CN108446664A - A kind of indentity identifying method and device based on recognition of face - Google Patents
A kind of indentity identifying method and device based on recognition of face Download PDFInfo
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- CN108446664A CN108446664A CN201810291022.6A CN201810291022A CN108446664A CN 108446664 A CN108446664 A CN 108446664A CN 201810291022 A CN201810291022 A CN 201810291022A CN 108446664 A CN108446664 A CN 108446664A
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- face
- information
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- user
- posture
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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
- G06V40/172—Classification, e.g. identification
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/30—Scenes; Scene-specific elements in albums, collections or shared content, e.g. social network photos or video
Abstract
The invention discloses a kind of indentity identifying methods based on recognition of face, include the following steps：Obtain the facial video image of user；Extract the face information and posture action message of user in facial video image；The face information of the user got is compared with the recognition of face information of pre-stored user in database, if compared successfully, until executing posture compares step；The posture action message got is compared with pre-stored gesture recognition information in database, if compared successfully, execution is verified step；Control shows that equipment is shown and is verified.The present invention also provides a kind of electronic equipment and computer readable storage medium.The present invention based on the indentity identifying method of recognition of face by the way that the face information got and posture action message are compared with pre-stored recognition of face information and gesture recognition information respectively, to confirm the identity information of user.
Description
Technical field
The present invention relates to a kind of technical field of face recognition more particularly to a kind of indentity identifying methods based on recognition of face
And device.
Background technology
Currently, recognition of face is a kind of a kind of bio-identification skill of the facial feature information progress identification based on people
Art.With the development of its technology and the raising of Social Agree, nowadays recognition of face is applied to many fields, for example, face is known
Other antitheft door, recognition of face access control and attendance system, for tracking down and arresting criminal etc. in public security and criminal investigation.
In recent years, in the evolution of face recognition technology, the deceptive practices of face prosthese have continuously emerged, such as have made
Facial image is displayed on the screen with playback equipments such as projection, liquid crystal displays, makes the three-dimensional stereo model of face, then
The facial image or three-dimensional stereo model that are shown on the screen of playback equipment are positioned over to the harvester of face identification system
Before, it thus will appear the case where face prosthese can be also identified by, to bring some potential safety problems to society.
And the existing form that user identity is confirmed using modes such as Quick Response Code, RFID and fingerprint recognitions, with
The case where people from family can be easier to cause congestion when excessive, it is a kind of more convenient, faster and more accurate that this allows for invention
The system of true confirmation subscriber identity information becomes those skilled in the art's problem to be solved.
Invention content
For overcome the deficiencies in the prior art, one of the objects of the present invention is to provide a kind of identity based on recognition of face
Confirmation method, the technical issues of identification can be solved.
The technical issues of second object of the present invention is to provide a kind of electronic equipment, can solve identification.
The third object of the present invention is to provide a kind of computer readable storage medium, can solve the technology of identification
Problem.
The fourth object of the present invention is to provide a kind of identity confirmation device based on recognition of face, can solve identity and know
Other technical problem.
An object of the present invention adopts the following technical scheme that realization：
A kind of indentity identifying method based on recognition of face, includes the following steps：
Obtaining step：Obtain the facial video image of user；
Information extraction step：Extract the face information and posture action message of user in facial video image；
Face alignment step：The face of pre-stored user in the face information of the user got and database is known
Other information is compared, if compared successfully, executes posture and compares step；
Posture compares step：By pre-stored gesture recognition information in the posture action message got and database into
Row compares, if compared successfully, execution is verified step；
It is verified step：Control shows that equipment is shown and is verified.
Further, the posture action message include gesture motion information, headwork information, limb action information and
Eye motion information.
Further, when the posture action message is eye motion information, the posture in described information extraction step
Action message extraction specifically includes following sub-step：
Eyes in the facial video image are tracked into Mobile state；
During carrying out dynamic tracing to the eyes, the motion state of eyes of user is detected to obtain posture action letter
The motion state of breath, the eyes of user includes eye rotation and blink action.
Further, pre-stored recognition of face information is corresponded with gesture recognition information in the database, often
One face identification information corresponds to a kind of gesture recognition information.
Further, pre-stored recognition of face information and many attitude identification information are right respectively in the database
It answers.
Further, in the face alignment step, when comparing failure, control alarm device sends out alarm to remind
Staff.
Further, in the posture compares step, when comparing failure, control alarm device sends out alarm to remind
Staff.
The second object of the present invention adopts the following technical scheme that realization：
A kind of electronic equipment, including memory, processor and storage can be run on a memory and on a processor
Computer program, the processor realized when executing described program described in any one of one of the object of the invention based on face
The indentity identifying method of identification.
The third object of the present invention adopts the following technical scheme that realization：
A kind of computer readable storage medium, is stored thereon with computer program, and the computer program is held by processor
The indentity identifying method based on recognition of face described in any one of one of the object of the invention is realized when row.
The fourth object of the present invention adopts the following technical scheme that realization：
A kind of identity confirmation device based on recognition of face, comprises the following modules：
Acquisition module：Facial video image for obtaining user；
Information extraction module：For extracting the face information of user and posture action message in facial video image；
Face alignment module：For by pre-stored user in the current face information of the user got and database
Recognition of face information be compared, if compared successfully, until execute posture comparing module；
Posture comparing module：Posture action message for will get is believed with pre-stored gesture recognition in database
Breath is compared, if compared successfully, execution is verified module；
It is verified module：It shows that equipment is shown for control to be verified.
Compared with prior art, the beneficial effects of the present invention are：
The present invention's is believed based on the indentity identifying method of recognition of face by acting the face information got and posture
Breath is compared with pre-stored recognition of face information and gesture recognition information respectively, to confirm the identity information of user.
Description of the drawings
Fig. 1 is the flow chart of the indentity identifying method based on recognition of face in embodiment one；
Fig. 2 is the structure chart of the identity confirmation device based on recognition of face in example IV.
Specific implementation mode
In the following, in conjunction with attached drawing and specific implementation mode, the present invention is described further, it should be noted that not
Under the premise of conflicting, new implementation can be formed between various embodiments described below or between each technical characteristic in any combination
Example.
Embodiment one：
The indentity identifying method of the present embodiment can be applied to any required occasion confirmed to user identity, such as
Can be applied to meeting signature, employee checks card etc., the method for the present embodiment can greatly improve register efficiency and label
The accuracy arrived；It is specifically described in the present embodiment as specific implementation mode using meeting signature.
As shown in Figure 1, present embodiments providing a kind of indentity identifying method based on recognition of face, include the following steps：
S1：Obtain the facial video image of user；This step is the basic steps of the present embodiment, and its purpose is to obtain
The source of material is compared, camera, corresponding display device and warning device are generally positioned at meeting-place when being designed
Inlet；Cost of labor can be reduced by way of camera is set and carries out face alignment, booth need not be separately provided again
Position is gone to register, and is either registered manually by existing fingerprint or the form of Quick Response Code makes the period registered elongation unfavorable
In the fluency for improving process of entirely registering；
S2：Extract the face information and posture action message of user in facial video image；The posture action message
Including gesture motion information, headwork information, limb action information and eye motion information；This step is primarily to extract
Face information in video and posture action message, posture information here are pre-set, can be there are many posture
Information, for example, gesture action, can be the action of ok, hold up action of thumb etc., can also be and obtain entire body
The action message in twisting actions and human eye portion；The action for being directed to eye in the present embodiment is specifically described, and works as institute
When to state posture action message be eye motion information, the posture action message extraction in described information extraction step specifically include with
Lower sub-step：
Eyes in the facial video image are tracked into Mobile state；
During carrying out dynamic tracing to the eyes, the motion state of eyes of user is detected to obtain posture action letter
The motion state of breath, the eyes of user includes eye rotation and blink action.The posture action extracted in the present embodiment
Information is a kind of result information, directly indicate it is a kind of as a result, rather than a movement posture image, due to movement posture image
It is huge to go to be compared data volume, and goes to be compared by directly obtaining result, the time of identification can be greatly reduced, improves
Recognition efficiency.
S3：The recognition of face information of pre-stored user in the face information of the user got and database is carried out
It compares, if compared successfully, thens follow the steps S4；In the step S3, when comparing failure, control alarm device sends out police
It responds with and reminds staff.Due to before participating in meeting, can all there is typing relevant information in advance, appearance in this case can be compared
Easily basis of the recognition of face information of different user as information comparison is prestored in the database；When comparing failure
It waits, is made a sound by control warning device to point out its non-personnel participating in the meeting to remind staff to pay attention to；
S4：The posture action message got is compared with pre-stored gesture recognition information in database, such as
Fruit compares successfully, thens follow the steps S5；Here there are two types of the modes that posture information compares, as long as one is users to indicate
Go out one kind in the posture that the needs in this meeting indicate, for example is stored with many attitude action in the database in advance
Information, for example, two hands draw circle than the heart, with hand, eyeball rotates forward 3 circle reversion, 3 circle, it is continuous clap hands it is 10 inferior, these actions are advance
Storage, and user is sent to when sending corresponding conferencing information, user only needs to choose one such operate
；
But if a variety of comparison informations, it is possible to meeting existence information leaks this problem, so there is also a kind of sides
Formula is to be directed to the different posture information of different user settings, pre-stored recognition of face information in the specific database
It is corresponded with gesture recognition information, each face identification information corresponds to a kind of gesture recognition information, this posture information
With certain discrimination；It is provided that than the heart such as in Zhang San, be directed to that Li Si is then arranged is drawn a circle with hand, at this time
If Zhang San than be to be drawn a circle with hand, posture action message mismatches, and matching cannot pass through；The comparison of single piece of information in this way makes
Obtain the level of confidentiality higher of whole process；In the step S4, when comparing failure, control alarm device sends out alarm to remind work
Make personnel.
S5：Control shows that equipment is shown and is verified.When all information all complete compare and by when then show
Pass through, display equipment here can show that screen can also be corresponding green light, during being verified, exist automatically
The confirmation of information of registering is completed at corresponding name information from the background.
When the operation of this progress the present embodiment, the face information for first storing user and selected user is needed to need to open up
The posture action message shown；Then meeting staff by meeting relevant information and need user show posture action message
User is sent to sentence so that user learns that its corresponding " secret signal " be；When reaching meeting admission mouth, by taking the photograph
As head intake to user facial video image, to be drawn into the face information and posture action message of user, and complete
It compares to confirm whether the user is this personnel participating in the meeting, if it is, helping the user to complete to register from the background automatically.
Embodiment two
Embodiment two discloses a kind of electronic equipment, which includes processor, memory and program, wherein locating
One or more can be used in reason device and memory, and program is stored in memory, and is configured to be executed by processor,
When processor executes the program, the indentity identifying method based on recognition of face of embodiment one is realized.The electronic equipment can be
The a series of electronic equipment of mobile phone, computer, tablet computer etc..
Embodiment three
Embodiment three discloses a kind of readable computer storage media, which is somebody's turn to do for storing program
When program is executed by processor, the indentity identifying method based on recognition of face of embodiment one is realized.
Example IV：
As shown in Fig. 2, present embodiments providing a kind of identity confirmation device based on recognition of face, comprise the following modules：
Acquisition module：Facial video image for obtaining user；
Information extraction module：For extracting the face information of user and posture action message in facial video image；
Face alignment module：For by pre-stored user in the current face information of the user got and database
Recognition of face information be compared, if compared successfully, execute posture comparing module；
Posture comparing module：Posture action message for will get is believed with pre-stored gesture recognition in database
Breath is compared, if compared successfully, execution is verified module；
It is verified module：It shows that equipment is shown for control to be verified.
The above embodiment is only the preferred embodiment of the present invention, and the scope of protection of the present invention is not limited thereto,
The variation and replacement for any unsubstantiality that those skilled in the art is done on the basis of the present invention belong to institute of the present invention
Claimed range.
Claims (10)
1. a kind of indentity identifying method based on recognition of face, which is characterized in that include the following steps：
Obtaining step：Obtain the facial video image of user；
Information extraction step：Extract the face information and posture action message of user in facial video image；
Face alignment step：By the recognition of face letter of pre-stored user in the face information of the user got and database
Breath is compared, if compared successfully, executes posture and compares step；
Posture compares step：The posture action message got and pre-stored gesture recognition information in database are compared
Right, if compared successfully, execution is verified step；
It is verified step：Control shows that equipment is shown and is verified.
2. the indentity identifying method based on recognition of face as described in claim 1, which is characterized in that the posture action message
Including gesture motion information, headwork information, limb action information and eye motion information.
3. the indentity identifying method based on recognition of face as claimed in claim 2, which is characterized in that believe when the posture acts
When breath is eye motion information, the posture action message extraction in described information extraction step specifically includes following sub-step：
Eyes in the facial video image are tracked into Mobile state；
During carrying out dynamic tracing to the eyes, the motion state of eyes of user is detected to obtain posture action message, institute
The motion state for stating eyes of user includes eye rotation and blink action.
4. the indentity identifying method based on recognition of face as claimed in claim 2, which is characterized in that in the database in advance
The recognition of face information of storage is corresponded with gesture recognition information, each face identification information corresponds to a kind of gesture recognition
Information.
5. the indentity identifying method based on recognition of face as claimed in claim 2, which is characterized in that in the database in advance
The recognition of face information and many attitude identification information of storage are corresponding respectively.
6. the indentity identifying method based on recognition of face as described in any one of claim 1-5, which is characterized in that in institute
It states in face alignment step, when comparing failure, control alarm device sends out alarm to remind staff.
7. the indentity identifying method based on recognition of face as claimed in claim 6, which is characterized in that compare and walk in the posture
In rapid, when comparing failure, control alarm device sends out alarm to remind staff.
8. a kind of electronic equipment, including memory, processor and storage are on a memory and the meter that can run on a processor
Calculation machine program, which is characterized in that the processor realizes the base described in any one of claim 1-7 when executing described program
In the indentity identifying method of recognition of face.
9. a kind of computer readable storage medium, is stored thereon with computer program, it is characterised in that：The computer program quilt
The indentity identifying method based on recognition of face as described in claim 1-7 any one is realized when processor executes.
10. a kind of identity confirmation device based on recognition of face, which is characterized in that comprise the following modules：
Acquisition module：Facial video image for obtaining user；
Information extraction module：For extracting the face information of user and posture action message in facial video image；
Face alignment module：For by the people of pre-stored user in the current face information of the user got and database
Face identification information is compared, if compared successfully, executes posture comparing module；
Posture comparing module：Posture action message for will get and pre-stored gesture recognition information in database into
Row compares, if compared successfully, execution is verified module；
It is verified module：It shows that equipment is shown for control to be verified.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810291022.6A CN108446664A (en) | 2018-03-30 | 2018-03-30 | A kind of indentity identifying method and device based on recognition of face |
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| CN201810291022.6A CN108446664A (en) | 2018-03-30 | 2018-03-30 | A kind of indentity identifying method and device based on recognition of face |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109460974A (en) * | 2018-10-29 | 2019-03-12 | 广州皓云原智信息科技有限公司 | A kind of attendance checking system based on gesture recognition |
| CN109726636A (en) * | 2018-11-29 | 2019-05-07 | 航天信息股份有限公司 | User ID authentication method and device, storage medium and electronic equipment |
| CN111292087A (en) * | 2020-01-20 | 2020-06-16 | 北京沃东天骏信息技术有限公司 | Identity verification method and device, computer readable medium and electronic equipment |
| CN113852653A (en) * | 2020-06-28 | 2021-12-28 | 北京三快在线科技有限公司 | Sign-in method, device, system, storage medium and electronic equipment |
| CN116189336A (en) * | 2023-02-24 | 2023-05-30 | 广州奔智电子科技有限公司 | Intelligent door lock security system |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103634120A (en) * | 2013-12-18 | 2014-03-12 | 上海市数字证书认证中心有限公司 | Method and system for real-name authentication based on face recognition |
| CN105119723A (en) * | 2015-09-15 | 2015-12-02 | 重庆智韬信息技术中心 | Identity authentication and authorization method based on human eye recognition |
| CN105468950A (en) * | 2014-09-03 | 2016-04-06 | 阿里巴巴集团控股有限公司 | Identity authentication method and apparatus, terminal and server |
| US20170154177A1 (en) * | 2015-12-01 | 2017-06-01 | Utechzone Co., Ltd. | Dynamic graphic eye-movement authentication system and method using face authentication or hand authentication |
-
2018
- 2018-03-30 CN CN201810291022.6A patent/CN108446664A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103634120A (en) * | 2013-12-18 | 2014-03-12 | 上海市数字证书认证中心有限公司 | Method and system for real-name authentication based on face recognition |
| CN105468950A (en) * | 2014-09-03 | 2016-04-06 | 阿里巴巴集团控股有限公司 | Identity authentication method and apparatus, terminal and server |
| CN105119723A (en) * | 2015-09-15 | 2015-12-02 | 重庆智韬信息技术中心 | Identity authentication and authorization method based on human eye recognition |
| US20170154177A1 (en) * | 2015-12-01 | 2017-06-01 | Utechzone Co., Ltd. | Dynamic graphic eye-movement authentication system and method using face authentication or hand authentication |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109460974A (en) * | 2018-10-29 | 2019-03-12 | 广州皓云原智信息科技有限公司 | A kind of attendance checking system based on gesture recognition |
| CN109460974B (en) * | 2018-10-29 | 2021-09-07 | 广州皓云原智信息科技有限公司 | Attendance system based on gesture recognition |
| CN109726636A (en) * | 2018-11-29 | 2019-05-07 | 航天信息股份有限公司 | User ID authentication method and device, storage medium and electronic equipment |
| CN111292087A (en) * | 2020-01-20 | 2020-06-16 | 北京沃东天骏信息技术有限公司 | Identity verification method and device, computer readable medium and electronic equipment |
| CN113852653A (en) * | 2020-06-28 | 2021-12-28 | 北京三快在线科技有限公司 | Sign-in method, device, system, storage medium and electronic equipment |
| CN116189336A (en) * | 2023-02-24 | 2023-05-30 | 广州奔智电子科技有限公司 | Intelligent door lock security system |
| CN116189336B (en) * | 2023-02-24 | 2023-09-08 | 广州奔智电子科技有限公司 | Intelligent door lock security system |
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Application publication date: 20180824 |