CN107862773A - Can reservation type recognition of face gate inhibition guest system and method - Google Patents
Can reservation type recognition of face gate inhibition guest system and method Download PDFInfo
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- CN107862773A CN107862773A CN201711175446.8A CN201711175446A CN107862773A CN 107862773 A CN107862773 A CN 107862773A CN 201711175446 A CN201711175446 A CN 201711175446A CN 107862773 A CN107862773 A CN 107862773A
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- visitor
- face
- cloud platform
- skin detection
- platform server
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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
- G07C9/30—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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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/38—Individual registration on entry or exit not involving the use of a pass with central registration
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- Engineering & Computer Science (AREA)
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- Collating Specific Patterns (AREA)
Abstract
Present disclosure one kind can reservation type recognition of face gate inhibition guest system and method, it includes：Visitor device, owner's terminal, passageway gate machine and cloud platform server；Visitor device is connected with cloud platform server, for obtaining the first face information of visitor, to generate the first skin detection；Owner's terminal is connected with cloud platform server, and for being audited to visitor's application, nuclear information of concurrently submitting to a higher level for approval or revision is to cloud platform server；Cloud platform server is connected with passageway gate machine, during for allowing current when msu message, send visitor enabling authority and the first skin detection to passageway gate machine；Passageway gate machine is used to detect whether visitor is located at identification region, when visitor is located at identification region, obtain the second face information of visitor, further to generate the second skin detection, and compare first, second skin detection, when both match, and passageway gate machine obtains enabling authority, the operation that pass gate is let pass is performed.
Description
Technical field
The present invention relates to access control technical field, more particularly to one kind can reservation type recognition of face gate inhibition guest system and
Method.
Background technology
The rapid development of computer technology and network technology, make computer, Digital Signal Analysis processing system (DSP) to people
The automatic of face is precisely identified as in order to possible.Face recognition technology is intuitively dashed forward because it possesses non contact angle measurement, discrimination
Go out, be not easy many advantages such as counterfeit, identification process is hidden, be also progressively applied among the every field of security protection industry, such as punishment
Detection case, runaway convict are chased, key area " testimony of a witness unification " authentication, bank and ATM monitoring alarms etc..
Existing recognition of face formula gate inhibition's guest system, for visitor reservation processing also lack it is a kind of more convenient quick and
Meet the mode of daily practical application.Limited after all because of the features such as cost of human resources, way to manage, personnel's discrepancy mode,
The most office buildings in China city, residential district, industrial park, may not to the safe class of daily entryexit management for people
Need to rise to the safety precaution grade for being equal to occasion and key project, the management for visitor (temporary staff) is also
It is not necessary to all realize the certification of " testimony of a witness unification " formula.Therefore, a kind of comparison is easy, is adapted to above-mentioned office buildings, lives
The application scenarios such as residence community, industrial park, just gate inhibition's visitor management system of visitor's fast passing can be allowed using recognition of face,
Be market there is an urgent need to.
The content of the invention
It is an object of the present invention to provide one kind can reservation type recognition of face gate inhibition guest system and method, it is for existing
If there is face recognition access control system guest system to need testimony of a witness unification certification, personnel to pass through, flow is complicated and passage rate is slow, does not take
Can not then be come in and gone out with identity document and owner and visitor between video call audit function cost it is high the shortcomings of, there is provided one
Kind can reservation type recognition of face gate inhibition's guest system, with realize recognition of face contrast certification after can pass through, drastically increase
The speed that personnel pass through, the identity document that the is provided when visitor for leaving behind identity document can also rely on reservation and
Checking is current.In addition, the system also provides testimony of a witness unification certification current pattern, and there is free switching function, so as to have
There are very strong adaptability and usability, then provide the user the good experience of easily safety management and fast passing.
In addition, the system need not provide extra video intercom device, owner can visually be led to by owner's terminal with visitor
Words, significantly reduce the construction cost of whole system, are more beneficial for marketing and application popularization.
To achieve these goals, the invention provides one kind can reservation type recognition of face gate inhibition's guest system, the system
System includes：Visitor device, owner's terminal, passageway gate machine and cloud platform server；The visitor device takes with the cloud platform
Business device is connected, and the visitor device is used to obtaining the first face information of visitor, and to first face information at
Reason is stored to the cloud platform server with generating the first skin detection；Owner's terminal takes with the cloud platform
Business device is connected, and owner's terminal is used to apply for instruction and described receiving the visitor that the cloud platform server forwarded
After first face information, visitor's application is audited, nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server；The cloud is put down
Platform server is connected with the passageway gate machine, and the cloud platform server is used to receive the visitor transmitted by the visitor device
Application instruction and first face information, and when the msu message received from owner's terminal is allows current,
Send visitor enabling authority and the first skin detection to passageway gate machine；The passageway gate machine is arranged at gateway or logical
At road, the passageway gate machine includes a retention device, and the passageway gate machine is used to detect whether visitor is located at identification region, when
When visitor is located at identification region, the second face information of visitor is obtained, and the second face information is handled to generate
Two skin detections, and first skin detection and second skin detection, when described first
Skin detection and second skin detection match, and during the passageway gate machine acquisition enabling authority, institute
State passageway gate machine and perform the operation that pass gate is let pass by controlling the retention device.
In one embodiment of this invention, the visitor device is visitor's mobile terminal, and visitor's mobile terminal passes through
Mobile network connects with cloud platform server communication, and visitor's mobile terminal includes a visitor and preengages module and a people
Face identification module, the visitor preengage module and are used to obtain visitor's reservation information, and the face recognition module is pre- to the visitor
The first face information about in information is handled to generate the first skin detection；Visitor's mobile terminal is further
For visitor's reservation information, the first skin detection and reservation application instruction to be sent to the cloud platform server.
In one embodiment of this invention, the visitor device is automatic guest machine, the automatic guest machine and the industry
Master terminal communication connection, the automatic guest machine includes a voice and video call module and a face recognition module, wherein described
Voice and video call module is used to make visitor carry out video with holding the owner of owner's terminal by the automatic guest machine
Voice call；The face recognition module is used to generate the first face characteristic according to the first face information of the visitor obtained
Template.
In one embodiment of this invention, the visitor device is face collector, the face collector and the cloud
Platform Server is connected, and the face collector includes the first face recognition module, and first face recognition module is further
The camera of the first face information is obtained for gathering the facial image of fixed personnel including one, first recognition of face
Module is used to handle to obtain the first skin detection the first face information obtained.
In one embodiment of this invention, the passageway gate machine includes one second face recognition module；Second face
Identification module further comprises a recognition of face read head, and the recognition of face read head is used for the picture for gathering face or video letter
Breath, to produce the second face information.
In one embodiment of this invention, the system also includes an artificial guest machine, and the artificial guest machine passes through institute
State cloud platform server to be connected with owner's terminal, the artificial guest machine includes a voice and video call module, wherein institute
Voice communications module is stated to be used to make administrative staff by the artificial guest machine and hold owner's progress video of owner's terminal
Voice call.
In addition, the present invention also provide one kind can reservation type face identification method, using it is above-mentioned can reservation type recognition of face door
Prohibit guest system, it includes：(a1) visitor device generates the first face spy according to the first face information of the visitor obtained
Template is levied, and sends visitor's reservation information, the first skin detection and reservation application instruction and sends to cloud platform server,
Wherein visitor device is visitor's mobile terminal；(a2) owner's terminal is in the reservation application for receiving cloud platform server and being forwarded
After instruction and visitor's reservation information, visitor's application is audited, nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server；
(a3) cloud platform server record msu message, and corresponding operation is performed according to the Different Results of msu message；When cloud is put down
Platform server from the msu message that owner's terminal receives to allow current when, send the enabling authority and first of visitor
Skin detection is to passageway gate machine；(a4) when visitor is located at the identification region of passageway gate machine, passageway gate machine detects visitor
And the second face information of visitor is obtained, the second face characteristic is generated with the second face information according to the visitor obtained
Template；(a5) passageway gate machine first skin detection and second skin detection, when described the first
Face feature templates and second skin detection match, and during the passageway gate machine acquisition enabling authority, the passage
Gate performs the operation that pass gate is let pass.
In addition, the present invention also provide one kind can reservation type face identification method, using it is above-mentioned can reservation type recognition of face door
Prohibit guest system, it includes：(b1) visitor device generates the first face spy according to the first face information of the visitor obtained
Template is levied, and sends the first face information, the first skin detection and visitor and applies for that instruction is sent to cloud platform server,
Wherein visitor device is self-help visitor machine；(b2) owner's terminal refers to receiving visitor's application that cloud platform server forwarded
After order and the first face information, visitor's application is audited, nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server；(b3)
Cloud platform server record msu message, and corresponding operation is performed according to the Different Results of msu message；When cloud platform takes
Business device from the msu message that owner's terminal receives to allow current when, send the enabling authority and the first face of visitor
Feature templates are to passageway gate machine；(b4) when visitor is located at the identification region of passageway gate machine, passageway gate machine detects visitor and obtained
The second face information of visitor is taken, the second skin detection is generated with the second face information according to the visitor obtained；
(b5) passageway gate machine first skin detection and the second skin detection, when the first face character modules
Plate and second skin detection match, and during the passageway gate machine acquisition enabling authority, the passageway gate machine performs
The operation that pass gate is let pass.
In addition, the present invention also provide one kind can reservation type face identification method, using it is above-mentioned can reservation type recognition of face door
Prohibit guest system, it includes：(c1) visitor device generates the first face spy according to the first face information of the visitor obtained
Template is levied, and sends the first face information, the first skin detection and visitor and applies for that instruction is sent to cloud platform server,
Wherein visitor device is face collector；(c2) administrative staff access cloud platform server, and to being stored in cloud platform service
First face information is audited, and nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server；(c3) cloud platform server record is examined
Nuclear information, and corresponding operation is performed according to the Different Results of msu message；When the examination ＆ verification letter that cloud platform server receives
When ceasing to allow current, enabling authority and the first skin detection are correspondingly sent to passageway gate machine；(c4) when visitor is located at
During the identification region of passageway gate machine, passageway gate machine detects visitor and obtains the second face information of visitor, with according to being obtained
Visitor the second face information and generate the second skin detection；(c5) passageway gate machine first face characteristic
Template and the second skin detection, when first skin detection and second skin detection match, and
When passageway gate machine obtains the enabling authority, the passageway gate machine performs the operation that pass gate is let pass.
In one embodiment of this invention, the visitor device and the passageway gate machine are calculated by an ensemble PCA
The face recognition technology of method and the face recognition module of rear end grader by the first face information or the second face information correspondingly
Generate the first skin detection or the second skin detection.
It is of the present invention can reservation type recognition of face gate inhibition's guest system have the advantage that：(1) visitor is uploaded license, regard
Frequently, the more traditional text information data of the human face image information such as photo is more directly perceived and true, and is not easy by counterfeit and imitative
Make, be also convenient for manually being investigated.Moreover, face recognition module to the face information extracted from video information by entering
Row incremental learning, to obtain skin detection of multiple faces under different angle, different directions, different illumination conditions,
And sample is used as, be advantageous to improve the recognition accuracy to face information；(2) examining for video call between owner-visitor is employed
Kernel method, owner by owner's terminal can realize with visitor's video intercom, and send visitor and audit instruction, and without extra
Equipment installation, construction and wiring are carried out, can be achieved using existing network (cellular communications networks or cordless communication network) can
Depending on call.And owner can carry with owner's terminal, visitor can be applied auditing whenever and wherever possible, it is extremely convenient；
(3) passageway gate machine carries out authentication by way of recognition of face, and which is simple and reliable, i.e., only needs visitor in passage
Gate advance row recognition of face, passageway gate machine can pass through after contrasting certification, and without brush identity document, flow is simple,
Management is convenient, can effectively accelerate the speed of visitor's discrepancy, meet the needs of practical application；(4) the system compatible testimony of a witness
Unification pattern and recognition of face can passage mode, between both of which can free switching, recognition of face may be selected on ordinary days
Passage mode, accelerate visitor and come in and go out, requiring to lift safety precaution grade in particular cases, testimony of a witness unification can be selected logical
Row mode, so, security management and control ability is not only improved, and reduce the working strength and management cost of Security Personnel, had
There are very strong environmental suitability and practicality.
Brief description of the drawings
Fig. 1 be one embodiment of the invention can reservation type recognition of face gate inhibition's guest system structural representation；
Fig. 2 be one embodiment of the invention can reservation type face identification method step schematic flow sheet；
Fig. 3 be another embodiment of the present invention can reservation type face identification method step schematic flow sheet；
Fig. 4 be further embodiment of this invention can reservation type face identification method step schematic flow sheet.
Embodiment
Below in conjunction with the accompanying drawings to it is provided by the invention can reservation type recognition of face gate inhibition guest system and method specific reality
The mode of applying elaborates.
It is shown in Figure 1, one embodiment of the invention provide one kind can reservation type recognition of face gate inhibition's guest system, institute
The system of stating includes：Visitor device 120, owner's terminal 130, passageway gate machine 140 and cloud platform server 110.
The visitor device 120 is connected with the cloud platform server 110, and the visitor device 120 is used to obtain visitor
The first face information, and first face information is handled to generate the first skin detection, and store to
The cloud platform server 110.Wherein, the visitor device 120 can be visitor's mobile terminal 121, or be automatic guest machine
122, or be face collector 123, hereafter further visitor device 120 will be described.
In the first embodiment of the present invention, the visitor device 120 is visitor's mobile terminal 121, visitor's movement
Terminal 121 is connected by mobile network and the cloud platform server 110 communication, and visitor's mobile terminal 121 includes one and visited
Visitor's reservation module and a face recognition module, the visitor preengage module and are used to obtain visitor's reservation information, the recognition of face
Module is handled the first face information in visitor's reservation information to generate the first skin detection, the visit
Objective mobile terminal 121 is further used for sending visitor's reservation information, the first skin detection and reservation application instruction
To the cloud platform server 110.Wherein, installation settings has visitor's APP application journeys in visitor's mobile terminal 121
Sequence, this should program include a visitor and preengage template (not shown) and a face recognition module (not shown).When visitor is according to visit
The instruction of objective APP application programs, filling in visitor's reservation information, (including personal information and shooting identity card shine or human face photo, regarded
Frequency etc.) after, the visitor preengages template and gets above- mentioned information.The face recognition module is in visitor's reservation information
The first face information (such as face information of identity document or the visitor in human face photo, video) handled (such as image
Storage, the Face datection positioning in image, face characteristic extraction, face modeling etc.) to generate the first skin detection.Institute
The first skin detection progress interim storage will be obtained by stating visitor APP application programs, and the visitor is preengage and believed
Breath, the first skin detection and reservation application instruction (instruction be by click on visitor's APP application programs reservation application by
Button and produce) send to the cloud platform server 110.
In addition, visitor's mobile terminal 121 is the terminal that visitor carries with, no particular/special requirement.Visitor passes through the end
Hold Website login to download related visitor's APP application programs, into reservation interface and fill in related visitor's reservation information.
In the second embodiment of the present invention, the visitor device 120 is automatic guest machine 122, the automatic guest machine
122 connect with owner's terminal 130 communication, and the automatic guest machine 122 includes a visitor and applies for module (not shown), one
Voice and video call module (not shown) and a face recognition module (not shown), wherein the visitor applies for that module is used to visit
The first face information of visitor, first face information by visitor's brush effective identity certificate or can take pictures, shoot video to obtain
.The voice and video call module includes a camera, for making visitor by the automatic guest machine 122 and holding industry
The owner of master terminal 130 carries out the voice call of video；The face recognition module is used for the according to the visitor obtained
One face information generates the first skin detection.
In addition, to be installed on building, garden, the reception of community big for the self-help visitor machine 122 (or artificial guest machine 124)
The Room, it has video camera, taken pictures, video voice call, the function such as visitor's automatic immediate mandate.Visitor can be by this
Self-help visitor machine carries out video call with owner.
In the third embodiment of the present invention, the visitor device 120 is face collector 123, the face collector
123 are connected with the cloud platform server 110, and the face collector 123 includes the first face recognition module (not shown),
First face recognition module further comprises a camera, and the camera is used to gather by the mode such as image or take pictures
The facial image of fixed personnel (including owner), to obtain the first face information.First face recognition module is used for institute
The first face information obtained is handled, including the Face datection in image storage, image positions, face characteristic extracts, people
Face modeling etc., to obtain the first skin detection.The human image collecting device temporarily stores first skin detection, and
When network is unimpeded, first skin detection is uploaded to cloud platform server 110.
In addition, the camera in the face collector 123 can be arranged in the first face recognition module, can also set
Put in other modules.First face recognition module further comprises Principal Component Analysis Algorithm (i.e. principal
Component analysis, abbreviation PCA) face recognition technology, rear end grader and database module.The face is adopted
Storage 123 can be connected by cloud platform server 110 with management computer 150, for being carried out to fixed personnel (including owner)
Face information gathers.
With continued reference to shown in Fig. 1, owner's terminal 130 is connected with the cloud platform server 110, owner's terminal
130 are used for after receiving the visitor that the cloud platform server 110 forwarded and applying for instruction and first face information, right
Visitor's application is audited, and nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server 110.
In first embodiment of the present invention, owner receives visitor's reservation information and reservation by owner's terminal 130
Application instructs, and then owner can apply auditing to visitor.Owner passes through the related APP in owner's terminal 130
Application program, visitor's reservation information is checked, and send msu message (including allow current or no through traffic) to cloud platform and take
Business device 110.
Equally, in second embodiment of the present invention, owner is applied received visitor by owner's terminal 130
Instruction and the first face information carry out visitor and apply for examination ＆ verification, and send msu message (including allow current or no through traffic)
To cloud platform server 110.At the same time, owner can determine to agree to that visitor's visit or refusal are visited with visitor.
Equally, in 3rd embodiment of the present invention, administrative staff access cloud platform server 110, and to being stored in
First face information of cloud platform service is audited, and nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server 110.Certainly, exist
In the embodiment, administrative staff can also be owner, owner can also by owner's terminal 130 or with cloud platform server 110
Connected management computer 150 applies for the visitor transmitted by the face collector 123 instruction (the i.e. visitor Shen of owner
Please instruct) and the first face information (i.e. the first face information of owner) progress visitor's application examination ＆ verification, and send examination ＆ verification
Information (allowing to pass through) is to cloud platform server 110.
In addition, terminal that owner's terminal 130 is disposed on carrying with owner or by owner (be, for example, smart mobile phone,
Tablet personal computer etc.), it is mounted with related APP application programs.With video call function, visitor device 120 can be received and sent out
Visitor image, video or the sound sent.Owner can carry out video call by the terminal and visitor, and send examining for correlation
Nuclear information (allows to pass through or no through traffic).Owner's terminal 130 can pass through mobile communication network or TCP/IP modes
It is connected with cloud platform server 110.
With continued reference to shown in Fig. 1, the cloud platform server 110 is connected with the passageway gate machine 140, the cloud platform clothes
The visitor that business device 110 is used to receive transmitted by the visitor device 120 applies for instruction and first face information, and works as
When the msu message received from owner's terminal 130 is allows current, enabling authority and the first face for sending visitor are special
Template is levied to passageway gate machine 140.
In the first embodiment of the present invention, after the cloud platform server 110 receives msu message, to the examination ＆ verification
Information is stored.If msu message is when no through traffic, cloud platform server 110 will forward msu message to visitor's shifting
Dynamic terminal 121, to complete the flow that owner refuses guest access.If msu message is allows current, the cloud platform clothes
The forwarding msu message of device 110 be engaged in visitor's mobile terminal 121, and sends the enabling authority and the first face character modules of visitor
Plate is to passageway gate machine 140.Wherein, the first skin detection can be stored in the database module of passageway gate machine 140.
In the second embodiment of the present invention, after the cloud platform server 110 receives msu message, to the examination ＆ verification
Information is stored.If msu message is when no through traffic, the flow that owner refuses guest access has been completed in expression.If
When msu message is allows current, the cloud platform server 110 sends the enabling authority and the first skin detection of visitor
To passageway gate machine 140.
In the third embodiment of the present invention, when the msu message received by cloud platform server 110 is to allow to pass through
When, send visitor enabling authority and the first skin detection to passageway gate machine 140.In this embodiment, visitor refers to solid
Fix the number of workers or owner.
In addition, the cloud platform server 110 is the home server of the system.The cloud platform server 110
Administration is in administrative center or computer room.The cloud platform server 110 can carry out user's registration and examination ＆ verification, visitor's reservation, Fang Keshou
Power, visitor's registration, enabling is asked, enabling authorizes, opening the door authenticates and store the operations such as enabling record.Administrative staff can pass through
Manage computer 150 and access cloud platform server 110, to fixed personnel (mainly fixed personnel or owner, naturally it is also possible to be
Part visitor) face information audited, and correspondingly perform according to msu message enabling and authorize.
With continued reference to shown in Fig. 1, the passageway gate machine 140 is arranged at building, garden, the gateway of community's key or passage
Place, the passageway gate machine 140 include a retention device (not shown), and the passageway gate machine 140 is used to detect whether visitor is located at
Identification region, when visitor is located at identification region, the second face information of visitor is obtained, and the second face information is carried out
Handle to generate the second skin detection, and first skin detection and the second face characteristic mould
Plate, when first skin detection and second skin detection match, and the passageway gate machine 140 obtains
During the enabling authority, the passageway gate machine 140 performs the operation that pass gate is let pass by controlling the retention device.
Furthermore, the passageway gate machine 140 includes one second face recognition module (not shown).Second face
Identification module further comprises a recognition of face read head (not shown), and the recognition of face read head is used for the picture for gathering face
Or video information, to produce the second face information, so as to further generate the second skin detection.The passageway gate machine 140
The second face characteristic that the first skin detection being stored in database module and the second face recognition module are generated
Template carries out similarity system design, and characteristic similarity is given a mark.For example, being given a mark when characteristic similarity is less than 95 timesharing, then lead to
Barrier gate device 140 judges that the face of visitor is not met, and forbids opening a sluice gate to pass through, so as to complete the flow that no through traffic.And work as feature
Similarity marking is more than 95 timesharing, then passageway gate machine 140 controls retention device to carry out allowing current operation, so as to complete out
The current flow of lock.
In addition, the passageway gate machine 140 is provided in each crucial people's row gateway or passage, it can control and advise
The smart machine that model personnel come in and go out.The passageway gate machine 140 is provided with controller, management software, the second face recognition module
(including recognition of face read head, face contrast algoritic module, database module), there is the function of recognition face.When enabling authority
After the controller of passageway gate machine 140 being downloaded to the first skin detection by cloud platform server 110, the passageway gate machine
140 have the function of departing from offline authentication of opening the door.
In addition, in the other parts embodiment of the present invention, the system also includes an artificial guest machine 124, the people
Work guest machine 124 is connected by the cloud platform server 110 with owner's terminal 130, and the artificial guest machine 124 is wrapped
A voice and video call module (not shown) is included, wherein the voice communications module is described artificial for passing through administrative staff
Guest machine 124 carries out the voice call of video with holding the owner of owner's terminal 130.That is, the self-help visitor machine
With video camera, take pictures, video voice call, the function such as visitor's automatic immediate mandate.Visitor can pass through the artificial visit
Passenger plane 124 carries out video call with owner.
In addition, system compatible testimony of a witness unification pattern and recognition of face can passage mode, can between both of which from
By switching, may be selected on ordinary days recognition of face can passage mode, accelerate visitor and come in and go out, requiring to lift safety precaution grade
In particular cases, the testimony of a witness can be selected to unify passage mode, so, not only improve security management and control ability, and reduce peace
The working strength and management cost of guarantor person, there is very strong environmental suitability and practicality.
In addition, referring to Fig. 2, the present invention also provide one kind can reservation type face identification method, using it is above-mentioned can reservation type people
Face recognition access control system guest system, it comprises the following steps：
Step S210：Visitor device generates the first face character modules according to the first face information of the visitor obtained
Plate, and send visitor's reservation information, the first skin detection and reservation application instruction and send to cloud platform server, wherein
Visitor device is visitor's mobile terminal.
Visitor's mobile terminal is connected by mobile network and cloud platform server communication, and the visitor moves eventually
End includes a visitor and preengages module and a face recognition module, and the visitor preengages module and is used to obtain visitor's reservation information, institute
Face recognition module is stated to handle the first face information in visitor's reservation information to generate the first face character modules
Plate, visitor's mobile terminal are further used for referring to visitor's reservation information, the first skin detection and reservation application
Order is sent to the cloud platform server.Wherein, installation settings has visitor's APP application journeys in visitor's mobile terminal
Sequence, this should program include a visitor and preengage template and a face recognition module.When visitor is according to visitor's APP application programs
Instruction, after filling in visitor's reservation information (including personal information and shooting identity card photograph or human face photo, video etc.), the visit
Visitor's reservation template gets above- mentioned information.The face recognition module is to the first face information in visitor's reservation information
(such as face information of identity document or the visitor in human face photo, video) is handled (in image storage, image
Face datection positioning, face characteristic extraction, face modeling etc.) to generate the first skin detection.The visitor APP applications
Program will obtain the first skin detection and carry out interim storage, and by visitor's reservation information, the first face characteristic
Template and reservation application instruction (instruction is produced by clicking on the reservation application button of visitor's APP application programs) are sent extremely
The cloud platform server.
Step S220：Owner's terminal is receiving reservation application instruction and the visitor's reservation letter that cloud platform server is forwarded
After breath, visitor's application is audited, nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server.
Owner receives visitor's reservation information and reservation application instruction by owner's terminal, and then owner can be to visitor Shen
Row examination ＆ verification that come in.Owner checks visitor's reservation information, and send out by the related APP application programs in owner's terminal
Nuclear information (including allow current or no through traffic) submit to a higher level for approval or revision to cloud platform server.
Step S230：Cloud platform server record msu message, and performed accordingly according to the Different Results of msu message
Operation；When cloud platform server from the msu message that owner's terminal receives to allow current when, send opening for visitor
Door authority and the first skin detection are to passageway gate machine.
After the cloud platform server receives msu message, the msu message is stored.If msu message
For when no through traffic, cloud platform server will forward msu message to refuse guest access to visitor's mobile terminal to complete owner
Flow.If msu message is allows current, the cloud platform server forwarding msu message to visitor's mobile terminal,
And send visitor enabling authority and the first skin detection to passageway gate machine.Wherein, the first skin detection can be deposited
It is stored in the database module of passageway gate machine, certain storage location not limited to this.
Step S240：When visitor is located at the identification region of passageway gate machine, passageway gate machine detects visitor and obtains visitor
The second face information, the second skin detection is generated with the second face information according to the visitor obtained.
When visitor reaches passageway gate machine opening position in a preset time period, and is located at the identification region of passageway gate machine,
Recognition of face read head in the face recognition module of passageway gate machine detects the visitor, and obtains the second face information of visitor.
Step S250：Passageway gate machine first skin detection and second skin detection, work as institute
State the first skin detection and second skin detection matches, and during the passageway gate machine acquisition enabling authority,
The passageway gate machine performs the operation that pass gate is let pass.
The passageway gate machine is by the first skin detection being stored in database module and the second face recognition module
The second skin detection generated carries out similarity system design, and characteristic similarity is given a mark.For example, when feature is similar
When degree marking is less than a similarity threshold, then passageway gate machine judges that the face of visitor is not met, and forbids opening a sluice gate to pass through, so as to
Complete the flow that no through traffic.And when characteristic similarity marking is more than the similarity threshold, then passageway gate machine control stops
Device carries out allowing current operation, so as to complete to open a sluice gate current flow.
In above-mentioned steps S210 into step S250, employ visitor's face and preengage technology of putting on record.Specifically, the technology
For the visitor's APP application programs installed by visitor's mobile terminal, the first face information of visitor is acquired, Ran Houtong
Visitor's APP application call Principal Component Analysis Algorithms are crossed, the first face information of visitor is handled, including storage, people
Face detection and localization, feature extraction, modeling etc..After the completion of the processing of visitor APP application programs, by visitor's reservation information, handle
Into the first skin detection etc. be sent to cloud platform server together, the cloud platform server is special by first face
Sign template is stored into database module, as visitor's face reference template.
Recognition of face authentication techniques are also used in above-mentioned steps.Specifically, sentenced by skin detection contrast
Disconnected visitor whether a kind of mode of P Passable.Its operation principle is：The first face information of visitor is first gathered, then by the
One face information is stored, such as storage, Face detection detection, feature extraction, modeling.After the completion of processing, by the first face
Feature templates are stored into database module, as visitor's face reference template.Then, cloud platform server issues the first
Face feature templates are to passageway gate machine.After visitor enters the identification region of passageway gate machine, the recognition of face read head of passageway gate machine is adopted
Collect face picture or video flowing containing visitor, the second face recognition module of passageway gate machine is automatically to the face figure of the visitor
Piece or video flowing (i.e. the second face information) are stored, Face detection detection, feature extraction, modeling etc., to generate the second people
Face feature templates, as the pre- contrast mould of face.Passageway gate machine carries out the pre- contrast mould of face and visitor's face reference template
The discrimination contrast of characteristic similarity, if be consistent, execution allows current operation, otherwise, then the operation that performs that no through traffic.
Further instruction is needed, above-mentioned visitor's face preengages the core feature of put on record technology and recognition of face authentication techniques
For the face recognition technology being combined using Principal Component Analysis Algorithm (i.e. PCA face characteristics extraction algorithm) and rear end grader.
In the present embodiment, Principal Component Analysis Algorithm is a kind of KLT characteristics algorithms (the also known as face characteristic extraction algorithm of Karhunen-Loeve transformation),
It is mainly used in the extraction of face face feature, is a kind of algebraic expression parser of face global feature extraction.The algorithm is disappearing
There is optimal effect, the feature for extracting face is quick in terms of except the correlation between the pattern feature of face, prominent otherness
It is stable, higher accuracy can be obtained with less storage and computation complexity.Moreover, the algorithm has to data noise
There is good inhibiting effect, therefore there is good pardon to face change and attitudes vibration.In the present embodiment, rear end
Grader includes a kind of recognition of face Incremental Learning Algorithm, and the algorithm can be trained to the historical sample of face automatically
Practise, and the accuracy and precision of identification are lifted with the increase of newly-increased sample size.
In addition, referring to Fig. 3, the present invention also provide one kind can reservation type face identification method, using it is above-mentioned can reservation type people
Face recognition access control system guest system, it comprises the following steps：
Step S310：Visitor device generates the first face character modules according to the first face information of the visitor obtained
Plate, and send the first face information, the first skin detection and visitor and apply for that instruction is sent to cloud platform server, wherein
Visitor device is self-help visitor machine.
The visitor device is automatic guest machine, and the automatic guest machine is connected with owner's terminal called, it is described oneself
Dynamic guest machine includes a visitor and applies for module, a voice and video call module and a face recognition module, wherein the visitor Shen
Please module be used for visitor the first face information, first face information can by visitor's brush effective identity certificate or take pictures,
Shoot video and obtain.The voice and video call module includes a camera, for making visitor pass through the automatic guest machine
Owner with holding owner's terminal carries out the voice call of video；The face recognition module is used for according to the visit obtained
The first face information of visitor generates the first skin detection.Certainly it is described self-service in the other parts embodiment of the present invention
The first face information of the visitor obtained can also be sent to passageway gate machine, and profit by guest machine by cloud platform server
The first face information is handled with the second face recognition module of passageway gate machine, so as to obtain the first skin detection,
And be stored in database module, in order to follow-up enabling authentication operations.
Step S320：Owner's terminal is receiving visitor's application instruction and the first face letter that cloud platform server is forwarded
After breath, visitor's application is audited, nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server.
Self-help visitor machine sends and visited after the live view (obtaining the first face information) of face image of visitor is obtained
Visitor's application instruction is to owner's terminal, and owner's terminal that turn on automatically visitor need to visit simultaneously.Now, owner's terminal passes through APP
Application prompts owner has temporary visitor.Then, owner can apply for instruction by the visitor received by owner's terminal-pair
And first face information carry out visitor and apply for examination ＆ verification, and send msu message (including allow current or no through traffic) to cloud
Platform Server.At the same time, owner can determine to agree to that visitor's visit or refusal are visited with visitor.
In this step, mobile visible communicating tech is employed.Specifically, visitor can by self-help visitor machine (or
Artificial guest machine) with being mounted with that owner's terminal of APP application programs carries out video call.The technology solves owner to not pre-
The access application of temporary visitor about must carry out examination ＆ verification problem immediately.After having used the technology, owner can intuitively with visit
Visitor carries out video call, and carries with owner's terminal, and the access examination ＆ verification for anywhere carrying out visitor confirms, convenient real
With.
In addition, need to further illustrate, language is provided with owner's terminal and self-help visitor machine (or artificial guest machine)
Voice and video telephone module, it is then able to be handled audio-frequency information and video information locally, being converted to can be passed by network
Defeated code stream and encryption (or the code stream received is converted into video/audio information after decryption and played out), so, not only increase
The strong security of information, and alleviate the requirement of network bandwidth.
Step S330：Cloud platform server record msu message, and performed accordingly according to the Different Results of msu message
Operation；When cloud platform server from the msu message that owner's terminal receives to allow current when, send opening for visitor
Door authority and the first skin detection are to passageway gate machine.
After the cloud platform server receives msu message, the msu message is stored.If msu message
When no through traffic, to represent to have completed the flow that owner refuses guest access.It is described if msu message is allows current
Cloud platform server send visitor enabling authority and the first skin detection to passageway gate machine.
Step S340：When visitor is located at the identification region of passageway gate machine, passageway gate machine detects visitor and obtains visitor
The second face information, the second skin detection is generated with the second face information according to the visitor obtained.
When visitor reaches passageway gate machine opening position in a preset time period, and is located at the identification region of passageway gate machine,
Recognition of face read head in the face recognition module of passageway gate machine detects the visitor, and obtains the second face information of visitor.
Step S350：Passageway gate machine first skin detection and the second skin detection, when described
One skin detection and second skin detection match, and during the passageway gate machine acquisition enabling authority, it is described
Passageway gate machine performs the operation that pass gate is let pass.
The passageway gate machine is by the first skin detection being stored in database module and the second face recognition module
The second skin detection generated carries out similarity system design, and characteristic similarity is given a mark.For example, when feature is similar
When degree marking is less than a similarity threshold, then passageway gate machine judges that the face of visitor is not met, and forbids opening a sluice gate to pass through, so as to
Complete the flow that no through traffic.And when characteristic similarity marking is more than the similarity threshold, then passageway gate machine control stops
Device carries out allowing current operation, so as to complete to open a sluice gate current flow.
In above-mentioned steps S310 into step S350, the recognition of face authentication techniques as described in implementing one are also used,
This is repeated no more.Principal Component Analysis Algorithm wherein employed in recognition of face authentication techniques (i.e. calculate by PCA face characteristics extraction
Method) and rear end grader it is same as above.
In addition, referring to Fig. 4, the present invention also provide one kind can reservation type face identification method, using it is above-mentioned can reservation type people
Face recognition access control system guest system, it comprises the following steps：
Step S410：Visitor device generates the first face character modules according to the first face information of the visitor obtained
Plate, and send the first face information, the first skin detection and visitor and apply for that instruction is sent to cloud platform server, wherein
Visitor device is face collector.
The face collector is connected with the cloud platform server, and the face collector includes the first recognition of face mould
Block, first face recognition module further comprise a camera, and the camera is used to adopt by the mode such as image or take pictures
Collect the facial image of fixed personnel (including owner), to obtain the first face information.First face recognition module be used for pair
The first face information obtained is handled, including the Face datection in image storage, image positions, face characteristic extracts,
Face modeling etc., to obtain the first skin detection.The human image collecting device temporarily stores first skin detection,
And when network is unimpeded, first skin detection is uploaded to cloud platform server.In addition, in the face collector
Camera can be arranged in the first face recognition module, can also be arranged in other modules.First recognition of face
Module further comprises that the face of Principal Component Analysis Algorithm (i.e. principal component analysis, abbreviation PCA) is known
Other technology, rear end grader and database module.The face collector can be with managing computer by cloud platform server
It is connected, for carrying out face information collection to fixed personnel (including owner).
Step S420：Administrative staff access cloud platform server, and to being stored in the first face information of cloud platform service
Audited, nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server.
Administrative staff access cloud platform server, and the first face information to being stored in cloud platform service is audited,
Nuclear information concurrently submit to a higher level for approval or revision to the cloud platform server.Certainly, in this embodiment, administrative staff can also be owner, owner
The management computer that can also be connected by owner's terminal or with cloud platform server is to the visitor transmitted by the face collector
Application instruction (i.e. the visitor of owner applies for instruction) and the first face information (i.e. the first face information of owner) are entered
Row visitor applies for examination ＆ verification, and sends msu message (allowing to pass through) to cloud platform server.In the present embodiment, give tacit consent to
Msu message is set to allow to pass through, in order to which fixed personnel can be quickly through passageway gate machine.
Step S430：Cloud platform server record msu message, and performed accordingly according to the Different Results of msu message
Operation；During when the msu message that cloud platform server receives to allow current, enabling authority and the first is correspondingly sent
Face feature templates are to passageway gate machine.
When the msu message received by cloud platform server is allows current, the enabling authority and first of visitor is sent
Skin detection is to passageway gate machine.
Step S440：When visitor is located at the identification region of passageway gate machine, passageway gate machine detects visitor and obtains visitor
The second face information, the second skin detection is generated with the second face information according to the visitor obtained.
When visitor reaches passageway gate machine opening position in a preset time period, and is located at the identification region of passageway gate machine,
Recognition of face read head in the face recognition module of passageway gate machine detects the visitor, and obtains the second face information of visitor.
Step S450：Passageway gate machine first skin detection and the second skin detection, when described
One skin detection and second skin detection match, and during the passageway gate machine acquisition enabling authority, it is described
Passageway gate machine performs the operation that pass gate is let pass.
The passageway gate machine is by the first skin detection being stored in database module and the second face recognition module
The second skin detection generated carries out similarity system design, and characteristic similarity is given a mark.For example, when feature is similar
When degree marking is less than a similarity threshold, then passageway gate machine judges that the face of visitor is not met, and forbids opening a sluice gate to pass through, so as to
Complete the flow that no through traffic.And when characteristic similarity marking is more than the similarity threshold, then passageway gate machine control stops
Device carries out allowing current operation, so as to complete to open a sluice gate current flow.
In above-mentioned steps S410 into step S450, the recognition of face authentication techniques as described in implementing one are also used,
This is repeated no more.Principal Component Analysis Algorithm wherein employed in recognition of face authentication techniques (i.e. calculate by PCA face characteristics extraction
Method) and rear end grader it is same as above.
Described above is only the preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
Member, under the premise without departing from the principles of the invention, can also make some improvements and modifications, these improvements and modifications should also regard
For protection scope of the present invention.
Claims (10)
1. one kind can reservation type recognition of face gate inhibition's guest system, it is characterised in that the system includes：Visitor device, owner
Terminal, passageway gate machine and cloud platform server；
The visitor device is connected with the cloud platform server, and the visitor device is used for the first face letter for obtaining visitor
Breath, and first face information is handled to generate the first skin detection, and store to the cloud platform and take
Business device；
Owner's terminal is connected with the cloud platform server, and owner's terminal is used to receive the cloud platform service
After the visitor that device is forwarded applies for instruction and first face information, visitor's application is audited, nuclear information of concurrently submitting to a higher level for approval or revision
To the cloud platform server；
The cloud platform server is connected with the passageway gate machine, and the cloud platform server is used to receive the visitor device institute
The visitor of transmission applies for instruction and first face information, and when the msu message received from owner's terminal is fair
Perhaps when current, send visitor enabling authority and the first skin detection to passageway gate machine；
The passageway gate machine is arranged at gateway or passage, and the passageway gate machine includes a retention device, the passageway gate machine
For detecting whether visitor is located at identification region, when visitor is located at identification region, the second face information of visitor is obtained, and
Second face information is handled to generate the second skin detection, and first skin detection and institute
The second skin detection is stated, when first skin detection and second skin detection match, and it is described
When passageway gate machine obtains the enabling authority, the passageway gate machine performs the behaviour that pass gate is let pass by controlling the retention device
Make.
2. system according to claim 1, it is characterised in that the visitor device is visitor's mobile terminal, the visitor
Mobile terminal is connected by mobile network and cloud platform server communication, and visitor's mobile terminal is preengage including a visitor
Module and a face recognition module, the visitor preengage module and are used to obtain visitor's reservation information, the face recognition module pair
The first face information in visitor's reservation information is handled to generate the first skin detection；The visitor moves eventually
End is further used for sending visitor's reservation information, the first skin detection and reservation application instruction to the cloud platform
Server.
3. system according to claim 1, it is characterised in that the visitor device is automatic guest machine, the automatic visit
Passenger plane is connected with owner's terminal called, and the automatic guest machine includes a voice and video call module and a recognition of face mould
Block, wherein the voice and video call module is used to make visitor by the automatic guest machine with holding the owner of owner's terminal enter
The voice call of row video；The face recognition module is used to generate first according to the first face information of the visitor obtained
Skin detection.
4. system according to claim 1, it is characterised in that the visitor device is face collector, and the face is adopted
Storage is connected with the cloud platform server, and the face collector includes the first face recognition module, and first face is known
Other module further comprises that one is used to gather the facial image of fixed personnel and obtain the camera of the first face information, described the
One face recognition module is used to handle to obtain the first skin detection the first face information obtained.
5. system according to claim 1, it is characterised in that the passageway gate machine includes one second face recognition module；
Second face recognition module further comprises a recognition of face read head, and the recognition of face read head is used for the figure for gathering face
Piece or video information, to produce the second face information.
6. system according to claim 1, it is characterised in that the system also includes an artificial guest machine, described artificial
Guest machine is connected by the cloud platform server with owner's terminal, and the artificial guest machine is conversed including a voice and video
Module, wherein the voice communications module is used to make administrative staff by the artificial guest machine and holds the owner of owner's terminal
Carry out the voice call of video.
7. one kind can reservation type face identification method, using described in claim 1 can reservation type recognition of face gate inhibition visitor be
System, it is characterised in that including：
(a1) visitor device generates the first skin detection according to the first face information of the visitor obtained, and sends visit
Objective reservation information, the first skin detection and reservation application instruction are sent to cloud platform server, and wherein visitor device is to visit
Objective mobile terminal；
(a2) owner's terminal is after the reservation application instruction and visitor's reservation information that cloud platform server forwarded is received, to visiting
Visitor's application is audited, and nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server；
(a3) cloud platform server record msu message, and corresponding operation is performed according to the Different Results of msu message；When
Cloud platform server from the msu message that owner's terminal receives to allow current when, send the enabling authority and the of visitor
One skin detection is to passageway gate machine；
(a4) when visitor is located at the identification region of passageway gate machine, passageway gate machine detects visitor and obtains the second face of visitor
Information, the second skin detection is generated with the second face information according to the visitor obtained；
(a5) passageway gate machine first skin detection and second skin detection, when first face
Feature templates and second skin detection match, and during the passageway gate machine acquisition enabling authority, the pass gates
Machine performs the operation that pass gate is let pass.
8. one kind can reservation type recognition of face access control method, using described in claim 1 can reservation type recognition of face door
Prohibit guest system, it is characterised in that including：
(b1) visitor device generates the first skin detection according to the first face information of the visitor obtained, and sends the
One face information, the first skin detection and visitor apply for that instruction is sent to cloud platform server, and wherein visitor device is certainly
Help guest machine；
(b2) owner's terminal is after receiving the visitor that cloud platform server forwarded and applying for instruction and the first face information, to visiting
Visitor's application is audited, and nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server；
(b3) cloud platform server record msu message, and corresponding operation is performed according to the Different Results of msu message；When
Cloud platform server from the msu message that owner's terminal receives to allow current when, send the enabling authority and the of visitor
One skin detection is to passageway gate machine；
(b4) when visitor is located at the identification region of passageway gate machine, passageway gate machine detects visitor and obtains the second face of visitor
Information, the second skin detection is generated with the second face information according to the visitor obtained；
(b5) passageway gate machine first skin detection and the second skin detection, when first face characteristic
Template and second skin detection match, and during the passageway gate machine acquisition enabling authority, the passageway gate machine is held
The operation that row pass gate is let pass.
9. one kind can reservation type recognition of face access control method, using described in claim 1 can reservation type recognition of face door
Prohibit guest system, it is characterised in that including：
(c1) visitor device generates the first skin detection according to the first face information of the visitor obtained, and sends the
One face information, the first skin detection and visitor apply for that instruction is sent to cloud platform server, wherein visitor device and behaved
Face collector；
(c2) administrative staff access cloud platform server, and the first face information to being stored in cloud platform service is audited,
Nuclear information concurrently submit to a higher level for approval or revision to the cloud platform server；
(c3) cloud platform server record msu message, and corresponding operation is performed according to the Different Results of msu message；When
When the msu message that cloud platform server receives is allows current, enabling authority and the first skin detection are correspondingly sent
To passageway gate machine；
(c4) when visitor is located at the identification region of passageway gate machine, passageway gate machine detects visitor and obtains the second face of visitor
Information, the second skin detection is generated with the second face information according to the visitor obtained；
(c5) passageway gate machine first skin detection and the second skin detection, when first face characteristic
Template and second skin detection match, and during the passageway gate machine acquisition enabling authority, the passageway gate machine is held
The operation that row pass gate is let pass.
10. according to any methods described in claim 7 to 9, it is characterised in that the visitor device and the passageway gate machine lead to
The face recognition technology of an ensemble PCA algorithm and the face recognition module of rear end grader are crossed by the first face information
Or second face information correspondingly generate the first skin detection or the second skin detection.
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| CN201711175446.8A CN107862773A (en) | 2017-11-22 | 2017-11-22 | Can reservation type recognition of face gate inhibition guest system and method |
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| CN201711175446.8A CN107862773A (en) | 2017-11-22 | 2017-11-22 | Can reservation type recognition of face gate inhibition guest system and method |
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