CN106951876A - A kind of three-dimensional portrait synthesis recognition system - Google Patents
A kind of three-dimensional portrait synthesis recognition system Download PDFInfo
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- 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
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- 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
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- 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
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Abstract
The invention provides a kind of three-dimensional portrait synthesis recognition system, it includes industrial computer, card reader of ID card module, two-dimension human face image acquisition module, 3-D view identification module, metal detection module, information of mobile phone terminal acquisition module, alarm module, center client database, the comprehensive control platform in rear end；The card reader of ID card module, two-dimension human face image acquisition module, 3-D view identification module, metal detection module, information of mobile phone terminal acquisition module and alarm module are connected with industrial computer respectively.The present invention recognizes comparison technology using three-dimensional face, improves speed, the accuracy rate of identification, while data storage and analysis can be carried out by backstage, alert process is carried out to emphasis personnel.
Description
Technical field
The present invention relates to technical field of security and protection, particularly a kind of three-dimensional portrait synthesis recognition system.
Background technology
In the gateway of the key areas such as airport, railway station, entry and exit, escape way is set, Security Inspection Equipments are laid,
The discrepancy personnel in these places, article are checked by the means of equipment, the conventional meanses of normalization are had become.Mesh
Before, conventional rays safety detection apparatus mainly protrudes the inspection and inspection to article, such as carry-on to current personnel using X-ray machine safety check instrument
Bag of carrying etc. is detected, the liquid article carried with is detected using liquid detecting instrument.In this process,
A most important ring in safety inspection is often lacked, i.e. collection and inspection to the identity and information of people.How not influence
Traffic efficiency, do not need staff largely manually to participate in, do not force current personnel to carry out on the premise of excessively coordinating, will come in and go out
Personnel's management and control of key area is got up, " once passing through, comprehensive management and control ", urgent being essential as design escape way system of new generation
Ask.
The content of the invention
The invention provides a kind of three-dimensional portrait synthesis recognition system, it includes
Industrial computer, card reader of ID card module, two-dimension human face image acquisition module, 3-D view identification module, three-dimensional people
Face modeling module, the face recognition module, metal detection module, information of mobile phone terminal acquisition module, alarm module, in
Heart client database, the comprehensive control platform in rear end；The card reader of ID card module, two-dimension human face image acquisition module, graphics
As identification module, metal detection module, information of mobile phone terminal acquisition module and alarm module are connected with industrial computer respectively；
The card reader of ID card module is used to reading identity card information and sent to center client database be stored, institute
State ID card No. of the ID card information including personnel, date of birth, sex, time of issuing licence, accreditation office；
The 3-D view identification module is used for three-dimensional face color and depth data is gathered, especially by three-dimensional camera
RGBD (color and depth data) data of the different angle multiframes of the current personnel's face of collection in real time, and to face color and depth
Data automatic synchronization；
The three-dimensional face modeling module is used for three-dimensional face Real-time modeling set, especially by the 3-D view identification module
The three-dimensional face color data of the multiframe collected and depth data Real-time modeling set, set up the three-dimensional face for including a variety of micro- expressions
Model；
The two-dimension human face image acquisition module is used to carry out automatic detection to current personnel's face, and many to what is detected
Frame facial image is chosen special angle, light, expression, resolution ratio, a frame of definition or a few frame portraits and captured automatically；
Image and card reader of ID card module that the face recognition module passes through the two-dimension human face image acquisition module
Personnel's head portrait of reading is compared, and judges whether current personnel are identity card holder himselfs, if not I then sends report
Signal is warned to alarm module；The face recognition module puts down the comprehensive management and control in the two dimensional image collected, 3-D view and rear end
Identification is compared in face image data in the emphasis demographic data storehouse of platform, identifies that emphasis personnel then send alarm signal extremely
Alarm module；If same person, then by the three-dimensional face color and depth data of collection, ID card information, the hand detected
Machine WIFI mac address informations, mobile phone detect a yard IMSI/IMEI/ESN, two-dimension human face image, acquisition time, collecting location and pass through net
Network is uploaded to center client database and stored, and personal information can be carried out multidimensional comparison by the later stage, show its flow trace；
The metal detection module is used for whether carrying metal automatic detection to current personnel, when detecting gold
Alarm signal is sent when belonging to article to the alarm module.
It is preferred that including personnel by counting module, the personnel by counting module by bilateral to penetrate it is infrared can be with
Automatically detect and sent by number and alarm number to industrial computer, the industrial computer is compiled according to counting to current personnel
Code, is carried out the identity information of current personnel, RGBD data, two-dimentional portrait picture, modeling data, data gate information according to coding
Binding.
It is preferred that including mobile phone terminal WIFI MAC Address arrangement for detecting, being realized by mobile phone WIFI probe sensors, use
Auto-Sensing, the mobile phone MAC detected are carried out in the MAC Address to personnel's mobile phone WIFI that passed through in setpoint distance and angular range
Address, detecting time, equipment id information are locally preserved and upload to center client database.
It is preferred that a yard information detecting module is detectd including mobile phone, for passing through personnel's in certain distance and angular range
Mobile phone detects a yard information (IMSI/IMEI/ESN) and carries out Auto-Sensing, can detect movement, UNICOM, the big operator 2G/3G/ of telecommunications three
All mobile phone standards of 4G, the mobile phone detected is detectd during a yard information, detecting time, equipment id information locally preserved and uploaded to
Heart client database.
It is preferred that including people's row gate automatic control module, when the face recognition module recognize current personnel be for
Identity card holder himself, sends a control signal to gate automatic control module and opens gate clearance.
It is preferred that module is locally displayed including liquid crystal display, for supporting that function is locally displayed in liquid crystal display, the center is received
The real-time displaying scene collection video of client database, two-dimension human face candid photograph, three-dimensional face modeling, Certification of Second Generation reading, current guiding etc.
The display of interactive information.
It is preferred that the metal detection module is metal detection sensor.
The invention has the advantages that：
The three-dimensional portrait synthesis recognition system that the present invention is provided recognizes comparison technology using three-dimensional face, improves identification
Emphasis personnel, while data storage and analysis can be carried out by backstage, are carried out alert process by speed, accuracy rate, and can be true
Just accomplishing that personnel once pass through, comprehensively collection.
Certainly, any product for implementing the present invention it is not absolutely required to while reaching all the above advantage.
Brief description of the drawings
Technical scheme in order to illustrate more clearly the embodiments of the present invention, is used required for being described below to embodiment
Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for ability
For the those of ordinary skill of domain, on the premise of not paying creative work, it can also be obtained according to these accompanying drawings other attached
Figure.
Fig. 1 is three-dimensional portrait synthesis recognition system schematic diagram provided in an embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is all other that those of ordinary skill in the art are obtained under the premise of creative work is not made
Embodiment, belongs to the scope of protection of the invention.
As shown in figure 1, the embodiments of the invention provide a kind of three-dimensional portrait synthesis recognition system, it includes industrial computer 1, body
Part card card reader module 2, two-dimension human face image acquisition module 3,3-D view identification module 4, three-dimensional face modeling module 5, institute
State face recognition module 6, metal detection module 7, information of mobile phone terminal acquisition module 8, alarm module 9, center end data
Storehouse 10, the comprehensive control platform 11 in rear end；The card reader of ID card module 2, two-dimension human face image acquisition module 3,3-D view
Identification module 4, metal detection module 7, information of mobile phone terminal acquisition module 8 and alarm module 9 connect with industrial computer 1 respectively
Connect；
The card reader of ID card module 2 is used to reading identity card information and sent to center client database be stored,
ID card No. of the ID card information including personnel, date of birth, sex, time of issuing licence, accreditation office；
The 3-D view identification module 4 is used for three-dimensional face color and depth data is gathered, especially by three-dimensional camera shooting
RGBD (color and depth data) data of the different angle multiframes of the current personnel's face of head collection in real time, and to face color and depth
Degrees of data automatic synchronization；
The three-dimensional face modeling module 5 is used for three-dimensional face Real-time modeling set, and mould is recognized especially by the 3-D view
The three-dimensional face color data for the multiframe that block is collected and depth data Real-time modeling set, set up the three-dimensional people for including a variety of micro- expressions
Face model；
The two-dimension human face image acquisition module 3 is used to carry out current personnel's face automatic detection, and to detecting
Multiframe facial image is chosen special angle, light, expression, resolution ratio, a frame of definition or a few frame portraits and captured automatically；
Image and card reader of ID card module that the face recognition module 6 passes through the two-dimension human face image acquisition module
Personnel's head portrait of reading is compared, and judges whether current personnel are identity card holder himselfs, if not I then sends report
Signal is warned to alarm module；The face recognition module puts down the comprehensive management and control in the two dimensional image collected, 3-D view and rear end
Identification is compared in face image data in the emphasis demographic data storehouse of platform, identifies that emphasis personnel then send alarm signal extremely
Alarm module；If same person, then by the three-dimensional face color and depth data of collection, ID card information, the hand detected
Machine WIFI mac address informations, mobile phone detect a yard IMSI/IMEI/ESN, two-dimension human face image, acquisition time, collecting location and pass through net
Network is uploaded to center client database 10 and stored, and personal information can be carried out multidimensional comparison by the later stage, show its flow trace；
The metal detection module is used for whether carrying metal automatic detection to current personnel, when detecting gold
Alarm signal is sent when belonging to article to the alarm module.
The three-dimensional face model set up in the embodiment of the present invention is included comprising following 30 kinds expression models：1. neutral expression,
2. left eyebrow is pushed, 3. right eyebrows are pushed, 4. liang of eyebrows are while raise up, 5. left eyebrows raise up, 6. right eyebrows raise up, 7. faces are micro-
, 8. corners of the mouths it is left skim, 9. faces open, 10. corners of the mouths it is right skim, a 11. face left sides are askew, the 12. face right sides are askew, 13. faces wrinkle to the left,
14. face is wrinkled to the right, 15. faces are smiled to the left, 16. faces are smiled to the right, 17. faces laugh to the left occur dimple, 18. faces to
The right side laugh at occur that dimple, 19. lips stretch to the left, 20. lips stretch to the right, 21. upper lips closure, 22. lower lips closure, 23.
Upper lip is upwards, 24. lower lips are downward, 25. lower lips open, 26. lips beep mouth, 27. lips are pursed up, 28. smile, 29. left sides
Cheek skew, 30. right cheek skews；
The present embodiment also include personnel by counting module, the personnel by counting module by bilateral to penetrate it is infrared can
Sent with automatically detecting by number and alarm number to industrial computer, the industrial computer is compiled according to counting to current personnel
Code, is carried out the identity information of current personnel, RGBD data, two-dimentional portrait picture, modeling data, data gate information according to coding
Binding.
The three-dimensional portrait synthesis recognition system that the present embodiment is provided also includes mobile phone terminal WIFI MAC Address arrangement for detecting,
Realized by mobile phone WIFI probe sensors, for the MAC to the personnel's mobile phone WIFI of being passed through in setpoint distance and angular range
Location carries out Auto-Sensing, during the mobile phone MAC Address detected, detecting time, equipment id information are locally preserved and uploaded to
Heart client database.
The present embodiment also detects a yard information detecting module including mobile phone, for the personnel that passed through in certain distance and angular range
Mobile phone detect a yard information (IMSI/IMEI/ESN) carry out Auto-Sensing, movement, UNICOM, the big operator 2G/ of telecommunications three can be detected
All mobile phone standards of 3G/4G, the mobile phone detected detects a yard information, detecting time, equipment id information and is locally preserved and uploaded
To center client database.
When the face recognition module recognizes current personnel held for identity card including people's row gate automatic control module
The person of having, sends a control signal to gate automatic control module and opens gate clearance.
Also module is locally displayed including liquid crystal display in the three-dimensional portrait synthesis recognition system that the present embodiment is provided, for supporting liquid
Function is locally displayed in crystalline substance screen, receives the real-time displaying scene collection video of the center client database, two-dimension human face candid photograph, three-dimensional people
The display of the interactive information such as face modeling, Certification of Second Generation are read, current guiding.
Metal detection module described in the present embodiment is metal detection sensor.
The three-dimensional portrait synthesis recognition system that the present invention is provided recognizes comparison technology using three-dimensional face, improves identification
Emphasis personnel, while data storage and analysis can be carried out by backstage, are carried out alert process by speed, accuracy rate.
Present invention disclosed above preferred embodiment is only intended to help and illustrates the present invention.Preferred embodiment is not detailed
All details of narration, it is only described embodiment that the invention is not limited yet.Obviously, according to the content of this specification,
It can make many modifications and variations.This specification is chosen and specifically describes these embodiments, is to preferably explain the present invention
Principle and practical application so that skilled artisan can be best understood by and utilize the present invention.The present invention is only
Limited by claims and its four corner and equivalent.
Claims (7)
1. a kind of three-dimensional portrait synthesis recognition system, it is characterised in that including
Industrial computer, card reader of ID card module, two-dimension human face image acquisition module, 3-D view identification module, three-dimensional face are built
Mould module, the face recognition module, metal detection module, information of mobile phone terminal acquisition module, alarm module, center-side
Database, the comprehensive control platform in rear end；The card reader of ID card module, two-dimension human face image acquisition module, 3-D view are known
Other module, metal detection module, information of mobile phone terminal acquisition module and alarm module are connected with industrial computer respectively；
The card reader of ID card module is used to reading identity card information and sent to center client database be stored, the body
ID card No. of part card information including personnel, date of birth, sex, time of issuing licence, accreditation office；
The 3-D view identification module is used for three-dimensional face color and depth data is gathered, real-time especially by three-dimensional camera
The RGBD data of the different angle multiframes of the current personnel's face of collection, and to face color and depth data automatic synchronization；
The three-dimensional face modeling module is used for three-dimensional face Real-time modeling set, is gathered especially by the 3-D view identification module
The three-dimensional face color data of the multiframe arrived and depth data Real-time modeling set, set up the three-dimensional face mould for including a variety of micro- expressions
Type；
The two-dimension human face image acquisition module is used to carry out automatic detection, and the multiframe people to detecting to current personnel's face
Face image is chosen special angle, light, expression, resolution ratio, a frame of definition or a few frame portraits and captured automatically；
The face recognition module is read by the image of the two-dimension human face image acquisition module with card reader of ID card module
Personnel's head portrait be compared, judge whether current personnel are identity card holder himselfs, if not I then sends alarm signal
Number to alarm module；The face recognition module is by the two dimensional image collected, 3-D view and rear end comprehensive control platform
Identification is compared in face image data in emphasis demographic data storehouse, identifies that emphasis personnel then send alarm signal to alarm
Module；If same person, then by the three-dimensional face color and depth data of collection, ID card information, the mobile phone detected
WIFI mac address informations, mobile phone detect a yard IMSI/IMEI/ESN, two-dimension human face image, acquisition time, collecting location and pass through network
The center client database of being uploaded to is stored, and personal information can be carried out multidimensional comparison by the later stage, show its flow trace；
The metal detection module is used for whether carrying metal automatic detection to current personnel, when detecting metal object
Alarm signal is sent during product to the alarm module.
2. three-dimensional portrait synthesis recognition system as claimed in claim 1, it is characterised in that including personnel by counting module,
The personnel are sent to work by bilateral by counting module to penetrating infrared can automatically detect by number and alarm number
Control machine, the industrial computer is encoded to current personnel according to counting, according to encoding the identity information of current personnel, RGBD numbers
According to, two-dimentional portrait picture, modeling data, data gate information bound.
3. three-dimensional portrait synthesis recognition system as claimed in claim 1, it is characterised in that including mobile phone terminal WIFI MAC
Location arrangement for detecting, is realized by mobile phone WIFI probe sensors, for the personnel's mobile phone that passed through in setpoint distance and angular range
WIFI MAC Address carries out Auto-Sensing, and the mobile phone MAC Address detected, detecting time, equipment id information are locally preserved
And upload to center client database.
4. three-dimensional portrait synthesis recognition system as claimed in claim 1, it is characterised in that detect a yard information detecting mould including mobile phone
Block, detects a yard information (IMSI/IMEI/ESN) for the mobile phone to the personnel that passed through in certain distance and angular range and is detectd automatically
Survey, movement, UNICOM, all mobile phone standards of the big operator 2G/3G/4G of telecommunications three can be detected, the mobile phone detected is detectd a yard information, detectd
Survey time, equipment id information are locally preserved and upload to center client database.
5. three-dimensional portrait synthesis recognition system as claimed in claim 1, it is characterised in that automatically control mould including people's row gate
Block, when the face recognition module recognize current personnel be for identity card holder himself, send a control signal to gate from
Dynamic control module is opened gate and let pass.
6. three-dimensional portrait synthesis recognition system as claimed in claim 1, it is characterised in that mould is locally displayed including liquid crystal display
Block, for supporting that function is locally displayed in liquid crystal display, receives the real-time displaying scene collection video of the center client database, two-dimentional people
The display of the interactive information such as face is captured, three-dimensional face modeling, Certification of Second Generation reading, current guiding.
7. three-dimensional portrait synthesis recognition system as claimed in claim 1, it is characterised in that the metal detection module is
Metal detection sensor.
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