CN109326009A - A kind of system and method that speeds passage through customs based on recognition of face - Google Patents
A kind of system and method that speeds passage through customs based on recognition of face Download PDFInfo
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- CN109326009A CN109326009A CN201710648062.7A CN201710648062A CN109326009A CN 109326009 A CN109326009 A CN 109326009A CN 201710648062 A CN201710648062 A CN 201710648062A CN 109326009 A CN109326009 A CN 109326009A
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- 230000002452 interceptive effect Effects 0.000 claims abstract description 23
- 238000001514 detection method Methods 0.000 claims abstract description 5
- 238000012545 processing Methods 0.000 claims description 27
- 230000010365 information processing Effects 0.000 claims description 19
- 238000012544 monitoring process Methods 0.000 claims description 8
- 239000000523 sample Substances 0.000 claims description 7
- 238000009434 installation Methods 0.000 claims description 5
- 230000003993 interaction Effects 0.000 claims 1
- 230000009286 beneficial effect Effects 0.000 abstract description 2
- 238000010586 diagram Methods 0.000 description 14
- 238000012795 verification Methods 0.000 description 9
- 238000005516 engineering process Methods 0.000 description 7
- 230000001815 facial effect Effects 0.000 description 3
- XEEYBQQBJWHFJM-UHFFFAOYSA-N Iron Chemical compound [Fe] XEEYBQQBJWHFJM-UHFFFAOYSA-N 0.000 description 2
- 238000013528 artificial neural network Methods 0.000 description 2
- 238000004364 calculation method Methods 0.000 description 2
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07B—TICKET-ISSUING APPARATUS; FARE-REGISTERING APPARATUS; FRANKING APPARATUS
- G07B11/00—Apparatus for validating or cancelling issued tickets
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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
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- 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
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
- G07C9/25—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition
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- Health & Medical Sciences (AREA)
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- Oral & Maxillofacial Surgery (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Devices For Checking Fares Or Tickets At Control Points (AREA)
Abstract
The invention discloses a kind of system and method that speeds passage through customs based on recognition of face, the system comprises control systems, and are respectively connected to face identification system, identification system, ticket identifying system, gate system and the man-machine interactive system of the control system；The face identification system includes camera unit, face intelligent Matching unit, human face data library unit and aid decision unit, and the face intelligent Matching unit matches the face information that camera unit acquires with the prestored information of human face data library unit；If the face information of camera unit acquisition and the prestored information of human face data library unit mismatch, the face information for certificate information and the camera unit acquisition that the control system acquires the identification system carries out matching primitives.Beneficial effects of the present invention: the clearance system of the application realizes that " testimony of a witness ticket " is unified automatically, reduces the fault rate of artificial detection certificate.
Description
Technical field
The present invention designs clearance system more particularly to a kind of system and method that speeds passage through customs based on recognition of face.
Background technique
Passenger station of country construction at present all tends to modernize, but clearance ticket checking link is also more original, only relies on people
Work is examined, and each authentication module works independently, and has part website with face recognition module, but because having a single function, solely
Vertical, none holonomic system organically combines multiple verifying links together.It is asked without what really solution automation speeded passage through customs
Topic, current basic condition are as follows:
1. leading to the slow congestion of the portal stream of people in railway station in flow of the people peak time using desk checking；
2. using desk checking ticket, the error rate of ticket people three unification is high；
3. being difficult to the safety requirements such as effectively realize public security anti-terrorism, pursue and capture an escaped prisoner；
4. passenger can not be effectively prevent to enter, and platform accidentally multiplies, intentional mistake multiplies train.
Summary of the invention
The technical problem to be solved in the present invention is that in view of the above-mentioned drawbacks in the prior art, providing a kind of based on face
The system and method that speeds passage through customs of identification.
The technical solution adopted by the present invention to solve the technical problems is:
A kind of system that speeds passage through customs based on recognition of face, including control system are provided, and are respectively connected to the control
Face identification system, identification system, ticket identifying system, gate system and the man-machine interactive system of system；
The face identification system includes that camera unit, face intelligent Matching unit, human face data library unit and auxiliary are determined
Plan unit, the prestored information of face information and human face data library unit that the face intelligent Matching unit acquires camera unit
It is matched；If the face information of camera unit acquisition and the prestored information of human face data library unit mismatch, the control system
The face information that the certificate information for acquiring the identification system and camera unit acquire of uniting carries out matching primitives, if matching
Calculated result is moderate matching, and the aid decision unit prompt background work personnel are manually compared.
In the system that speeds passage through customs of the present invention based on recognition of face, if background work personnel determine camera unit
The certificate information that the face information of acquisition is acquired with identification system meets, and the aid decision unit then will be acquired currently
Face information is stored in the human face data library unit.
In the system that speeds passage through customs of the present invention based on recognition of face, if matching primitives result is matched,
The control system prompt passenger is verified；If matching primitives result is low matching, the control system prompt passenger is tested
Card does not pass through.
In the system that speeds passage through customs of the present invention based on recognition of face, the human face data library unit includes crime
Face database, general population's database, special population database and aid decision database；If the face of camera unit acquisition
Information matches with the crime face database of human face data library unit or the prestored information of special population database, then issues announcement
It is alert；If the face information of camera unit acquisition and the general population's database or aid decision database of human face data library unit
Prestored information matches, then switchs the gate of the gate system and open.
In the system that speeds passage through customs of the present invention based on recognition of face, the camera unit include at least one
One camera and at least one second camera, the installation site of first camera are higher than the installation of the second camera
Position；First camera acquires simultaneously, multiple face informations in track human faces pre-acquired area, the second camera acquisition
Close to the face information of the passenger of gate entrance.
In the system that speeds passage through customs of the present invention based on recognition of face, the identification system includes card reading list
The certificate information that card reading unit is read is sent to public security reality by member and identity information processing unit, the identity information processing unit
Name system is verified；The ticket identifying system includes at least one probe and ticket information processing unit, the ticket
The ticket information that probe is read is sent to Railway Passenger Ticket System and verified by information process unit.
In the system that speeds passage through customs of the present invention based on recognition of face, the control system includes that testimony of a witness processing is single
Member, ticket processing unit, monitoring processing unit, gate control unit and interior processing unit of standing.
In the system that speeds passage through customs of the present invention based on recognition of face, the man-machine interactive system includes first aobvious
Show unit, LED unit, Self-Service unit, voice unit and keyboard unit.
In the system that speeds passage through customs of the present invention based on recognition of face, the gate system is mounted on entrance to the station
And platform entrance goes out, the gate system includes the second display unit, warning unit, rushes card detection unit and electromechanical units.
The method that speeds passage through customs based on recognition of face that the present invention also provides a kind of, comprising the following steps:
S1, when passenger is close to gate, face identification system acquire face information, when identity card is placed on verifying by passenger
When on platform, identification system acquires certificate information；
If S2, acquisition face information and face identification system prestored information mismatch, make acquisition certificate information with
Face information carries out matching primitives；
If S3, matching primitives result are moderate matching, face identification system prompt background work personnel are manually compared.
In conclusion implementing a kind of system and method that speeds passage through customs based on recognition of face of the present invention, have beneficial below
Effect: the clearance system of the application realizes that " testimony of a witness ticket " is unified automatically, reduces the fault rate of manual inspection certificate.With a variety of fast
Fast identification technology, improves customs clearance efficiency, in flow of the people peak period, can keep normal clearance speed, reduces passenger's waiting
Time and be detained quantity, be rapidly completed from help others, demonstrate,prove, the contrast verification of ticket work, reduce personnel investment, it is excellent to reach human resources
Change configuration.In addition, plurality of human faces database Auto-matching, improves safety, effectively realizes the anti-false evidence of public security, anti-terrorism, pursues and captures an escaped prisoner
Composite request.
Detailed description of the invention
Present invention will be further explained below with reference to the attached drawings and examples, in attached drawing:
Fig. 1 is a kind of structural block diagram for system that speeds passage through customs based on recognition of face that present pre-ferred embodiments provide；
Fig. 2 is a kind of structural block diagram of the face identification system of the system that speeds passage through customs based on recognition of face shown in Fig. 1；
Fig. 3 is the structural schematic diagram of the camera unit of face identification system shown in Fig. 2；
Fig. 4 is a kind of structural block diagram of the identification system of the system that speeds passage through customs based on recognition of face shown in Fig. 1；
Fig. 5 is a kind of structural block diagram of the ticket identifying system of the system that speeds passage through customs based on recognition of face shown in Fig. 1；
Fig. 6 is a kind of structural block diagram of the control system of the system that speeds passage through customs based on recognition of face shown in Fig. 1；
Fig. 7 is the work flow diagram of the system when passenger enters station hall；
Fig. 8 is the work flow diagram of system when passenger enters platform；
Fig. 9 is a kind of structural block diagram of the man-machine interactive system of the system that speeds passage through customs based on recognition of face shown in Fig. 1；
Figure 10 is the work flow diagram of system when passenger enters autonomous Terminal Server；
Figure 11 is a kind of structural block diagram of the gate system of the system that speeds passage through customs based on recognition of face shown in Fig. 1.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and
It is not used in the restriction present invention.
As shown in Figure 1, present pre-ferred embodiments provide a kind of system that speeds passage through customs based on recognition of face, it is main
Including control system 10, and it is respectively connected to face identification system 20, identification system 30, the ticket identification of control system 10
System 40, gate system 50 and man-machine interactive system 60.
Wherein, face identification system 20 is mainly used for acquiring facial image, by the facial image of acquisition and its pre-stored data
Image information in library is matched, and matched result is sent to control system 10 and is further processed.
Identification system 30, which is mainly used for acquisition, can show that the certificate information of personally identifiable information, can show that individual
The certificate of identity information includes but is not limited to identity card, driving license, employee's card etc., is then sent to the certificate information of acquisition
Card system is verified, and ID card information can be such as sent to public security real name system and verified, and verification result is sent
It is further processed to control system 10.
Ticket identifying system 40 is mainly used for identification including but not limited to two dimensional code, bar code, special graph characteristic information,
The ticket information of identification is compared with the information database of Railway Passenger Ticket System, and by comparison result and information database pair
The relevant information answered is sent to control system 20 and is further processed.
Gate system 50 is mainly used for controlling the gate switch of the opening and closing of the gate switch of entrance to the station and platform entrance
Opening and closing.
Man-machine interactive system 60 is mainly used for guidance verifying passenger's standard operation, and prompt error message, the trip of being also used to
Objective Self-Service.
Control system 10 is mainly used for coordinating above-mentioned face identification system 20, identification system 30, ticket identifying system
40, gate system 50 and man-machine interactive system 60, the further bi-directional verification of the information that each system is got.Control system 10
Man-machine interactive system 60 is set to prompt the error message of each system, guidance passenger is adjusted accordingly, and controls gate system 50
Opening and closing.
As shown in Fig. 2, face identification system 20 mainly includes camera unit 21, face intelligent Matching unit 22, face number
According to library unit 23 and aid decision unit 24.Wherein, multiple databases can be predefined in human face data library unit 23, respectively
Crime face database, general population's database, special population database and aid decision database.
Camera unit 21 is for acquiring facial image comprising multiple cameras, multiple cameras are mounted near gate
Region, when passenger is close to gate entrance, multiple cameras track mobile portrait, capture face information from multiple angles, and count
Calculation collects a clearest face information.When camera can not capture a normal clearly face, control system
10 make man-machine interactive system 60 issue instruction, such as pass through voice or show on a display screen, prompt passenger close to camera, pass through
Multi-cam calculates face distance and profile, identifies false face.
As shown in figure 3, camera unit 21 includes at least one the first camera 21a and at least one second camera 21b,
First camera 21a and second camera 21b are installed in region near gate 1, and the mounting height of the first camera 21a is big
In the mounting height of second camera 21b.When passenger comes into face pre-acquired area 2, the first camera 21a starts to acquire face
Information, the first camera 21a can acquire multiple face informations simultaneously, calculate face characteristic, and track human faces motion track, meter
Calculate the face of the most fast passenger close to gate 1.When entrance of the passenger close to gate 1, second camera 21b starts to acquire face letter
Breath, and face characteristic is corrected on the basis of the first camera 21a, the mode that this multi-cam combines can accelerate face knowledge
Other speed.
Face intelligent Matching unit 22 calculates face characteristic information according to the face information captured, which is believed
Breath carries out matching primitives with multiple databases predefined in human face data library unit 23, and matched result is sent to control
System 10.If camera unit 21 acquire face information and human face data library unit 23 in predefined crime face database or
Special population database matches, then gate system 50 is made to issue alarm；If face information and face that camera unit 21 acquires
Predefined general population's database or aid decision database match in Database Unit 23, then by the lock of gate system 50
Machine switch is opened.Know to further speed up recognition of face speed, face identification system 20 and identification system 30 and ticket
Other 40 parallel processing of system, i.e., when passenger is put into ticket, card, recognition of face matching is completed.
If predefined multiple databases are not in face information and human face data library unit 23 that camera unit 21 acquires
Match, then the certificate information (such as ID card information) that identification system 30 acquires is sent to face intelligent Matching by control system 10
Unit 22.Face intelligent Matching unit 22 calculates face characteristic information according to the photo in certificate information, will be from the certificate information
The face characteristic information of middle calculating carries out matching primitives with from 21 catcher's face characteristic information of camera unit, and by matching primitives
As a result it is sent to control system 10.Matching primitives result of the matching degree in 70%~100% range can be defined as to height
Matching primitives result of the matching degree in 30%~70% range is defined as moderate matching, by matching degree 0~30% by matching
Matching primitives result in range is defined as low matching.
Since the photo on many testimony of a witness parts (such as identity card) has bigger discrepancy with my recent appearance, lead to face
It is not high as a result, still being but easier to find out people and certificate one by artificial eye experience that identifying system 20 calculates matching degree
It causes.The face identification system 20 of the application further includes aid decision unit 24, and it is big which is utilized machine
The automatic Rapid matching of data operation is as a result, have artificial experience auxiliary to improve matched accuracy again.
When from the face characteristic information that is calculated in certificate information with from 21 catcher's face characteristic information of camera unit be
When degree matching, aid decision unit 24 prompts background work personnel manually to be compared, and issues prompt to background work personnel,
Such as voice prompting or display screen show prompting mode, which can be with are as follows: " according to intelligent operation as a result, this person and card
Matching degree is xx%, and incongruent position is XX, is please referred to ".If background work personnel determine that passenger provides with it by rule of thumb
Certificate do not meet, then by man-machine interactive system 60 prompt passenger's authentication failed, and prompt passenger contact station staff.
If the certificate that background work personnel determine that passenger provides with it by rule of thumb meets, aid decision unit 24 if, is newest by this person
Human face photo is stored in the aid decision database of human face data library unit 23, and using the result specifically manually determined as modifying factor
Son is input in the matched algorithm of face (such as neural network recognization algorithm), Optimized Matching algorithm.
It is high when the face characteristic information calculated from certificate information and from 21 catcher's face characteristic information of camera unit
When degree matching, control system 10 prompts passenger to be verified by man-machine interactive system 60, is further processed.When from certificate
When the face characteristic information calculated in information from 21 catcher's face characteristic information of camera unit for minuent with matching, belong to obvious
People and demonstrate,prove incongruent situation, then prompt passenger's verifying not pass through by man-machine interactive system 60, and passenger is prompted to contact work
Make personnel.
Input is assisted by the artificial experience of the background work personnel of aid decision unit 24, it is two very big good to bring
Place.First, modifying factor is generated, the matched algorithm of face, such as neural network recognization algorithm are corrected, so that the matched calculation of machine
Method more optimizes, and closer to the mode of thinking of people, later matching algorithm is more accurate, while being also accumulated from many aid decision numbers
According to improving matching speed；Second, the result of human assistance decision is saved in aid decision database, aid decision number
According to library meeting Timing Synchronization to all websites in the whole nation, by long-term accumulation, just there is my a recent appearance to match with certificate photograph
The database of not high crowd is spent, and photo, the later period this person in person that there are them recent appear in this set identifying system again
When in front, this person can be accurately identified in face pre-acquired area, improve matched speed.It can also be this
Aid decision database is open to public security system, improves their investigation efficiency.
As shown in figure 4, identification system 30 mainly includes card reading unit 31 and identity information processing unit 32.Wherein,
Card reading unit 31 is used to read the certificate information for being placed on and verifying the certificate on platform, and identity information processing unit 32 is by the card of reading
Part information is sent to public security real name system 70 and is verified, and verification result is fed back to identity information and handled by public security real name system 70
Unit 32.If certificate information is problematic, prompt certificate information wrong by man-machine interactive system 60, and passenger is prompted to walk manually
Otherwise certificate information is sent to control system 10 by channel.
As shown in figure 5, ticket identifying system 40 mainly includes probe 41 and ticket information processing unit 42.Wherein, it sweeps
First 41 are retouched for reading the ticket information for the ticket being placed on verifying platform, ticket information processing unit 42 believes the ticket of reading
Breath is sent to Railway Passenger Ticket System 80 and is verified, and verification result is fed back to ticket information processing unit by Railway Passenger Ticket System 80
42.Ticket information processing unit 42 sends out the relevant informations such as verification result and the corresponding rider of ticket, time, train number, platform
It send to control system 10.
This system reads ticket technology using any angle, any direction, by installing multiple sweep in the neighboring area of scanning area
First 41 are retouched, includes but is not limited to the upper and lower region for being mounted on scanning area, no matter ticket is positive and negative can quickly read up
Information.If ticket two dimensional code, bar code are blocked, show etc. that modes prompt passenger by ticket by voice or display screen
Face-up.If ticket two dimensional code, bar code are fuzzy or that is altered can not identify, shown by voice or display screen
Etc. modes prompt passenger to walk artificial channel.
Preferably, this system is supported without ticket situation, i.e., when ticket identifying system 40 is read less than ticket, ticket identification
System 40 will request control system 10 to read passenger information from identification system 30, and verify to Railway Passenger Ticket System 80.
The application reads technology simultaneously using ticket, certificate, by the way that the reader and ticket of identification system are identified
The ticket reader of system is mounted on same reading platform, and certificate and ticket is supported to be placed on reading platform simultaneously, as long as nominal value is believed
Breath is not blocked, and two systems work at the same time, and the same time reads ticket information and certificate information, improves ticket, card identification speed
Degree.
As shown in fig. 6, control system 10 mainly includes testimony of a witness processing unit 11, ticket processing unit 12, monitoring processing list
Member 13, gate control unit 14 and interior processing unit 15 of standing.Its specific workflow is as follows:
When the face characteristic information that face identification system 20 captures and special population database phase predefined in it
Match, control system 10 can be face characteristic information, and personnel positions treatment advice is sent to monitoring processing unit 13, and monitoring processing is single
Member 13 will prompt staff or alarm according to the security level of definition.
Testimony of a witness processing unit 11 is for matching whether the certificate that passenger provides with it is the same person.If being read from certificate
Face information when with the face information that is read from camera unit being matched, testimony of a witness processing unit 11 prompts passenger's verifying
Pass through, when matching if minuent, then passenger is prompted to walk artificial channel, and notifies monitoring processing unit 13.If being read from certificate
Face information when with the face information that is read from camera unit being that moderate match, testimony of a witness processing unit 11 notifies monitoring to handle
Unit 13 mismatches face part, but uses face auxiliary decision technology, prompts background work by aid decision unit 24
Personnel are manually compared.If the non-decision of system time-out leads to authentication failed, testimony of a witness processing unit 11 prompts passenger to walk manually
Channel；If background work personnel identify decision passenger and its certificate for providing when being same people, understand by the newest face of this person
Photo is stored in aid decision database, and next this person enters back into this ticket checking system, can be automatically matched to aid decision data
Verification the verifying results are accelerated in library.
Whether ticket processing unit 12 is same people for matching the rider on ticket with certificate owner.If on ticket
Rider and all artificial same people of certificate, then prompt passenger to be verified, otherwise, prompt passenger's ticket checking failure.If nothing
Ticket situation, ticket processing unit 12 verify whether certificate owner has Ticketing information, and obtain Ticketing information.
Testimony of a witness processing unit 11 and ticket processing unit 12 are all verified, and gate control unit 14 keeps inlet corresponding
Gate switch is opened, and passenger data library in the station of all information deposit systems of people of entering the station, is provided public security and consulted interface, convenient
Public security investigation.
Processing unit 15 enters the station platform technology, i.e. face recognition technology using without card ticket in standing, and will be close to platform gate trip of entering the station
The face characteristic of visitor is matched with the interior passenger data library in station, judge this passenger whether be current platform, current train number passenger,
If so, notice gate control unit 14 opens corresponding platform gate, otherwise passenger is prompted to mismatch platform, Bus Schedules.
Fig. 7 is the work flow diagram of whole system when passenger enters station hall, specifically includes the following steps:
S100: passenger is waited in line by gate, and when passenger walks close to gate, face identification system is started to work, and acquires people
Face image.
S101: passenger goes to before gate and ticket, certificate is put into designated position according to prompt, such as verifying platform, identity are known
Other system acquisition certificate information, ticket identifying system acquire ticket information.
S102: collected face information is compared control system with certificate information, and collected ticket is believed
Breath is compared with certificate information.
S103: it if collected face information, certificate information are consistent with ticket information, is prompted by man-machine interactive system
It is proved to be successful, gate is switched and opened by gate system, and collected face information, certificate information and ticket information are stored in and stood
Interior passenger data library；If collected face information, certificate information and ticket information are inconsistent, mentioned by man-machine interactive system
Show authentication failed, and notifies monitoring backstage.
Fig. 8 is the work flow diagram of system when passenger enters platform, specifically includes the following steps:
S200: passenger is waited in line by gate, and the camera unit at platform gate adopts the face for being lined up passenger
Collection and identification.
S201: the face information of camera unit acquisition is matched with interior passenger data library of standing, determines whether correspondence
The passenger of train number.
S202: it is switched if so, opening gate, otherwise system alarm, and passenger is notified to walk artificial channel.
As shown in figure 9, man-machine interactive system 60 works for Self-Service, it mainly include the first display unit 61, LED
Unit 62, Self-Service unit 63, voice unit 64 and keyboard unit 65.Man-machine interactive system 60 can be deployed in each gate
Mouthful, it helps to guide for passenger, and prompt whether to malfunction.Man-machine interactive system 60 can also be the self-service clothes for being deployed in Waiting Lounge
Business terminal, self-service terminal use recognition of face service technology, after passenger can be by recognition of face, the passenger are prompted to purchase
Ticket information, current train number recently, platform number and driving time.
Figure 10 is the work flow diagram of system when passenger enters autonomous Terminal Server, specifically includes the following steps:
S300: passenger comes into self-service terminal machine, and the face of the passenger of self-service terminal machine is come into the camera acquisition of terminating machine
Information.
S301: face identification system matches catcher's face characteristic information with interior passenger data library of standing.
S302: terminating machine prompts the corresponding train information of passenger, such as time, train number, platform number and state.
As shown in figure 11, gate system 50 is mainly used for receiving the switch order of control system 10, and installation enters AT STATION
Mouth and platform entrance.Gate system 50 includes mainly the second display unit 51, warning unit 52, rushes card detection unit 53 and electromechanics
Unit 54.Wherein, the second display unit 51 is displayed for gate and switchs current open and-shut mode, and electromechanical units 54 are then used for
Control the opening and closing of gate switch.If control system 10 opens a sluice gate to instruct to the sending of gate system 50, electromechanical units 54 switch gate
It opens, after passenger passes through gate, gate is switched and closed by electromechanical units 54.Card detection unit 53 is rushed for detecting whether there is trip
Visitor is forced through gate, but has passenger to be forced through if not receiving and opening a sluice gate instruction, and it is alert to issue acousto-optic by warning unit 52
It accuses.
The method that speeds passage through customs based on recognition of face that the present invention also provides a kind of, comprising the following steps:
S1, when passenger is close to gate, face identification system 20 acquire face information, tested when identity card is placed on by passenger
When demonstrate,proving on platform, identification system 30 acquires certificate information.
When identity card and ticket can also be placed on verifying platform by passenger simultaneously, identification system 30 acquires certificate at this time
Information, ticket identifying system 40 acquire ticket information.Wherein, face identification system 20, identification system 30 and ticket identify
40 parallel processing of system, when passenger is put into ticket, card, recognition of face matching is completed.
Face identification system 20 mainly includes camera unit 21, face intelligent Matching unit 22, human face data library unit 23
With aid decision unit 24.Wherein, multiple databases, respectively crime face number can be predefined in human face data library unit 23
According to library, special population database and aid decision database.
Identification system 30 mainly includes card reading unit 31 and identity information processing unit 32.Wherein, card reading unit 31
For reading the certificate information for the certificate being placed on verifying platform, identity information processing unit 32 sends the certificate information of reading
It is verified to public security real name system 70, verification result is fed back to identity information processing unit 32 by public security real name system 70.If
Certificate information is problematic, then prompts certificate information wrong by man-machine interactive system 60, and passenger is prompted to walk artificial channel, otherwise
Certificate information is sent to control system 10.
Ticket identifying system 40 mainly includes probe 41 and ticket information processing unit 42.Wherein, probe 41 is used for
The ticket information for the ticket being placed on verifying platform is read, the ticket information of reading is sent to iron by ticket information processing unit 42
Road Ticketing and Reservation System 80 is verified, and verification result is fed back to ticket information processing unit 42 by Railway Passenger Ticket System 80.Ticket letter
The relevant informations such as verification result and the corresponding rider of ticket, time, train number, platform are sent to control system by breath processing unit 42
System 10.
If predefined crime face database or special population number in S2, the face information of acquisition and face identification system
Match according to library, then gate system 50 is made to issue alarm.If predefined general in the face information and face identification system of acquisition
Logical demographic data library or aid decision database match, then switch the gate of gate system 50 and open.If the face of acquisition
The prestored information of information and face identification system mismatches, then the certificate information of acquisition and face information is made to carry out matching primitives.
Matching primitives result of the matching degree in 70%~100% range can be defined as matched, by matching degree 30%~
Matching primitives result in 70% range is defined as moderate matching, by matching primitives result of the matching degree in 0~30% range
It is defined as low matching.
If S3, matching primitives result are moderate matching, face identification system prompt background work personnel are manually compared.
If the certificate that background work personnel determine that passenger provides with it by rule of thumb is not met, pass through man-machine interactive system
60 prompt passenger's authentication faileds, and passenger is prompted to contact station staff.If background work personnel determine passenger by rule of thumb
The certificate provided with it meets, and aid decision unit 24 is then by the newest human face photo deposit human face data library unit 23 of this person
Aid decision database, and using the result specifically manually determined as modifying factor, the matched algorithm of face is input to (such as nerve
Network Recognition algorithm etc.) in, Optimized Matching algorithm.
It is high when the face characteristic information calculated from certificate information and from 21 catcher's face characteristic information of camera unit
When degree matching, control system 10 prompts passenger to be verified by man-machine interactive system 60, is further processed.When from certificate
When the face characteristic information calculated in information from 21 catcher's face characteristic information of camera unit for minuent with matching, belong to obvious
People and demonstrate,prove incongruent situation, then prompt passenger's verifying not pass through by man-machine interactive system 60, and passenger is prompted to contact work
Make personnel.
Although the present invention be illustrated by specific embodiment, it will be appreciated by those skilled in the art that, do not departing from
In the case where the scope of the invention, various transformation and equivalent substitute can also be carried out to the present invention.In addition, being directed to particular condition or material
Material, can do various modifications to the present invention, without departing from the scope of the present invention.Therefore, the present invention is not limited to disclosed tool
Body embodiment, and should include the whole embodiments fallen within the scope of the appended claims.
Claims (10)
1. a kind of system that speeds passage through customs based on recognition of face, which is characterized in that including control system (10), and be respectively connected to
The face identification system (20) of the control system (10), identification system (30), ticket identifying system (40), gate system
(50) with man-machine interactive system (60)；
The face identification system (20) includes camera unit (21), face intelligent Matching unit (22), human face data library unit
(23) and aid decision unit (24) face information that, the face intelligent Matching unit (22) acquires camera unit (21) with
The prestored information of human face data library unit (23) is matched；If the face information and face database of camera unit (21) acquisition
The prestored information of unit (23) mismatches, the certificate information that the control system (10) acquires the identification system (20)
Matching primitives are carried out with the face information of camera unit (21) acquisition, if matching primitives result is moderate matching, the auxiliary is determined
Plan unit (24) prompt background work personnel are manually compared.
2. the system that speeds passage through customs according to claim 1 based on recognition of face, which is characterized in that if background work personnel
The certificate information for determining that the face information of camera unit (21) acquisition is acquired with identification system (20) meets, and the auxiliary is determined
The face information currently acquired is then stored in the human face data library unit (23) by plan unit (24).
3. the system that speeds passage through customs according to claim 1 based on recognition of face, which is characterized in that if matching primitives result
For matched, control system (10) the prompt passenger is verified；If matching primitives result is low matching, the control
System (10) prompt passenger's verifying does not pass through.
4. the system that speeds passage through customs according to claim 1 based on recognition of face, which is characterized in that the face database
Unit (23) includes crime face database, general population's database, special population database and aid decision database；If taking the photograph
As the face information of unit (21) acquisition and the crime face database or special population database of human face data library unit (23)
Prestored information match, then issue alarm；If face information and human face data library unit (23) of camera unit (21) acquisition
General population's database or the prestored information of aid decision database match, then the gate of the gate system (50) is opened
It closes and opens.
5. the system that speeds passage through customs according to claim 1 based on recognition of face, which is characterized in that the camera unit
It (21) include at least one first camera (21a) and at least one second camera (21b), first camera (21a)
Installation site be higher than the second camera (21a) installation site；First camera (21a) acquires, tracks simultaneously
Multiple face informations in face pre-acquired area, the second camera (21b) acquire the face letter of the passenger close to gate entrance
Breath.
6. the system that speeds passage through customs according to claim 1 based on recognition of face, which is characterized in that the identification system
System (30) includes card reading unit (31) and identity information processing unit (32), and the identity information processing unit (32) is by card reading list
The certificate information that first (31) are read is sent to public security real name system (70) and is verified；The ticket identifying system (40) includes extremely
A few probe (41) and ticket information processing unit (42), the ticket information processing unit (42) read probe (41)
The ticket information taken is sent to Railway Passenger Ticket System (80) and is verified.
7. the system that speeds passage through customs according to claim 1 based on recognition of face, which is characterized in that the control system
(10) include testimony of a witness processing unit (11), ticket processing unit (12), monitoring processing unit (13), gate control unit (14) and
Processing unit (15) in standing.
8. the system that speeds passage through customs according to claim 1 based on recognition of face, which is characterized in that the human-computer interaction system
System (60) includes the first display unit (61), LED unit (62), Self-Service unit (63), voice unit (64) and keyboard list
First (65).
9. the system that speeds passage through customs according to claim 1 based on recognition of face, which is characterized in that the gate system
(50) it is mounted on entrance to the station and platform entrance goes out, the gate system (50) includes the second display unit (51), warning unit
(52), card detection unit (53) and electromechanical units (54) are rushed.
10. a kind of method that speeds passage through customs based on recognition of face, which comprises the following steps:
S1, when passenger is close to gate, face identification system acquires face information, when identity card is placed on verifying platform by passenger
When, identification system acquires certificate information；
If the prestored information of S2, the face information of acquisition and face identification system mismatch, make the certificate information and face of acquisition
Information carries out matching primitives；
If S3, matching primitives result are moderate matching, face identification system prompt background work personnel are manually compared.
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| CN201710648062.7A CN109326009A (en) | 2017-08-01 | 2017-08-01 | A kind of system and method that speeds passage through customs based on recognition of face |
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| CN201710648062.7A CN109326009A (en) | 2017-08-01 | 2017-08-01 | A kind of system and method that speeds passage through customs based on recognition of face |
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| CN110796688A (en) * | 2019-11-05 | 2020-02-14 | 广东机场白云信息科技有限公司 | Multi-target face recognition intelligent flight information display method and system |
| CN111402475A (en) * | 2020-03-29 | 2020-07-10 | 北京年管家信息科技有限公司 | Intelligent gate passing system with body temperature measuring function, method and computer readable storage medium |
| CN111881866A (en) * | 2020-08-03 | 2020-11-03 | 杭州云栖智慧视通科技有限公司 | Real-time face grabbing recommendation method and device and computer equipment |
| CN113160464A (en) * | 2020-11-27 | 2021-07-23 | 中运科技股份有限公司 | Face recognition security inspection method and security inspection system |
| CN117197876A (en) * | 2023-11-07 | 2023-12-08 | 深圳凯升联合科技有限公司 | Face recognition security system and method based on deep learning |
| CN117292465A (en) * | 2023-09-07 | 2023-12-26 | 深圳瑞盈科科技有限公司 | Intelligent access control anti-theft system based on wireless network |
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