141842B (en) A kind of anti-tamper license camera system and method
KR20200006987A (en) Access control method, access control device, system and storage medium
CN107992739A (en) User authentication method, apparatus and system
EP1635307A1 (en) Information processing apparatus
CN109766785A (en) A kind of biopsy method and device of face
CN108124486A (en) Face living body detection method based on cloud, electronic device and program product
CN106599660A (en) Terminal safety verification method and terminal safety verification device
CN111861240A (en) Suspicious user identification method, device, equipment and readable storage medium
CN108932774B (en) Information detection method and device
CN103514439A (en) Facial recognition
CN106850648A (en) Auth method, client and service platform
CN103514440A (en) Facial recognition
CN108596814A (en) Social security Verification System based on recognition of face
CN109886080A (en) Human face in-vivo detection method, device, electronic equipment and readable storage medium storing program for executing
CN109756458A (en) Identity identifying method and system
CN107590485A (en) It is a kind of for the auth method of express delivery cabinet, device and to take express system
CN108052919A (en) A kind of safety-protection system and method based on recognition of face
CN116453196B (en) Face recognition method and system
CN107392184A (en) Recognition of face verification method and device
CN108205835A (en) Access control method and access control system
CN107609364A (en) User identification confirmation method and apparatus

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CP03 Change of name, title or address

Address after: Room 1301, No.132, Fengqi Road, phase III, software park, Xiamen City, Fujian Province

Patentee after: Xiamen Entropy Technology Co., Ltd

Address before: 361000, Xiamen three software park, Fujian Province, 8 North Street, room 2001

Patentee before: XIAMEN ZKTECO BIOMETRIC IDENTIFICATION TECHNOLOGY Co.,Ltd.

CP03 Change of name, title or address