CN106803298A - Intelligent intercom system and method based on recognition of face - Google Patents
Intelligent intercom system and method based on recognition of face Download PDFInfo
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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
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- G06Q50/16—Real estate
- G06Q50/163—Real estate management
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- 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
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00309—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys operated with bidirectional data transmission between data carrier and locks
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- G07C9/00—Individual registration on entry or exit
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00563—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys using personal physical data of the operator, e.g. finger prints, retinal images, voicepatterns
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- G—PHYSICS
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- 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
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00571—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys operated by interacting with a central unit
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- G07C9/00—Individual registration on entry or exit
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/27—Individual registration on entry or exit involving the use of a pass with central registration
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/0861—Network architectures or network communication protocols for network security for authentication of entities using biometrical features, e.g. fingerprint, retina-scan
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04Q—SELECTING
- H04Q5/00—Selecting arrangements wherein two or more subscriber stations are connected by the same line to the exchange
- H04Q5/24—Selecting arrangements wherein two or more subscriber stations are connected by the same line to the exchange for two-party-line systems
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Abstract
The invention provides a kind of intelligent intercom system and method based on recognition of face, system includes doorway machine, CA SIMs, user's intelligent terminal, back-stage management terminal, doorway machine security control door lock, strictly control turnover, it supports close distance radio frequency communication, realize that mobile phone card-brushing enters exit pattern, improve intelligent property managerial skills；User's intelligent terminal is divided into householder end and guest, can directly be communicated wirelessly in the case of networking, completes voice call, key authorization；Guest supports online recognition of face unlocking pattern；Back-stage management terminal supports data transmit-receive, plans as a whole the data that system operation is generated.The present invention is by distance sensing formula radio-frequency technique, face recognition module and APP application integration, it is applied to Property Management of residence, improve estate management efficiency, provide the user intelligent good service platform, effective guarantee cell safety, lead cell to move towards intelligent, allow vast community user really to possess a safety, harmonious family.
Description
Technical field
The present invention relates to a kind of intelligent intercom system and method based on recognition of face.
Background technology
With high and new technology it is with rapid changepl. never-ending changes and improvements develop, traditional estate management pattern far can not meet the clothes of resident
Business demand, the service for infrastructure pattern of residential neighborhoods also gradually tends to intelligent.Wherein, traditional Property Management System is present such as
Lower drawback；
1) flexibility is low：Traditional talk back equipment is all fixed in the mobility of position, causes it to lack in application aspect
Weary flexibility, fails to meet user whenever and wherever possible to the demand of System Mobility.
2) device layout falls behind：Traditional intercom system is generally wired communication mode, and early stage installation work is lengthy and jumbled, leads to
The line is busy in road, and equipment falls behind, and circuit stability is relatively low, directly affects the routine use of user, and debugging efforts are overelaborated.
3) data resource shortage：Traditional intercom system is deficient in resources acquisition platform, the loss at random of gate inhibition's data, fails system
Comprehensive utilization is raised, the complementary data of science are not only lacked in administrative decision, while cannot also provide the user historical record ginseng
Examine.
4) unlock dangerous：Traditional intercom system lacks data compactness in unlocking link, fails to carry out real name tubulation
Reason registration, certain influence is caused on the safety management of property plots.
The content of the invention
The drawbacks of present invention aim at existing for abandoning tradition intercom system, propose a kind of intelligence based on recognition of face
Intercom system and method.Technical scheme is as follows to achieve the above object：
A kind of intelligent intercom system based on recognition of face, including doorway machine, CA-SIM cards, user's intelligent terminal, backstage
Management terminal, wherein：
The doorway machine as intelligent intercom system entrance guard, security control door lock, strictly control turnover, its support low coverage
From the manual unlocking general layout that radio-frequency communication, abandoning tradition fall behind, realize that mobile phone card-brushing enters exit pattern, improve intelligent property management
Level；
The CA-SIM introduces CA technologies on the basis of being stuck in the function of RF-SIM cards, with user's real-name management, basis
Telecommunication voice data service and RF wireless communication function, the CA-SIM card placements on the householder end of user's intelligent terminal,
Data are carried out by wireless telecommunications with the doorway machine, user's intelligent terminal mutually to transmit；
User's intelligent terminal is divided into householder end and guest, and the authority performed by different ports is different；Householder end
Can directly be communicated wirelessly in the case of networking with guest, complete voice call, key authorization；Additionally, guest
Support online recognition of face unlocking pattern；
The back-stage management terminal supports data transmit-receive, plans as a whole the data that system operation is generated, and vitalizes resource fragmentation, real
Existing householder and the registration of visitor's personal information data, record collection, system maintenance, at the same can data move towards law formulation science
Rational system administration decision-making.
Distance sensing formula radio-frequency technique, face recognition module and APP application integration are applied to cell by the present invention
Estate management, improves estate management efficiency, provides the user intelligent good service platform, and effective guarantee cell safety leads
Cell moves towards intelligent, allows vast community user really to possess a safety, harmonious family.
Brief description of the drawings
Fig. 1 is embodiment of the present invention system structural framework figure；
Fig. 2 is the hardware module figure of embodiment of the present invention doorway machine；
Fig. 3 is the functional block diagram of embodiment of the present invention cloud back-stage management terminal；
Fig. 4 is embodiment of the present invention working-flow figure.
Specific embodiment
The invention will now be described in further detail with reference to the accompanying drawings.
As shown in figure 1, intercom system of the invention includes three modules：Doorway machine, white card/CA-SIM cards, user's intelligence
Terminal, back-stage management terminal.
Doorway machine as intercom system entrance guard, security control door lock, strictly control turnover.It supports that close distance radio frequency leads to
News, the manual unlocking general layout that abandoning tradition falls behind realizes that mobile phone card-brushing enters exit pattern, improves intelligent property managerial skills.
The CA-SIM introduces CA technologies on the basis of being stuck in the function of RF-SIM cards, with user's real-name management, basis
Telecommunication voice data service and RF wireless communication function, the CA-SIM card placements on the householder end of user's intelligent terminal,
Data are carried out by wireless telecommunications with the doorway machine, user's intelligent terminal mutually to transmit.
The technical pattern explanation of CA-SIM cards
CA-SIM introduces CA technologies on the basis of being stuck in the function of RF-SIM cards, is a collection 2.4G/13.56M radio frequencies, bluetooth
Radio communication function, 2K magnetic coupling distance controllings technology, ca authentication and basic telecommunication voice data traffic new intelligence
Can SIM.
CA-SIM card softwares system is realized using layer architecture mode, i.e., by hardware layer, interface driver layer, OS layers and application
Layer composition.
CA-SIM cards hardware is realized using three chip solutions, including main control chip, radio frequency chip and magnetic field distance controlling
Chip, main control chip between magnetic control chip and radio frequency chip use SPI communication interface connection communication.
As shown in Fig. 2 doorway machine hardware system inside mainly includes 7 modules, there are CPU core core module, Bluetooth communication mould
Block, power management module, RTC real-time clocks, FLASH data storages, various kinds of sensors detection module and electric control lock alarm module：
CPU master controls use 32 ARM framework single-chip microcomputers, the features such as with high-performance, low-power consumption.
The bluetooth module of compatible bluetooth 4.0 and above version can be with mobile phone quick of the overwhelming majority with Bluetooth function
With between CPU use serial protocol communication.
High-precision RTC real-time clocks can record accurate charge time for system, and various kinds of sensors can be detected accurately
The change of environment, makes system stably and lastingly work and and alarm etc..
Doorway machine is arranged on buildings front end, strictly security control door lock, control turnover.It is manual that abandoning tradition falls behind
Unlocking general layout, realizes that mobile phone card-brushing enters exit pattern, improves intelligent property managerial skills.
User's intelligent terminal is divided into householder end and guest, and the authority performed by different ports is different.Householder end and visit
Objective end can directly communicate wirelessly in the case of networking, complete voice call, the business such as key authorization, allow visitor and family
Main directly call and be that visitor opens safe-guard door lock, with the advantage such as science, reliability, clear, improve intercom system using imitating
Rate.Meanwhile, user's intelligent terminal can also receive estate management bulletin, periphery commercial advertisement, traffic message of backstage push etc.
Abundant community's life's data.Additionally, Guest User's intelligent terminal supports face recognition application, by face information real-time online
Pass high in the clouds checking, it is ensured that the safety of gate control system.
Back-stage management terminal supports data transmit-receive, plans as a whole the data that system operation is generated, and vitalizes resource fragmentation, realizes family
The registration of visitor's personal information of advocating peace data, information gathering, system maintenance, at the same can data to move towards law formulation scientific and reasonable
System administration decision-making.
User's intelligent terminal realizes that flow is described
User's intelligent terminal is divided into two big modules according to application of function：Integrated application module and face recognition module.
Integrated application module is divided into several submodules：Personal homepage, community's bulletin, life advertisement, traffic are guided.
Personal homepage submodule includes the submodules such as personal identification authentication, personal information, permission grant, gate inhibition's record.It is individual
For householder or visitor, registration is used people's identification authentication for the first time；Personal information includes personal detailed information, such as property ownership certificate, marriage
The information such as situation, identity card, personal brief introduction；Authority authentication is divided into application authentication and authentication assigns two parts, and application authentication is applicable
Apply for that corresponding gate inhibition's key or visitor apply for gate inhibition's key to householder to backstage in householder, authentication is assigned suitable for householder couple
Visitor authorizes key；Gate inhibition is recorded as gate inhibition's historical record that householder provides corresponding building, while householder and visitor can also inquire about
Personal gate inhibition's historical record.
Community's bulletin submodule is the platform at Property Management of residence to resident's issue bulletin.Administrative office is sent out in background terminal
Cloth relevant advertisements, such as emergency notification, weather forecast, management bulletin, notice of looking for a thing.Wherein, administrative office can be on backstage
Screening issue is carried out, fixed building householder is such as only notified, the efficiency of estate management is drastically increased.
Life advertisement submodule aggegation community periphery commercial advertisement, be related to cosmetology, manicure, food and drink, tourism, body-building,
The preferential prompting in the fields such as health, clothes, ticket, for the life of resident provides multiple service.
Traffic guide submodule has the functions such as public bus network is inquired about and website is inquired about, for resident provides online traffic query
Platform, improves the Discussing Convenience of resident trip.
Face recognition module mainly includes the submodules such as Data Enter, recognition of face, door lock record.
The window on Data Enter submodule online data typing backstage for visitor provides, visitor can in advance by fixed number
The key of face photograph one uploads cloud back-stage management terminal, and the binding registration of system of real name face information is carried out by cloud back-stage management terminal.
Recognition of face submodule carries out the platform of recognition of face for visitor provides real-time online.Visitor enters recognition of face
Module, effective face information is shot by mobile phone camera, and information is uploaded cloud back-stage management terminal online, is managed by cloud backstage
Reason terminal carries out information gathering, analysis and matches, and after the match is successful, cloud back-stage management terminal will effective door lock delivering key in real time
Visitor's cellphone subscriber's intelligent terminal.
Door lock record sub module is the management interrogation zone of visitor's door lock record, and visitor can whenever and wherever possible carry out gate inhibition's record and look into
Ask and search for.
As shown in figure 3, cloud backstage is the control axis of whole building conversational system, including data storage module, data pipe
Reason module, data-pushing module.
Data storage module collects personal real name brief introduction, face collection information, the related credentials that householder and visitor upload, also
Corresponding door lock ID and counterpart keys are stored, and sets up DB Backup submodule.Wherein, personal real name brief introduction includes personal letter
Jie, marital status, identity card, property ownership certificate etc..
The data management module submodule such as including gate inhibition's data stream management, time statistics, recognition of face matching, Data Summary
Block.Gate inhibition's data stream management and Data Summary submodule make Regularity Analysis specifically designed for gate inhibition's record data stream information, are
The scientific management decision-making provided auxiliary reference data of residential property；The time that time statistic submodule is mainly gate inhibition's record carries
For precise information；Recognition of face matched sub-block is specially acquired to human face data, matches and analyzes, it is ensured that face matching result
Accuracy, it is ensured that gate control system the person and data safety.
Data-pushing module can be divided into the submodules such as authentication push, management are pushed and commercial circle pushes according to the content for pushing.
Authentication is pushed to be fed back mainly for householder or visitor in the registration of authentication link；Management is pushed and is mainly property management staff's issue phase
Close bulletin and port is provided；The content covering preferential message in community periphery commercial circle, commercial advertisement, public good information, leisure that commercial circle pushes
The data such as entertainment recommendations.
As shown in figure 4, intelligent intercom system operation step of the invention is as follows：
Step 1：Householder's use for the first time need to install mobile phone A PP softwares, be sent out to backstage management terminal by mobile phone A PP clients
Send personal system of real name information, including related certificate number, personal information and house information etc., by cloud back-stage management terminal registration and
Related unblocking key is issued, system of real name registration and authorizing procedure is completed.
Step 2：Visitor installs mobile phone A PP softwares, and personal real name is sent to backstage management terminal by mobile phone A PP clients
Information processed, including related certificate number, personal information, face typing data and access information etc., completes system of real name registration flow
Journey.
Step 3：Visitor unlocks.
A) visitor carries out white card and swipes the card unlocking.
In read head sensing effective range region, taking white card carries out swiping card.
B) visitor unlocks with mobile phone A PP clients.
● mobile phone A PP clients are logged in, into recognition of face operating module, my front photograph is shot according to prompting, will
Information uploads high in the clouds and obtains unblocking key online.
● mobile phone A PP clients are logged in, accurate inquiry needs the householder's account for accessing, prompting of ringing the doorbell can be clicked on, or click on
Dialing, directly carries out wireless speech and video communication with other side, obtains the door lock key that householder sends.
C) bluetooth is opened, in read head sensing coverage, mobile phone card-brushing operation is carried out.
Step 4：Back-stage management end receive information, key is issued, unlocking relative recording is synchronized to the APP of householder and visitor
Client, and storage running is managed automatically.
Step 5：Householder or visitor can log in APP personal homepages, querying individual history gate inhibition record or building gate inhibition record.
Step 6：The real-time critical-path analysis gate inhibition data flow in back-stage management end, forms related law figure and summarizes, and is cell
Estate management provides scientific strategy.
Step 7：The relevant advertisements property planned as a whole or screening property are dealt into related householder by Property Management of residence person at back-stage management end
APP ends.
Step 8：Property Management of residence assistant director back-stage management end issue in time the preferential message in periphery commercial circle, commercial advertisement,
The data such as public good information, amusement and recreation recommendation, update the life ad content of householder APP.
Embodiment described above only expresses several embodiments of the invention, and its description is more specific and detailed, but simultaneously
Can not therefore be construed as limiting the scope of the patent.It should be pointed out that coming for one of ordinary skill in the art
Say, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to protection of the invention
Scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (10)
1. a kind of intelligent intercom system based on recognition of face, it is characterised in that：
Including doorway machine, CA-SIM cards, user's intelligent terminal, back-stage management terminal, wherein
The doorway machine as intelligent intercom system entrance guard, security control door lock, strictly control turnover, its support closely penetrates
Frequency is communicated, the manual unlocking general layout that abandoning tradition falls behind, and realizes that mobile phone card-brushing enters exit pattern, improves intelligent property management water
It is flat；
The CA-SIM introduces CA technologies on the basis of being stuck in the function of RF-SIM cards, with user's real-name management, basic telecommunication
Voice data traffic and RF wireless communication function, the CA-SIM card placements pass through on the householder end of user's intelligent terminal
Wireless telecommunications carry out data and mutually transmit with the doorway machine, user's intelligent terminal；
User's intelligent terminal is divided into householder end and guest, and the authority performed by different ports is different；Householder end and visit
Objective end can directly communicate wirelessly in the case of networking, complete voice call, key authorization；Additionally, guest is supported
Online recognition of face unlocking pattern；
The back-stage management terminal supports data transmit-receive, plans as a whole the data that system operation is generated, and vitalizes resource fragmentation, realizes family
The registration of visitor's personal information of advocating peace data, record collection, system maintenance, at the same can data to move towards law formulation scientific and reasonable
System administration decision-making.
2. the intelligent intercom system based on recognition of face according to claim 1, it is characterised in that：
The doorway machine be arranged on buildings front end, including CPU core core module, bluetooth communication, power management module,
RTC real-time clocks, FLASH data storages, electric control lock alarm module and sensor detection module, wherein
The CPU core core module uses 32 ARM framework single-chip microcomputers；
The bluetooth communication is bluetooth 4.0 and above version, to realize and most user's intelligence with Bluetooth function
Energy terminal Rapid matching, and use serial protocol communication with core cpu intermodule；
The RTC real-time clocks can be used to record accurate charge time；
The sensor detection module is used to detect the change of environment, intelligent intercom system is stably and lastingly worked and in time
Alarm.
3. the intelligent intercom system based on recognition of face according to claim 1, it is characterised in that：
User's intelligent terminal includes integrated application module and face recognition module, wherein
Integrated application module includes：
Personal homepage submodule, comprising personal identification authentication, personal information, permission grant, gate inhibition's record sub module, personal identification
For householder or visitor, registration is used authentication for the first time；Personal information includes personal information；Authority authentication is divided into application authentication and reflects
Power assigns two parts, and application authentication is applied to householder and applies for that corresponding gate inhibition's key or visitor apply for gate inhibition to householder to backstage
Key, authentication is assigned and authorizes key to visitor suitable for householder；Gate inhibition is recorded as gate inhibition's history note that householder provides corresponding building
Record, while householder and visitor also can querying individual gate inhibition's historical records；
Community's bulletin submodule is the platform at Property Management of residence to resident's issue bulletin, and Property Management of residence is in backstage pipe
Reason terminal issue relevant advertisements, wherein, screening issue can be carried out on backstage at Property Management of residence, to improve estate management
Efficiency；
Life advertisement submodule aggegation community periphery commercial advertisement, for the life of resident provides multiple service；
There is traffic guide submodule public bus network to inquire about and website query function, for resident provides online traffic query platform.
4. the intelligent intercom system based on recognition of face according to claim 3, it is characterised in that：
The face recognition module includes：
Data Enter submodule, the window on online data typing backstage is provided for visitor, and visitor is in advance by the face of fixed number
The key of photograph one uploads cloud back-stage management terminal, and the binding registration of system of real name face information is carried out by cloud back-stage management terminal；
Recognition of face submodule, the platform of recognition of face is carried out for visitor provides real-time online, and visitor enters recognition of face submodule
Block, effective face information is shot by mobile phone camera, information is uploaded cloud back-stage management terminal online, by cloud back-stage management
Terminal carries out information gathering, analysis and matches, and after the match is successful, cloud back-stage management terminal effective door lock delivering key will be visited in real time
Objective user's intelligent terminal；
Door lock record sub module, is the management interrogation zone of visitor's door lock record, and visitor can whenever and wherever possible carry out gate inhibition's record queries
And search.
5. the intelligent intercom system based on recognition of face according to claim 1, it is characterised in that：
The back-stage management terminal includes：
Data storage module, collects personal real name brief introduction, face collection information, related credentials that householder and visitor upload, also stores up
Corresponding door lock ID and counterpart keys are deposited, and sets up DB Backup submodule；
Data management module, including gate inhibition's data stream management, time statistics, recognition of face matching, Data Summary submodule, gate inhibition
Data stream management and Data Summary submodule make Regularity Analysis specifically designed for gate inhibition's record data stream information, are residential property
Scientific management decision-making provided auxiliary reference data；Time statistic submodule provides precise information for the time that gate inhibition records；
Recognition of face matched sub-block is specially acquired to human face data, matches and analyzes, it is ensured that the accuracy of face matching result, protects
The person and data safety of card gate control system；
Data-pushing module, can be divided into authentication push, management push and commercial circle and push submodule according to the content for pushing, and authentication is pushed away
Send and fed back in the registration of authentication link mainly for householder or visitor, management is pushed as property management staff's issue relevant advertisements are provided
Port, the content covering community periphery commercial circle data that commercial circle pushes.
6. a kind of intelligent intercommunication method based on recognition of face, it is characterised in that comprise the following steps：
Householder sends personal system of real name information by user's intelligent terminal to backstage management terminal, at least including related certificate number,
Personal information and house information, by cloud back-stage management terminal registration to issue related unblocking key, complete system of real name registration and
Authorizing procedure；
Visitor sends personal system of real name information by user's intelligent terminal to backstage management terminal, at least including related certificate number,
Personal information, face typing data and access information, complete system of real name register flow path；
Visitor is unlocked, including white card is swiped the card and unlocks or unlocked by user's intelligent terminal；
Unlocking relative recording is synchronized to user's intelligent terminal of householder and visitor at back-stage management end, and is managed storage automatically
Running.
7. the intelligent intercommunication method based on recognition of face according to claim 6, it is characterised in that：
Visitor is unlocked by user's intelligent terminal to be included：
Guest login user's intelligent terminal, into recognition of face operating module, shoots my front photograph, by information according to prompting
The online high in the clouds that uploads obtains unblocking key；Or guest login user's intelligent terminal, householder's account that accurate inquiry needs are accessed,
Wireless speech and video communication are directly carried out with other side, the door lock key that householder sends is obtained.
8. the intelligent intercommunication method based on recognition of face according to claim 6, it is characterised in that：
Householder or guest login personal homepage submodule, querying individual history gate inhibition record or building gate inhibition record.
9. the intelligent intercommunication method based on recognition of face according to claim 6, it is characterised in that：
The real-time critical-path analysis gate inhibition data flow in back-stage management end, forms related law figure and summarizes, and is that Property Management of residence is carried
For scientific strategy.
10. the intelligent intercommunication method based on recognition of face according to claim 6, it is characterised in that：
The relevant advertisements property planned as a whole or screening property are dealt into associated user's intelligent terminal by Property Management of residence person in back-stage management terminal；
Property Management of residence assistant director issues periphery commercial circle data at back-stage management end, and the life for updating householder user's intelligent terminal is wide
Accuse content.
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| CN112270783A (en) * | 2020-09-27 | 2021-01-26 | 四川大学华西第二医院 | Sperm bank identity verification and process management system based on three-dimensional face recognition technology |
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| CN113066216A (en) * | 2021-03-08 | 2021-07-02 | 点都互联科技有限公司 | Intelligent access control system |
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| CN113569728B (en) * | 2021-07-27 | 2023-05-09 | 重庆中科云从科技有限公司 | Data processing method, system, equipment and computer readable medium |
| CN116229619A (en) * | 2023-05-09 | 2023-06-06 | 合肥坤语智能科技有限公司 | Intelligent door lock based on intelligent door magnetic induction system |
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