CN207690169U - It can reservation type recognition of face gate inhibition's guest system - Google Patents
It can reservation type recognition of face gate inhibition's guest system Download PDFInfo
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- CN207690169U CN207690169U CN201721573716.6U CN201721573716U CN207690169U CN 207690169 U CN207690169 U CN 207690169U CN 201721573716 U CN201721573716 U CN 201721573716U CN 207690169 U CN207690169 U CN 207690169U
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Abstract
The utility model discloses one kind can reservation type recognition of face gate inhibition's guest system comprising：Visitor device, owner's terminal, passageway gate machine and cloud platform server；Visitor device is connected with cloud platform server, for generating the first skin detection according to the first face information of acquired visitor；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, the enabling permission and the first skin detection for sending visitor to passageway gate machine；Passageway gate machine is used to generate the second skin detection according to the second face information of acquired visitor, and compares the first, second skin detection, when the two matches, and passageway gate machine obtains enabling permission, executes the operation that pass gate is let pass.
Description
Technical field
The utility model is related to access control technical fields more particularly to one kind can reservation type recognition of face gate inhibition visitor system
System.
Background technology
The rapid development of computer technology and network technology makes 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 since it has non contact angle measurement, discrimination
Go out, be not easy many advantages such as counterfeit, identification process is hidden, is also gradually applied in the every field of security protection industry, such as punishment
Detection case, runaway convict chase, key area " testimony of a witness unification " authentication, bank and ATM monitoring alarms etc..For example, in recent years
Hangzhou G20 summits security protection, Xinjiang anti-terrorism is deployed to ensure effective monitoring and control of illegal activities, Beijing half marathon, national college entrance examination examinee march into the arena the occasions such as verification
Or in project, apparent Application effect is obtained.
Existing recognition of face formula gate inhibition's guest system, for the reservation processing of visitor also lack it is a kind of more convenient quick and
Meet the mode of daily practical application.It is limited after all because of the features such as cost of human resources, way to manage, personnel's discrepancy mode,
The most of office buildings in China city, residential district, industrial park, it is unrequired to the safe class of daily entryexit management for people
Rise to the safety precaution grade for being equal to occasion and key project, for visitor (temporary staff) management not yet
The necessary certification for all realizing " testimony of a witness unification " formula.Therefore, a kind of comparison is easy, be suitble to above-mentioned office buildings, residential district,
The application scenarios such as industrial park, can allow gate inhibition's visitor management system of visitor's fast passing using recognition of face, be market
There is an urgent need to.
Utility model content
The purpose of the utility model is to provide one kind can reservation type recognition of face gate inhibition's guest system, for existing
If recognition of face gate inhibition's guest system needs testimony of a witness unification certification, personnel to pass through, flow is complicated and passage rate is slow, does not carry
Identity document can not then come in and go out and owner and visitor between video call audit function it is of high cost the shortcomings of, provide one kind
Can reservation type recognition of face gate inhibition's guest system, with realize recognition of face comparison certification after can pass through, greatly improve people
The current speed of member, the visitor for leaving behind identity document can also rely on the identity document provided when reservation and verify
It is current.In addition, the system also provides the testimony of a witness pattern that unification certification is passed through, and has the function of free switching, to very
Strong adaptability and usability, then provide the user the good experience of easily safety management and fast passing.In addition,
The system can carry out video call, pole by owner's terminal without providing additional video intercom device, owner with visitor
The earth reduces the construction cost of whole system, is more advantageous to marketing and application popularization.
To achieve the goals above, the utility model provide one kind can reservation type recognition of face gate inhibition's guest system, institute
The system of stating includes：Visitor device, owner's terminal, passageway gate machine and cloud platform server；The visitor device is flat with the cloud
Platform server is connected, and the visitor device is used to generate the first face character modules according to the first face information of acquired visitor
Plate, and store to the cloud platform server；Owner's terminal is connected with the cloud platform server, and owner's terminal is used
It is audited in visitor's application, nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server；The cloud platform server with it is described
Passageway gate machine is connected, and the cloud platform server is used to receive visitor transmitted by the visitor device and applies for instruction and described the
One face information, and send visitor enabling permission and the first skin detection to passageway gate machine；The passageway gate machine is set
It is placed at entrance or channel, the passageway gate machine includes a retention device, and the passageway gate machine is used for according to acquired visitor
The second face information generate the second skin detection, and first skin detection and second face are special
Template is levied, and executes the operation of pass gate clearance by the retention device.
In an embodiment of the utility model, the visitor device is visitor's mobile terminal, visitor's mobile terminal
It is connected by mobile network and cloud platform server communication, visitor's mobile terminal includes visitor's reservation module and one
Face recognition module, visitor's reservation module is for obtaining visitor's reservation information, and the face recognition module is to the visitor
The first face information in reservation 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 an embodiment of the utility model, the visitor device is automatic guest machine, the automatic guest machine and institute
The connection of owner's terminal called is stated, the automatic guest machine includes a voice and video call module and a face recognition module, wherein
The voice and video call module is used to make visitor by the automatic guest machine and holds owner's progress of owner's terminal visually
The voice communication of frequency；The face recognition module is used to generate the first face according to the first face information of the visitor obtained special
Levy template.
In an embodiment of the utility model, the visitor device is face collector, the face collector and institute
State cloud platform server be connected, the face collector include the first face recognition module, first face recognition module into
One step includes one obtaining the camera of the first face information for acquiring the facial image of fixed personnel, and first face is known
Other module is for handling to obtain the first skin detection the first face information obtained.
In an embodiment of the utility model, the passageway gate machine includes one second face recognition module；Described second
Face recognition module further comprises that a recognition of face read head, the recognition of face read head are used to acquire the picture or video of face
Information, to produce the second face information.
In an embodiment of the utility model, the system also includes an artificial guest machine, the artificial guest machine is logical
The cloud platform server to be crossed to connect with owner's terminal, the artificial guest machine includes a voice and video call module,
Described in voice communications module be used for make administrative staff by the artificial guest machine and hold owner's terminal owner carry out can
The voice communication of video.
It is described in the utility model can reservation type recognition of face gate inhibition's guest system have the advantage that：(1) card that visitor is uploaded
Take, the more traditional text information data of human face image informations such as video, picture is more intuitive and true, and be not easy by counterfeit and
It copys, is also convenient for manually being investigated.Moreover, face recognition module by the face information to being extracted from video information into
Row incremental learning, to obtain skin detection of multiple faces under different angle, different directions, different illumination conditions,
And as sample, be conducive to improve the recognition accuracy to face information；(2) examining for video call between owner-visitor is used
Kernel method, owner by owner's terminal can realize with visitor's video intercom, and send visitor audit instruction, and without additionally into
The installation of row equipment, construction and wiring, can be realized visually using existing network (cellular communications networks or cordless communication network)
Call.And owner can be carried around owner's terminal, can apply auditing to visitor whenever and wherever possible, it is extremely convenient；(3) lead to
Barrier gate device carries out authentication by way of recognition of face, and which is simple and reliable, i.e., only needs visitor before passageway gate machine
Recognition of face is carried out, passageway gate machine can pass through after comparing certification, and without brush identity document, flow is simple, manager
Just, the speed that can effectively accelerate visitor's discrepancy, meets the needs of practical application；(4) the system compatible testimony of a witness unifies mould
Formula and recognition of face can passage mode, between both of which can free switching, recognition of face may be selected on ordinary days can pass through mould
Formula accelerates visitor and comes in and goes out, and is requiring to promote safety precaution grade in special circumstances, the testimony of a witness can be selected to unify passage mode,
In this way, not only improving security management and control ability, but also the working strength and management cost of Security Personnel are reduced, had very strong
Environmental suitability and practicability.
Description of the drawings
Fig. 1 be one embodiment of the utility model can reservation type recognition of face gate inhibition's guest system structural schematic diagram；
Fig. 2 be one embodiment of the utility model can reservation type face identification method step flow diagram；
Fig. 3 be another embodiment of the utility model can reservation type face identification method step flow diagram；
Fig. 4 be another embodiment of the utility model can reservation type face identification method step flow diagram.
Specific implementation mode
Below in conjunction with the accompanying drawings to it is provided by the utility model can reservation type recognition of face gate inhibition's guest system specific implementation
Mode elaborates.
Shown in Figure 1, an embodiment of the utility model provides one kind can reservation type recognition of face gate inhibition visitor system
System, the system comprises：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 for obtaining 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 utility model, the visitor device 120 is visitor's mobile terminal 121, the visitor
Mobile terminal 121 can be terminal commonly used in the art, for example, by using the EY-Y2 type terminals of Yi Yuan companies.Visitor's movement
Terminal 121 is connected by mobile network and the cloud platform server 110 communication, and visitor's mobile terminal 121 includes a visit
Objective reservation module and a face recognition module, visitor's reservation module is for obtaining 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 visitor
Mobile terminal 121 is further used for visitor's reservation information, the first skin detection and reservation application instruction being sent to
The cloud platform server 110.Wherein, installation settings has visitor's APP application programs in visitor's mobile terminal 121,
This should program include that a visitor preengages template (not shown) and a face recognition module (not shown).When visitor is according to visitor
The instruction of APP application programs, fill in visitor's reservation information (including personal information and shooting identity card shine or human face photo, video
Deng) after, the visitor preengages template and gets above- mentioned information.The face recognition module is in visitor's reservation information
One face information (such as face information of identity document or the visitor in human face photo, video) handled (such as image storage,
Face datection positioning, face characteristic extraction, face modeling in image etc.) to generate the first skin detection.The visitor
APP application programs will obtain the first skin detection and carry out interim storage, and by visitor's reservation information, the first
Face feature templates and reservation application instruction (instruction is generated by clicking the reservation application button of visitor's APP application programs) hair
It send to the cloud platform server 110.
In addition, visitor's mobile terminal 121 is the portable terminal of visitor.Visitor passes through under the terminal Website login
Relevant visitor APP application programs are carried, into reservation interface and fill in relevant visitor's reservation information.
In the second embodiment of the utility model, the visitor device 120 is automatic guest machine 122, the automatic visit
Passenger plane 122 can be guest machine commonly used in the art, for example, by using the EY-VM601F type guest machines of Yi Yuan companies, or in the market
The certain guest machines sold have the function that skin detection is generated according to face information.The automatic guest machine 122 with
The communication of owner's terminal 130 connection, the automatic guest machine 122 include that a visitor applies for that module (not shown), a voice regard
Frequency call module (not shown) and a face recognition module (not shown), wherein the visitor applies for that module is used for the first of visitor
Face information, first face information can by visitor's brush effective identity certificate or take pictures, shoot video by obtain.Institute's predicate
Voice and video telephone module includes a camera, for making visitor by the automatic guest machine 122 and holding owner's terminal 130
Owner carries out the voice communication of video；The face recognition module is used to be given birth to according to the first face information of the visitor obtained
At the first skin detection.
(or artificial guest machine 124) it is big to be installed on building, garden, the reception of community in addition, the self-help visitor machine 122
The Room with video camera, is taken pictures, video voice communication, the functions such as visitor's automatic immediate mandate.Visitor can be by this certainly
Guest machine is helped to carry out video call with owner.
In the 3rd embodiment of the utility model, the visitor device 120 is face collector 123.The face is adopted
Storage 123 can be face collector commonly used in the art, for example, by using the EY-F2 type face collectors of Yi Yuan companies, or adopt
With Han Wang company C series face collectors.The face collector 123 is connected with the cloud platform server 110, the face
Collector 123 includes the first face recognition module (not shown), and first face recognition module further comprises a camera,
The camera is used to acquire the facial image of fixed personnel (including owner) by the modes such as image or take pictures, the first to obtain
Face information.First face recognition module is used to handle the first face information obtained, including image storage, figure
Face datection positioning, face characteristic extraction, face modeling as in etc., to obtain the first skin detection.The portrait is adopted
Storage temporarily stores first skin detection, and when network is unimpeded, which, which is uploaded to cloud, puts down
Platform server 110.
In addition, the camera in the face collector 123 can be arranged in the first face recognition module, can also set
It sets in other modules.First face recognition module further comprises Principal Component Analysis Algorithm (i.e. principal
Componentanalysis, 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 acquires.
Shown in Fig. 1, owner's terminal 130 is connected with the cloud platform server 110.Owner's terminal
Can be terminal commonly used in the art, for example, by using the EY-VM701 type terminals of Yi Yuan companies.Owner's terminal 130 is used for
After receiving the visitor's application instruction and first face information that the cloud platform server 110 is forwarded, visitor is applied
It is audited, nuclear information of concurrently submitting to a higher level for approval or revision is to the cloud platform server 110.
In first embodiment described in the utility model, owner by owner's terminal 130 receive visitor's reservation information and
Reservation application instructs, and then owner can apply auditing to visitor.Owner passes through the correlation in owner's terminal 130
APP application programs check visitor's reservation information, and send msu message (including allow current or no through traffic) to cloud platform
Server 110.
Equally, in second embodiment described in the utility model, owner is by owner's terminal 130 to received visitor
Application instruction and the first face information carry out visitor and apply for audit, and send msu message and (including allow to pass through or forbid leading to
Row) to cloud platform server 110.At the same time, owner can determine with visitor agrees to that visitor's visit or refusal are visited.
Equally, in 3rd embodiment described in the utility model, administrative staff access cloud platform server 110, and to depositing
The first face information for being stored in 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.When
So, in this embodiment, administrative staff may be owner, owner can also by owner's terminal 130 or with cloud platform service
The management computer 150 that device 110 is connected applies for instruction (the i.e. visit of owner to the visitor transmitted by the face collector 123
Visitor's application instruction) and the first face information (i.e. the first face information of owner) progress visitor's application audit, and send
Msu message (allowing to pass through) is to cloud platform server 110.
In addition, owner's terminal 130 be disposed at owner or by the portable terminal of owner (be, for example, smart mobile phone,
Tablet computer etc.), it is mounted with related APP application programs.Have the function of video call, 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 relevant audit
Information (allows to pass through or no through traffic).Owner's terminal 130 can by mobile communication network or TCP/IP modes with
Cloud platform server 110 is connected.
Shown in Fig. 1, the cloud platform server 110 is connected with the passageway gate machine 140.The cloud platform clothes
Business device can be server cluster commonly used in the art, for example, by using the server sold in the market.The cloud platform server
110 apply for instruction and first face information for receiving the visitor transmitted by the visitor device 120, and work as from described
The msu message that owner's terminal 130 receives is when allowing current, to send the enabling permission and the first skin detection of visitor
To passageway gate machine 140.
In the first embodiment of the utility model, after the cloud platform server 110 receives msu message, to this
Msu message is stored.If msu message is that no through traffic, cloud platform server 110 will forward msu message to visitor
Mobile terminal 121, to complete the flow that owner refuses guest access.If msu message is when allowing current, the cloud platform
Server 110 forwards msu message to visitor's mobile terminal 121, and sends the enabling permission 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 utility model, after the cloud platform server 110 receives msu message, to this
Msu message is stored.If msu message is that no through traffic, indicate that the flow that owner refuses guest access is completed.Such as
Fruit msu message is when allowing current, and the cloud platform server 110 sends the enabling permission and the first face character modules of visitor
Plate is to passageway gate machine 140.
In the 3rd embodiment of the utility model, the msu message received by cloud platform server 110 is to allow
When current, send visitor enabling permission and the first skin detection to passageway gate machine 140.In this embodiment, Fang Keshi
Refer to fixed personnel 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 audit, 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 pipe
It manages computer 150 and accesses cloud platform server 110, to fixed personnel (mainly fixed personnel or owner, naturally it is also possible to be part
Visitor) face information audit, and correspondingly execute according to msu message enabling and authorize.
Shown in Fig. 1, the passageway gate machine 140 is set to building, garden, the entrance of community's key or channel
Place.The passageway gate machine 140 can be passageway gate machine commonly used in the art, for example, by using the passageway gate machine of Xi Moluo companies.Institute
It includes a retention device (not shown) to state passageway gate machine 140, and the passageway gate machine 140 is for detecting whether visitor is located at cog region
Domain obtains the second face information of visitor, and handled the second face information with life when visitor is located at identification region
At the second skin detection, and first skin detection and second skin detection, when described
First skin detection and second skin detection match, and the passageway gate machine 140 obtains the enabling power
In limited time, the passageway gate machine 140 is by controlling the retention device to execute the operation of pass gate clearance.
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), the recognition of face read head be used to acquire face picture or
Video information, to produce the second face information, to further generate the second skin detection.The passageway gate machine 140 will
The second face characteristic mould that the first skin detection and the second face recognition module being stored in database module are generated
Plate carries out similarity system design, and gives a mark to characteristic similarity.It is less than 95 timesharing for example, working as characteristic similarity and giving a mark, then channel
Gate 140 judges that the face of visitor is not met, and forbids opening a sluice gate to pass through, to complete the flow that no through traffic.And work as feature phase
It is more than 95 timesharing like degree marking, then passageway gate machine 140 controls retention device and carries out allowing current operation, to complete to open a sluice gate to lead to
Capable flow.
In addition, the passageway gate machine 140 is provided in people's row entrance or the channel of each key, it can control and advise
The smart machine that model personnel come in and go out.The passageway gate machine 140 is equipped with controller, management software, the second face recognition module (packet
Read head containing recognition of face, face comparison algoritic module, database module), have the function of distinguishing face.When enabling permission and
After one skin detection is downloaded to the controller of passageway gate machine 140 by cloud platform server 110, the passageway gate machine 140 has
There is the function of being detached from offline authentication of opening the door.
In addition, in the other parts embodiment of the utility model, the system also includes an artificial guest machines 124.Institute
It can be guest machine commonly used in the art to state artificial guest machine, for example, by using the EY-F2 type guest machines of Yi Yuan companies.It is described artificial
Guest machine 124 is connect by the cloud platform server 110 with owner's terminal 130, and the artificial guest machine 124 includes one
Voice and video call module (not shown), wherein the voice communications module is for making administrative staff pass through the artificial guest machine
124 carry out the voice communication of video with the owner for holding owner's terminal 130.It is regarded that is, the self-help visitor machine has
Frequency images, takes pictures, video voice communication, the functions such as visitor's automatic immediate mandate.Visitor can pass through the artificial guest machine 124
Video call is carried out 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, on ordinary days may be selected recognition of face can passage mode, accelerate visitor come in and go out, require promoted safety precaution grade spy
In the case of different, the testimony of a witness can be selected to unify passage mode, in this way, not only improving security management and control ability, but also reduce security
The working strength and management cost of personnel has very strong environmental suitability and practicability.
In addition, referring to Fig. 2, the utility model also provide one kind can reservation type face identification method, preengage using above-mentioned
Formula recognition of face gate inhibition's guest system comprising 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 be sent to cloud platform server, wherein visiting
Objective equipment 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 visitor's reservation module and a face recognition module, and visitor's reservation module is for obtaining visitor's reservation information, institute
Face recognition module is stated to handle to generate the first face character modules the first face information in visitor's reservation information
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 that a visitor preengages template and a face recognition module.When visitor is according to the finger of visitor's APP application programs
Show, after filling in visitor's reservation information (including personal information and shooting identity card photograph or human face photo, video etc.), the visitor is pre-
About template gets above- mentioned information.The face recognition module in visitor's reservation information the first face information (such as
The face information of identity document or the visitor in human face photo, video) handled (the face inspection in such as image storage, image
Measure position, face characteristic extraction, face modeling etc.) to generate the first skin detection.The visitor APP application programs are by institute
It obtains the first skin detection and carries out interim storage, and by visitor's reservation information, the first skin detection and pre-
About application instruction (instruction is generated by clicking the reservation application button of visitor's APP application programs) is sent to the cloud platform
Server.
Step S220：Owner's terminal is receiving the reservation application instruction and 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 audit 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 records msu message, and is executed accordingly according to the Different Results of msu message
Operation；When cloud platform server from the msu message that owner's terminal receives be to allow current when, send opening for visitor
Door permission and the first skin detection are to passageway gate machine.
After the cloud platform server receives msu message, which is stored.If msu message
For when no through traffic, cloud platform server will forward msu message to visitor's mobile terminal, refuse guest access to complete owner
Flow.If msu message is when allowing current, the cloud platform server forwards msu message to visitor's mobile terminal, and
And send visitor enabling permission and the first skin detection to passageway gate machine.Wherein, the first skin detection can store
In the database module of passageway gate machine, certain storage location is without being limited thereto.
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 in a preset time period at passageway gate machine position, 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
It states the first skin detection and second skin detection matches, and when the passageway gate machine acquisition enabling permission,
The passageway gate machine executes 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 gives a mark to characteristic similarity.For example, working as characteristic similarity
When marking is less than a similarity threshold, then the face of passageway gate machine judgement visitor is not met, and forbids opening a sluice gate to pass through, to complete
The flow that no through traffic.And when characteristic similarity marking is more than the similarity threshold, then passageway gate machine controls retention device
It carries out allowing current operation, to complete to open a sluice gate current flow.
In above-mentioned steps S210 to step S250, uses 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, is then passed through
Visitor's APP application call Principal Component Analysis Algorithms, the first face information of visitor is handled, including storage, face
Detection and localization, feature extraction, modeling etc..After the completion of the processing of visitor's APP application programs, visitor's reservation information, processing are completed
The first skin detection etc. be sent to cloud platform server together, the cloud platform server is by the first face character modules
Plate is stored into database module, as visitor's face reference template.
Recognition of face authentication techniques are also used in above-mentioned steps.Specifically, being sentenced by skin detection comparison
Disconnected visitor whether a kind of mode of P Passable.Its working principle is that：The first face information for first acquiring visitor, then by first
Face information is stored, such as storage, Face detection detection, feature extraction, modeling.After the completion of processing, by the first face spy
Sign template is stored into database module, as visitor's face reference template.Then, cloud platform server issues the first face spy
Template is levied to passageway gate machine.After visitor enters the identification region of passageway gate machine, the recognition of face read head of passageway gate machine collects
Face picture containing visitor or video flowing, the second face recognition module of passageway gate machine automatically to the face picture of the visitor or
Video flowing (i.e. the second face information) stored, Face detection detection, feature extraction, modeling etc., it is special to generate the second face
Template is levied, as the pre- contrast mould of face.The pre- contrast mould of face and visitor's face reference template are carried out feature by passageway gate machine
The discrimination of similarity compares, if be consistent, execution allows current operation, otherwise, then the operation that executes that no through traffic.
Further instruction, above-mentioned visitor's face is needed to preengage 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 for the extraction of face face feature, is a kind of algebraic expression parser of face global feature extraction.The algorithm is disappearing
Except between the pattern feature of face correlation, have the effect of in terms of prominent otherness optimal, the feature for extracting face is quick
Stablize, higher accuracy can be obtained with less storage and computation complexity.Moreover, the algorithm has data noise
Good inhibiting effect, therefore there is good inclusiveness to face variation and attitudes vibration.In the present embodiment, rear end is classified
Device includes a kind of recognition of face Incremental Learning Algorithm, which can be trained study to the historical sample of face automatically, and
The accuracy and precision of identification are promoted with the increase of newly-increased sample size.
In addition, referring to Fig. 3, the utility model also provide one kind can reservation type face identification method, preengage using above-mentioned
Formula recognition of face gate inhibition's guest system comprising 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 visiting
Objective equipment is self-help visitor machine.
The visitor device is automatic guest machine, and the automatic guest machine connect with owner's terminal called, it is described oneself
Dynamic guest machine includes that a visitor 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,
It shoots video and obtains.The voice and video call module includes a camera, for making visitor pass through the automatic guest machine
The voice communication of video is carried out with the owner for holding owner's terminal；The face recognition module is used for according to the visitor obtained
The first face information generate the first skin detection.Certainly in the other parts embodiment of the utility model, it is described from
Help guest machine the first face information of the visitor obtained can also be sent to passageway gate machine, and profit by cloud platform server
It is handled with second the first face information of face recognition module pair of passageway gate machine, to obtain the first skin detection,
And be stored in database module, in order to subsequent enabling authentication operations.
Step S320：Owner's terminal is receiving the 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 visits after obtaining the live view (obtaining the first face information) of face image of visitor
Visitor's application instruction is to owner's terminal, and owner's terminal that turn on automatically visitor need to visit simultaneously.At this point, owner's terminal passes through APP
Application prompts owner has temporary visitor.Then, owner can apply instructing by the visitor received by owner's terminal-pair
And first face information carry out visitor and apply for audit, and it is flat to cloud to send msu message (including allow current or no through traffic)
Platform server.At the same time, owner can determine with visitor agrees to that visitor's visit or refusal are visited.
In this step, mobile visible communicating tech is used.Specifically, visitor can by self-help visitor machine (or
Artificial guest machine) and it is mounted with that owner's terminal of APP application programs carries out video call.The technology solves owner to not preengaging
The access application of temporary visitor must carry out audit problem immediately.After having used the technology, owner can intuitively with visitor
Video call is carried out, and carries owner's terminal, the access audit for anywhere carrying out visitor confirms, convenient and practical.
In addition, need to further illustrate, language is provided in owner's terminal and self-help visitor machine (or artificial guest machine)
Voice and video telephone module is then able to handle audio-frequency information and video information locally, and 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 is played out), in this way, not only increasing
The strong safety of information, and alleviate the requirement of network bandwidth.
Step S330：Cloud platform server records msu message, and is executed accordingly according to the Different Results of msu message
Operation；When cloud platform server from the msu message that owner's terminal receives be to allow current when, send opening for visitor
Door permission and the first skin detection are to passageway gate machine.
After the cloud platform server receives msu message, which is stored.If msu message
When no through traffic, to indicate to be completed the flow that owner refuses guest access.If msu message is when allowing current, the cloud
Platform Server send visitor enabling permission 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 in a preset time period at passageway gate machine position, 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 when the passageway gate machine acquisition enabling permission, described
Passageway gate machine executes 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 gives a mark to characteristic similarity.For example, working as characteristic similarity
When marking is less than a similarity threshold, then the face of passageway gate machine judgement visitor is not met, and forbids opening a sluice gate to pass through, to complete
The flow that no through traffic.And when characteristic similarity marking is more than the similarity threshold, then passageway gate machine controls retention device
It carries out allowing current operation, to complete to open a sluice gate current flow.
In above-mentioned steps S310 to 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 utility model also provide one kind can reservation type face identification method, preengage using above-mentioned
Formula recognition of face gate inhibition's guest system comprising 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 visiting
Objective equipment 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, which is used to adopt by the modes such as image or take pictures
The facial image for collecting fixed personnel (including owner), to obtain the first face information.First face recognition module 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, which is uploaded to cloud platform server.In addition, taking the photograph in the face collector
As head can be arranged in the first face recognition module, can also be arranged in other modules.First face recognition module
Further comprise the recognition of face skill of Principal Component Analysis Algorithm (i.e. principal component analysis, abbreviation PCA)
Art, rear end grader and database module.The face collector can be connected by cloud platform server with management computer,
For giving fixed personnel (including owner) to carry out face information acquisition.
Step S420：Administrative staff access cloud platform server, and the first face information to being stored in cloud platform service
It is 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 are audited to the first face information for being stored in cloud platform service,
Nuclear information concurrently submit to a higher level for approval or revision to the cloud platform server.Certainly, in this embodiment, administrative staff may 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. owner visitor application instruct) and the first face information (i.e. the first face information of owner) into
Row visitor applies for audit, and sends msu message (allowing to pass through) to cloud platform server.In the present embodiment, acquiescence is set
It is to allow to pass through to set msu message, in order to which fixed personnel can be quickly through passageway gate machine.
Step S430：Cloud platform server records msu message, and is executed accordingly according to the Different Results of msu message
Operation；When the msu message that cloud platform server receives is to allow current, enabling permission and the first is correspondingly sent
Face feature templates are to passageway gate machine.
Msu message received by the cloud platform server is when allowing current, to send the enabling permission and first of visitor
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 in a preset time period at passageway gate machine position, 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 when the passageway gate machine acquisition enabling permission, described
Passageway gate machine executes 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 gives a mark to characteristic similarity.For example, working as characteristic similarity
When marking is less than a similarity threshold, then the face of passageway gate machine judgement visitor is not met, and forbids opening a sluice gate to pass through, to complete
The flow that no through traffic.And when characteristic similarity marking is more than the similarity threshold, then passageway gate machine controls retention device
It carries out allowing current operation, to complete to open a sluice gate current flow.
In above-mentioned steps S410 to 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.
The above is only the preferred embodiment of the utility model, it is noted that for the common skill of the art
Art personnel can also make several improvements and modifications without departing from the principle of this utility model, these improvements and modifications
Also it should be regarded as the scope of protection of the utility model.
Claims (6)
1. one kind can reservation type recognition of face gate inhibition's guest system, which is characterized in that the system comprises：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 according to the first of acquired visitor
Face information generates the first skin detection, and stores to the cloud platform server；
Owner's terminal is connected with the cloud platform server, and owner's terminal is used to audit visitor's application, and
Msu message is sent to the cloud platform server；
The cloud platform server is connected with the passageway gate machine, and the cloud platform server is for receiving the visitor device institute
The visitor of transmission applies for instruction and first face information, and sends the enabling permission and the first skin detection of visitor
To passageway gate machine；
The passageway gate machine is set at entrance or channel, and the passageway gate machine includes a retention device, the passageway gate machine
For generating the second skin detection, and the first face character modules according to the second face information of acquired visitor
Plate and second skin detection, and the operation that pass gate is let pass is executed by the retention device.
2. system according to claim 1, which is characterized 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, visitor's reservation module is for obtaining 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 visitor's reservation information, the first skin detection and reservation application instruction being sent to the cloud platform
Server.
3. system according to claim 1, which is characterized in that the visitor device is automatic guest machine, the automatic visit
Passenger plane is connect 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 be used to make visitor by the automatic guest machine and hold the owner of owner's terminal into
The voice communication 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, which is characterized 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 obtains the camera of the first face information for acquiring the facial image of fixed personnel, described the
One face recognition module is for handling to obtain the first skin detection the first face information obtained.
5. system according to claim 1, which is characterized in that the passageway gate machine includes one second face recognition module；
Second face recognition module further comprises that a recognition of face read head, the recognition of face read head are used to acquire the figure of face
Piece or video information, to produce the second face information.
6. system according to claim 1, which is characterized in that described artificial the system also includes an artificial guest machine
Guest machine is connect 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 for making administrative staff pass through the artificial guest machine and the owner for holding owner's terminal
Carry out the voice communication of video.
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| CN201721573716.6U CN207690169U (en) | 2017-11-22 | 2017-11-22 | It can reservation type recognition of face gate inhibition's guest system |
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|---|---|---|---|
| CN201721573716.6U CN207690169U (en) | 2017-11-22 | 2017-11-22 | It can reservation type recognition of face gate inhibition's guest system |
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| CN207690169U true CN207690169U (en) | 2018-08-03 |
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Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108717743A (en) * | 2018-08-09 | 2018-10-30 | 聚项信息科技（上海）有限公司 | A kind of visitor preengages recognition of face intelligent entrance guard or gate system |
| CN109035536A (en) * | 2018-09-11 | 2018-12-18 | 深圳前海微众银行股份有限公司 | Guest system and its implementation realize equipment and readable storage medium storing program for executing |
| CN109166223A (en) * | 2018-11-22 | 2019-01-08 | 珠海合众智能科技有限公司 | A kind of wechat public platform based intelligent caller machine |
| CN109243026A (en) * | 2018-09-03 | 2019-01-18 | 日立楼宇技术（广州）有限公司 | A kind of caller management method and system |
| CN109285255A (en) * | 2018-10-24 | 2019-01-29 | 平安科技（深圳）有限公司 | A kind of reservation access method, system, computer equipment and storage medium |
| CN109741476A (en) * | 2018-12-27 | 2019-05-10 | 北京金山安全软件有限公司 | Attendance system |
| CN110148232A (en) * | 2019-04-11 | 2019-08-20 | 腾讯科技（深圳）有限公司 | Visitor management system, method, equipment and storage medium |
| CN110349310A (en) * | 2019-07-03 | 2019-10-18 | 源创客控股集团有限公司 | A kind of making prompting cloud platform service system for garden enterprise |
| CN110428077A (en) * | 2019-08-09 | 2019-11-08 | 中国工商银行股份有限公司 | Digital Garden management system |
| CN111540105A (en) * | 2020-04-09 | 2020-08-14 | 北京捷通华声科技股份有限公司 | Method, system, equipment and storage medium for controlling access control |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108717743A (en) * | 2018-08-09 | 2018-10-30 | 聚项信息科技（上海）有限公司 | A kind of visitor preengages recognition of face intelligent entrance guard or gate system |
| CN109243026A (en) * | 2018-09-03 | 2019-01-18 | 日立楼宇技术（广州）有限公司 | A kind of caller management method and system |
| CN109243026B (en) * | 2018-09-03 | 2022-01-11 | 日立楼宇技术（广州）有限公司 | Visitor management method and system |
| CN109035536A (en) * | 2018-09-11 | 2018-12-18 | 深圳前海微众银行股份有限公司 | Guest system and its implementation realize equipment and readable storage medium storing program for executing |
| CN109285255A (en) * | 2018-10-24 | 2019-01-29 | 平安科技（深圳）有限公司 | A kind of reservation access method, system, computer equipment and storage medium |
| CN109166223A (en) * | 2018-11-22 | 2019-01-08 | 珠海合众智能科技有限公司 | A kind of wechat public platform based intelligent caller machine |
| CN109741476A (en) * | 2018-12-27 | 2019-05-10 | 北京金山安全软件有限公司 | Attendance system |
| CN110148232A (en) * | 2019-04-11 | 2019-08-20 | 腾讯科技（深圳）有限公司 | Visitor management system, method, equipment and storage medium |
| CN110148232B (en) * | 2019-04-11 | 2022-04-15 | 腾讯科技（深圳）有限公司 | Visitor management system, method, device and storage medium |
| CN110349310A (en) * | 2019-07-03 | 2019-10-18 | 源创客控股集团有限公司 | A kind of making prompting cloud platform service system for garden enterprise |
| CN110428077A (en) * | 2019-08-09 | 2019-11-08 | 中国工商银行股份有限公司 | Digital Garden management system |
| CN111540105A (en) * | 2020-04-09 | 2020-08-14 | 北京捷通华声科技股份有限公司 | Method, system, equipment and storage medium for controlling access control |
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