CN105869248A - Access control cloud management system and method based on face recognition - Google Patents

Access control cloud management system and method based on face recognition Download PDF

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Publication number
CN105869248A
CN105869248A CN201610280434.0A CN201610280434A CN105869248A CN 105869248 A CN105869248 A CN 105869248A CN 201610280434 A CN201610280434 A CN 201610280434A CN 105869248 A CN105869248 A CN 105869248A
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China
Prior art keywords
management
recognition
user
visitor
cloud platform
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Application number
CN201610280434.0A
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Chinese (zh)
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CN105869248B (en
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朱辉
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成都千帆科技开发有限公司
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Publication of CN105869248A publication Critical patent/CN105869248A/en
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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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • 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
    • 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
    • G07C2209/00—Indexing scheme relating to groups G07C9/00 - G07C9/38
    • G07C2209/02—Access control comprising means for the enrolment of users

Abstract

The invention discloses an access control cloud management system and method based on face recognition. Through face recognition and a cloud technology thereof, a video real-time monitoring and alarming function is supplied to access control, integration of access control and video face recognition is achieved, and access control security and protection management is improved. According to the system and method, a user using threshold is low, operation is easy, the system and method can be used only by verifying personal identity information of a user, access control recognition is conducted by adopting face recognition, and therefore an access control system can easily, conveniently, rapidly and comprehensively record personnel entering and leaving information; entering and leaving of a person with the face which cannot be recognized can be forbidden, or alarming is conducted; entering and leaving information of a visitor also can be quickly generated and recorded, the security management effect can be effectively improved, and the workload of security personnel can be reduced.

Description

Gate inhibition's cloud management system and method based on recognition of face

Technical field

The invention belongs to gate control system technical field, be specifically related to a kind of gate inhibition's cloud management system and method based on recognition of face Design.

Background technology

Along with growth in the living standard, living environment is had higher requirement by people, and safety and protection system is increasingly by people Attention.Entrance guard management is the important component part of community safety management, existing guard method include Orderless keyboard method, Card identification method and biometric discrimination method etc..The keyboard of Orderless keyboard method is fixed on door, and user is easily at input password Time reveal password；The safety of card identification method is the most very poor, only recognizes card and does not recognizes people, after user loses card, and Migrant women Arbitrarily passing in and out community easily by the card picked up, threaten safety, and do not have personally identifiable information in card, visitor passes in and out Gate does not has systematic tracking, needs security personnel manually to check on and record information, and work is complicated and safety is low；Biometric discrimination method Safety coefficient high, be greatly improved safety coefficient.But traditional bio-identification gate inhibition is information island, interconnection is not mutually Logical, it has not been convenient to group management, particularly visitor also need to rely on intercom system intercommunication and enter.

Summary of the invention

The invention aims to solve gate control system in prior art and method work is complicated and safety is low problem, propose A kind of gate inhibition's cloud management system and method based on recognition of face.

The technical scheme is that gate inhibition's cloud management system based on recognition of face, including management cloud platform, user's intelligence eventually End equipment, security personnel intelligent terminal, property intelligent terminal, recognition of face front end management equipment, recognition of face video camera And gate inhibition's lockset；Management cloud platform sets with user's intelligent terminal, security personnel's intelligent terminal, property intelligent terminal respectively Standby, recognition of face front end management device talk connects, recognition of face front end management equipment respectively with recognition of face video camera and door Prohibit lockset communication to connect.

Preferably, management cloud platform is the data interaction hinge of whole system, has been used for recognition of face front end management equipment with each The data of individual intelligent terminal preserve, date interworkmg.

Preferably, user's intelligent terminal includes the smart machines such as smart mobile phone, panel computer and desktop computer, for user and Its visitor provides personal information typing, authorized application function.

Preferably, security personnel's intelligent terminal includes the smart machines such as smart mobile phone, panel computer and desktop computer, for when black List personnel close to time send alarm to Security Personnel, and the visitor for user provides personal information typing, authorized application function.

Preferably, property intelligent terminal includes the smart machines such as smart mobile phone, panel computer and desktop computer, for property The photo of blacklist personnel is periodically submitted to manage cloud platform by management personnel.

Present invention also offers gate inhibition's cloud management method based on recognition of face, comprise the following steps:

S1, userspersonal information bind with gate inhibition's cloud management system；

This step specifically include following step by step:

S11, user's intelligent terminal are downloaded and are installed APP or pay close attention to wechat public number；

S12, user's intelligent terminal typing user picture and personal information thereof, and be sent to manage cloud platform；

S13, management cloud platform are extracted user's face feature according to user picture, and are generated user's face feature and be combined with personal information Quick Response Code；

Userspersonal information and facial characteristics are sent to recognition of face front end management equipment by S14, management cloud platform, and by Quick Response Code Send to user's intelligent terminal；

S2, user pass in and out entrance guard management；

This step specifically include following step by step:

When S21, user pass in and out, recognition of face video camera extracts user's face characteristic and sends it to recognition of face front end management and set Standby；

S22, recognition of face front end management equipment judge the most unimpeded with the communication of management cloud platform, if then entering step S23, Otherwise enter step S25；

User's face characteristic is sent extremely management cloud platform and compares by S23, recognition of face front end management equipment, if putting down with management cloud In platform, the user's face feature of storage the most then enters step S24, and otherwise no through traffic；

S24, recognition of face front end management equipment storage user passes in and out information, and is synchronized to manage cloud platform, it is allowed to current；

S25, user's intelligent terminal brush Quick Response Code, the user's face feature or two that recognition of face front end management equipment is preserved User's face feature in dimension code is compared with user's face characteristic that recognition of face video camera extracts, if consistent, enters step S26, otherwise no through traffic；

S26, recognition of face front end management equipment storage user passes in and out information, it is allowed to current；

S3, visitor pass in and out entrance guard management；

This step specifically include following step by step:

S31, gate inhibition's cloud management system typing visitor's data, send visitor's personal information and facial characteristics to recognition of face front tube Reason equipment, and generated, by management cloud platform, the Quick Response Code that visitor's facial characteristics is combined with personal information, send to user intelligent terminal Equipment；

When S32, visitor pass in and out, recognition of face video camera extracts visitor's face characteristic and sends it to recognition of face front end management and set Standby；

S33, recognition of face front end management equipment judge the most unimpeded with the communication of management cloud platform, if then entering step S34, Otherwise enter step S36；

Visitor's face characteristic is sent extremely management cloud platform and compares by S34, recognition of face front end management equipment, if putting down with management cloud In platform, visitor's facial characteristics of storage the most then enters step S35, and otherwise no through traffic；

S35, recognition of face front end management equipment storage visitor passes in and out information, and is synchronized to manage cloud platform, it is allowed to current；

S36, user's intelligent terminal brush Quick Response Code, visitor's facial characteristics or two that recognition of face front end management equipment is preserved Visitor's facial characteristics in dimension code is compared with visitor's face characteristic that recognition of face video camera extracts, if consistent, enters step S37, otherwise no through traffic；

S37, recognition of face front end management equipment storage visitor passes in and out information, it is allowed to current；

S4, blacklist personnel's forewarning management；

This step is specific as follows:

The photo of blacklist personnel is periodically submitted to manage cloud platform, management by property intelligent terminal by property management personnel Cloud platform generates its facial characteristics, and sends it to recognition of face front end management equipment, once has blacklist personnel close, people After face identification front end management equipment comparison is passed through, being uploaded to manage cloud platform immediately, management cloud platform is pushed to management personnel immediately APP or wechat, and security personnel intelligent terminal, with remind related personnel carry out safety precaution work.

Further, in step S31, visitor's data includes visitor's photo, personal information, access time, enters entrance and visit Visitor's facial characteristics.

Further, in step S31, gate inhibition's cloud management system typing visitor's data specifically includes following three kinds of modes:

(1) visitor is first sent to user photo and personal information by user's intelligent terminal, and then user passes through user's intelligence Visitor's photo and personal information are submitted to manage cloud platform by energy terminal unit APP or wechat public number, management cloud platform be visit Visitor generates visitor's data；

(2) visitor oneself by user's intelligent terminal download install APP or pay close attention to wechat public number, by individual photo with Personal information is sent to manage cloud platform issue the user with application, user confirm to apply for by after be that visitor is raw by management cloud platform Become visitor's data；

(3) visitor carries out personal information typing in entrance guard room by security personnel's intelligent terminal and face information is registered, and sends extremely Management cloud platform, is that visitor generates visitor's data by management cloud platform.

The invention has the beneficial effects as follows:

(1) present invention is unrestricted to user, as long as have the intelligent terminal such as smart mobile phone or panel computer, and carries out with system The user of network bound, can use face identification functions after entrance.

(2) even if the network communication of present invention management cloud platform and recognition of face front end management equipment is interrupted, if user or visitor Personal information be sent to recognition of face front end management equipment, real-time network communication will be eliminated the reliance on when using function of the present invention.

(3), in the present invention, user uploads personal information and photo by intelligent terminal's applications such as smart mobile phones, it is achieved safety management, And the article that smart mobile phone is indispensable during to be us live, therefore the present invention does not increase the equipment of user, eliminates traditional Card Reader Mode, management method feasibility is high.

(4) present invention also can be quickly generated and record its turnover information for the visitor of user, can be effectively improved safety management effect Fruit also reduces the workload of security personnel.

(5) present invention achieves the forewarning management of blacklist personnel, it is achieved that gate inhibition is integrated with video human face identification, perfect Safeguard management, reduces management cost.

Accompanying drawing explanation

Gate inhibition's cloud management system block diagram based on recognition of face that Fig. 1 provides for the present invention.

Gate inhibition's cloud management method flow diagram based on recognition of face that Fig. 2 provides for the present invention.

Fig. 3 is the flow chart step by step of step S1 of the present invention.

Fig. 4 is the flow chart step by step of step S2 of the present invention.

Fig. 5 is the flow chart step by step of step S3 of the present invention.

Detailed description of the invention

Below in conjunction with the accompanying drawings embodiments of the invention are further described.

The invention provides a kind of gate inhibition's cloud management system based on recognition of face, as it is shown in figure 1, include managing cloud platform, use Family intelligent terminal, security personnel's intelligent terminal, property intelligent terminal, recognition of face front end management equipment, face are known Other video camera and gate inhibition's lockset；Management cloud platform respectively with user's intelligent terminal, security personnel intelligent terminal, property intelligence Energy terminal unit, recognition of face front end management device talk connect, and recognition of face front end management equipment images with recognition of face respectively Machine and gate inhibition's lockset communication connect.

Wherein, management cloud platform connects recognition of face front end management equipment and each intelligent terminal, is the data of whole system Mutual hinge, the data being mainly used in recognition of face front end management equipment and each intelligent terminal preserve, data interaction Deng work, all user profile of community all can upload to cloud platform.

Recognition of face front end management equipment is for passing through the user or visitor needing turnover when it is with management cloud platform communicating interrupt Its internal facial characteristics code preserved or Quick Response Code barcode scanning obtain the mode of condition code and carry out facial recognition.

User's intelligent terminal includes the smart machines such as smart mobile phone, panel computer and desktop computer, user oriented or community's pipe The functions such as reason person, provides personal information typing easily for user and visitor thereof, authorized application.

Security personnel's intelligent terminal includes the smart machines such as smart mobile phone, panel computer and desktop computer, for as blacklist personnel Close to time send alarm to Security Personnel, and the function such as the visitor for user provides personal information typing, authorized application.

Property intelligent terminal includes the smart machines such as smart mobile phone, panel computer and desktop computer, for property management personnel Periodically submit to the photo of blacklist personnel manage cloud platform.

Present invention also offers a kind of gate inhibition's cloud management method based on recognition of face, as in figure 2 it is shown, comprise the following steps:

S1, userspersonal information bind with gate inhibition's cloud management system.

As it is shown on figure 3, this step specifically include following step by step:

S11, user's intelligent terminal download install APP or pay close attention to wechat public number, APP software can in Fructus Mali pumilae official website, Peace intelligence (Android) market etc. is downloaded and is installed, or installs from management cloud platform download.

S12, user's intelligent terminal typing user picture and personal information thereof, and be sent to manage cloud platform.Management personnel with After the means cross-check information such as subscriber phone, note is correct, confirm to be registrated successfully, encryption storage in management cloud platform.

S13, management cloud platform are extracted user's face feature, checking voucher when coming in and going out as user according to user picture, and are generated The Quick Response Code that user's face feature is combined with personal information, then carries out corresponding recognition of face gate inhibition and authorizes client.

Userspersonal information and facial characteristics are sent to recognition of face front end management equipment by S14, management cloud platform, and by Quick Response Code Send to user's intelligent terminal.

S2, user pass in and out entrance guard management.

As shown in Figure 4, this step specifically include following step by step:

When S21, user pass in and out, recognition of face video camera extracts user's face characteristic and sends it to recognition of face front end management and set Standby.

S22, recognition of face front end management equipment judge the most unimpeded with the communication of management cloud platform, if then entering step S23, Otherwise enter step S25.

User's face characteristic is sent extremely management cloud platform and compares by S23, recognition of face front end management equipment, if putting down with management cloud In platform, the user's face feature of storage the most then enters step S24, and otherwise no through traffic.

S24, recognition of face front end management equipment storage user passes in and out information, and is synchronized to manage cloud platform, it is allowed to current.

S25, user's intelligent terminal brush Quick Response Code, the user's face feature or two that recognition of face front end management equipment is preserved User's face feature in dimension code is compared with user's face characteristic that recognition of face video camera extracts, if consistent, enters step S26, otherwise no through traffic.

S26, recognition of face front end management equipment storage user passes in and out information, it is allowed to current.

S3, visitor pass in and out entrance guard management.

As it is shown in figure 5, this step specifically include following step by step:

S31, gate inhibition's cloud management system typing visitor's data (include visitor's photo, personal information, the access time, enter entrance with And visitor's facial characteristics), visitor's personal information and facial characteristics are sent to recognition of face front end management equipment, and is put down by management cloud Platform generates the Quick Response Code that visitor's facial characteristics is combined with personal information, sends to user's intelligent terminal；

Here gate inhibition's cloud management system typing visitor's data specifically includes following three kinds of modes:

(1) visitor is first sent to user photo and personal information by user's intelligent terminal, and then user passes through user's intelligence Visitor's photo and personal information are submitted to manage cloud platform by energy terminal unit APP or wechat public number, management cloud platform be visit Visitor generates visitor's data；

(2) visitor oneself by user's intelligent terminal download install APP or pay close attention to wechat public number, by individual photo with Personal information is sent to manage cloud platform issue the user with application, user confirm to apply for by after be that visitor is raw by management cloud platform Become visitor's data；

(3) visitor carries out personal information typing in entrance guard room by security personnel's intelligent terminal and face information is registered, and sends extremely Management cloud platform, is that visitor generates visitor's data by management cloud platform.

When S32, visitor pass in and out, recognition of face video camera extracts visitor's face characteristic and sends it to recognition of face front end management and set Standby.

S33, recognition of face front end management equipment judge the most unimpeded with the communication of management cloud platform, if then entering step S34, Otherwise enter step S36.

Visitor's face characteristic is sent extremely management cloud platform and compares by S34, recognition of face front end management equipment, if putting down with management cloud In platform, visitor's facial characteristics of storage the most then enters step S35, and otherwise no through traffic.

S35, recognition of face front end management equipment storage visitor passes in and out information, and is synchronized to manage cloud platform, it is allowed to current.

S36, user's intelligent terminal brush Quick Response Code, visitor's facial characteristics or two that recognition of face front end management equipment is preserved Visitor's facial characteristics in dimension code is compared with visitor's face characteristic that recognition of face video camera extracts, if consistent, enters step S37, otherwise no through traffic.

S37, recognition of face front end management equipment storage visitor passes in and out information, it is allowed to current.

S4, blacklist personnel's forewarning management.

This step is specific as follows:

The photo of blacklist personnel is periodically submitted to manage cloud platform, management by property intelligent terminal by property management personnel Cloud platform generates its facial characteristics, and sends it to recognition of face front end management equipment, once has blacklist personnel close, people After face identification front end management equipment comparison is passed through, being uploaded to manage cloud platform immediately, management cloud platform is pushed to management personnel immediately APP or wechat, and security personnel intelligent terminal, with remind related personnel carry out safety precaution work.

Those of ordinary skill in the art is it will be appreciated that embodiment described here is to aid in the former of the reader understanding present invention Reason, it should be understood that protection scope of the present invention is not limited to such special statement and embodiment.The ordinary skill of this area Personnel can according to these technology disclosed by the invention enlightenment make various other various concrete deformation without departing from essence of the present invention and Combination, these deformation and combination are the most within the scope of the present invention.

Claims (8)

1. gate inhibition's cloud management system based on recognition of face, it is characterised in that include managing cloud platform, user intelligent terminal sets Standby, security personnel intelligent terminal, property intelligent terminal, recognition of face front end management equipment, recognition of face video camera with And gate inhibition's lockset；Described management cloud platform is respectively with user's intelligent terminal, security personnel's intelligent terminal, property intelligence eventually End equipment, recognition of face front end management device talk connect；Described recognition of face front end management equipment is taken the photograph with recognition of face respectively Camera and gate inhibition's lockset communication connect.
Gate inhibition's cloud management system based on recognition of face the most according to claim 1, it is characterised in that described management cloud Platform is the data interaction hinge of whole system, has been used for recognition of face front end management equipment and each intelligent terminal Data preserve, date interworkmg.
Gate inhibition's cloud management system based on recognition of face the most according to claim 1, it is characterised in that described user's intelligence Smart mobile phone, panel computer and desktop computer can be included by terminal unit, provide personal information typing for user and visitor thereof, award Power application function.
Gate inhibition's cloud management system based on recognition of face the most according to claim 1, it is characterised in that described security personnel's intelligence Can terminal unit include smart mobile phone, panel computer and desktop computer, for when blacklist personnel close to time send out to Security Personnel Go out alarm, and the visitor for user provides personal information typing, authorized application function.
Gate inhibition's cloud management system based on recognition of face the most according to claim 1, it is characterised in that described property intelligence Smart mobile phone, panel computer and desktop computer can be included, for property management personnel periodically by blacklist personnel's by terminal unit Photo is submitted to manage cloud platform.
6. gate inhibition's cloud management method based on recognition of face, it is characterised in that comprise the following steps:
S1, userspersonal information bind with gate inhibition's cloud management system；
This step specifically include following step by step:
S11, user's intelligent terminal are downloaded and are installed APP or pay close attention to wechat public number；
S12, user's intelligent terminal typing user picture and personal information thereof, and be sent to manage cloud platform；
S13, management cloud platform extract user's face feature according to user picture, and generate user's face feature and personal information knot The Quick Response Code closed；
Userspersonal information and facial characteristics are sent to recognition of face front end management equipment by S14, management cloud platform, and by two dimension Code sends to user's intelligent terminal；
S2, user pass in and out entrance guard management；
This step specifically include following step by step:
When S21, user pass in and out, recognition of face video camera extracts user's face characteristic and sends it to recognition of face front end management Equipment；
S22, recognition of face front end management equipment judge the most unimpeded with the communication of management cloud platform, if then entering step S23, Otherwise enter step S25；
S23, recognition of face front end management equipment by user's face characteristic send to management cloud platform compare, if with management cloud In platform, the user's face feature of storage the most then enters step S24, and otherwise no through traffic；
S24, recognition of face front end management equipment storage user passes in and out information, and is synchronized to manage cloud platform, it is allowed to current；
S25, user's intelligent terminal brush Quick Response Code, user's face feature that recognition of face front end management equipment is preserved or User's face characteristic that user's face feature in Quick Response Code is extracted with recognition of face video camera is compared, if consistent, enters Step S26, otherwise no through traffic；
S26, recognition of face front end management equipment storage user passes in and out information, it is allowed to current；
S3, visitor pass in and out entrance guard management；
This step specifically include following step by step:
S31, gate inhibition's cloud management system typing visitor's data, send visitor's personal information and facial characteristics to recognition of face front end Management equipment, and generated, by management cloud platform, the Quick Response Code that visitor's facial characteristics is combined with personal information, send to user's intelligence Terminal unit；
When S32, visitor pass in and out, recognition of face video camera extracts visitor's face characteristic and sends it to recognition of face front end management Equipment；
S33, recognition of face front end management equipment judge the most unimpeded with the communication of management cloud platform, if then entering step S34, Otherwise enter step S36；
S34, recognition of face front end management equipment by visitor's face characteristic send to management cloud platform compare, if with management cloud In platform, visitor's facial characteristics of storage the most then enters step S35, and otherwise no through traffic；
S35, recognition of face front end management equipment storage visitor passes in and out information, and is synchronized to manage cloud platform, it is allowed to current；
S36, user's intelligent terminal brush Quick Response Code, visitor's facial characteristics that recognition of face front end management equipment is preserved or Visitor's face characteristic that visitor's facial characteristics in Quick Response Code extracts with recognition of face video camera is compared, if consistent, enters Step S37, otherwise no through traffic；
S37, recognition of face front end management equipment storage visitor passes in and out information, it is allowed to current；
S4, blacklist personnel's forewarning management；
This step is specific as follows:
The photo of blacklist personnel is periodically submitted to manage cloud platform, pipe by property intelligent terminal by property management personnel Reason cloud platform generates its facial characteristics, and sends it to recognition of face front end management equipment, once has blacklist personnel close, After recognition of face front end management equipment comparison is passed through, being uploaded to manage cloud platform immediately, management cloud platform is pushed to management immediately The APP of personnel or wechat, and security personnel's intelligent terminal, to remind related personnel to carry out safety precaution work.
Gate inhibition's cloud management method based on recognition of face the most according to claim 6, it is characterised in that described step S31 Middle visitor's data includes visitor's photo, personal information, access time, enters entrance and visitor's facial characteristics.
Gate inhibition's cloud management method based on recognition of face the most according to claim 7, it is characterised in that described step S31 Middle gate inhibition's cloud management system typing visitor's data specifically includes following three kinds of modes:
(1) visitor is first sent to user photo and personal information by user's intelligent terminal, and then user passes through user Visitor's photo and personal information are submitted to manage cloud platform by intelligent terminal APP or wechat public number, by management cloud platform Visitor's data is generated for visitor；
(2) visitor oneself by user's intelligent terminal download install APP or pay close attention to wechat public number, by individual photo with Personal information is sent to manage cloud platform issue the user with application, user confirm to apply for by after be visitor by management cloud platform Generate visitor's data；
(3) visitor carries out personal information typing in entrance guard room by security personnel's intelligent terminal and face information is registered, and sends To managing cloud platform, management cloud platform it is that visitor generates visitor's data.
CN201610280434.0A 2016-04-29 2016-04-29 Gate inhibition's cloud management system and method based on recognition of face CN105869248B (en)

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CN106652135A (en) * 2016-12-22 2017-05-10 深圳市麦驰安防技术有限公司 Access control method and system based on cloud technology and two-dimensional code technology
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CN107590891A (en) * 2017-09-26 2018-01-16 四川仪岛科技有限公司 A kind of recognition of face access control system of residential community and control method
CN107730682A (en) * 2017-10-20 2018-02-23 四川省守望信息科技有限责任公司 Community entrance guard control based on Quick Response Code
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CN108009728A (en) * 2017-12-05 2018-05-08 深圳春沐源控股有限公司 Region security management method and system in garden
CN108053530A (en) * 2017-12-17 2018-05-18 深圳禾思众成科技有限公司 A kind of intelligent access control system of the Yun Jiaduan based on face recognition
CN108154581A (en) * 2017-12-22 2018-06-12 蒙城县望槐信息科技有限责任公司 A kind of automatic security protection control system based on intelligent door
CN108520577A (en) * 2018-03-12 2018-09-11 南京甄视智能科技有限公司 Visitor's reservation management method based on recognition of face
CN108711208A (en) * 2018-05-21 2018-10-26 中兴智能视觉大数据技术（湖北）有限公司 A kind of big data access control system and its management method
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CN110164010A (en) * 2019-05-30 2019-08-23 珠海云享科技有限公司 A kind of access control system and method based on wechat recognition of face management
CN110276872A (en) * 2019-06-27 2019-09-24 绿漫科技有限公司 A kind of gate inhibition's automatic authorization method based on recognition of face
CN110443912A (en) * 2018-05-02 2019-11-12 深圳吉祥星科技股份有限公司 A kind of access control management method, device and terminal device

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