CN108399668A - A kind of monitoring and reminding system of recognition of face big data - Google Patents
A kind of monitoring and reminding system of recognition of face big data Download PDFInfo
- Publication number
- CN108399668A CN108399668A CN201810100145.7A CN201810100145A CN108399668A CN 108399668 A CN108399668 A CN 108399668A CN 201810100145 A CN201810100145 A CN 201810100145A CN 108399668 A CN108399668 A CN 108399668A
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- Prior art keywords
- face
- recognition
- big data
- monitoring
- module
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Classifications
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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
- 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
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
- H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/80—Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
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- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Alarm Systems (AREA)
- Lock And Its Accessories (AREA)
Abstract
The present invention provides a kind of monitoring and reminding systems of recognition of face big data, communication module is WiFi module, and obtaining a large amount of face informations by camera array sets up database, carries out big data analysis, identification specific region break in or suspicious identity, and notify administrator；Play anti-theft function；Competent person realizes without key unlocking, and by network enabling information being uploaded to database server by recognition of face APP；Remote unlocking can be carried out, and remotely identifies the safe condition of dormitory；The bluetooth module is locked on/off function to reach short range for connecting cell-phone customer terminal and gate inhibition end electromechanical locks；The motor lock module is mainly made of power supply, motor, gear, when receive unlock/shut signal, automatic will execute and unlock and shut.Using the embodiment of the present invention, to realize the monitoring and reminding system of wiring is simple and data transmission efficiency is high recognition of face big data.
Description
Technical field
The invention belongs to electronic technology fields, more particularly to a kind of monitoring and reminding system of recognition of face big data.
Background technology
Door lock and access control system receive more and more attention as the system that entrance carries out control.And campus place
House is area that population is more concentrated again, and access control system is using less, although it is mounted with many video monitoring apparatus, but still pole
Stolen case easily occurs.The intelligent door lock occurred in recent years is led on the basis ofs electromechanical locks, electric control lock, magnetic key operated lock, Fingerprint Lock etc.
Intelligent terminal is crossed to control the technology of door lock, bluetooth and WiFi communication technical combinations are applied on existing door lock, can be built
Remote-control door lock based on Bluetooth Communication Technology local control door lock, or based on cell phone application and the WIFI communication technologys.Into one
Step, moreover it is possible to realize recognition of face and realize voice transfer and doorbell prompting function.
Existing intelligent door lock system also brings certain safety issue while being brought convenience to everybody.It must such as borrow
Help door lock password unlocking, password, which is leaked, illegally to be entered；It is difficult to realize the function of remote control, for example is had the right out
The validated user of lock a long way off, is just difficult to forgetting that the user with key or visitor in front of the door open the door；Existing Fingerprint Lock is by hand
It is big to refer to dry and wet, latent fingerprint, the aging effects of sensor；Existing intelligent door lock can not be integrated with video surveillance network, data
Utilization rate is low；Existing cell phone intelligent door lock will such as improve safety, often scheme complexity, high failure rate, expensive.
With the progress of mobile phone face recognition technology and big data analysis, one is provided more for the progress of intelligent door lock
Convenient while also safer solution, still, few campuses based on big data and recognition of face currently on the market
Dormitory access control system.
Invention content
The purpose of the present invention is to provide a kind of monitoring and reminding system of recognition of face big data, with realize wiring it is simple and
The monitoring and reminding system of the high recognition of face big data of data transmission efficiency.Specific technical solution is as follows：
In order to achieve the above objectives, the present invention provides a kind of monitoring and reminding systems of recognition of face big data, including：Including data
Library server（100）, face database（101）, voice module（102）, communication module（103）, bluetooth module（104）, gate inhibition
Hold electromechanical locks（105）, camera array（106）, recognition of face APP（107）, cell-phone customer terminal（108）；The communication module
（103）For WiFi module, pass through camera array（106）It obtains a large amount of face informations and sets up database, carry out big data analysis,
Identification specific region break in or suspicious identity, and notify administrator；Play anti-theft function；Competent person passes through face
Identify APP（107）, realize without key unlocking, and by network and enabling information be uploaded to database server（100）；It can
Remote unlocking is carried out, and remotely identifies the safe condition of dormitory；
As a preferred technical solution of the present invention, the bluetooth module（104）For connecting cell-phone customer terminal（108）With door
Prohibit end electromechanical locks（105）, lock on/off function to reach short range.
As a preferred technical solution of the present invention, the motor lock module（105）Mainly by power supply, motor, gear
Constitute, when receive unlock/shut signal, automatic will execute and unlock and shut.
As a preferred technical solution of the present invention, the database server（100）For handling, integrating, calculate,
Matching is by camera array（106）And recognition of face APP（107）The three-dimensional face information obtained and its map information.
As a preferred technical solution of the present invention, the database server（100）For handling cell-phone customer terminal
（108）The application matching request of transmission, remote management gate inhibition status inquiry, the matching primitives and switch gate phase for searching for face
Close operation.
As a preferred technical solution of the present invention, the face database（101）For integrating and storing camera
Array（106）, mobile phone terminal（108）The human face data collected records door lock and dormitory safe condition, and carries out illegal identity
Identification.
As a preferred technical solution of the present invention, the voice module（102）Door is called out for remote speech.
As a preferred technical solution of the present invention, the WIFI module（103）It networks for gate inhibition, consequently facilitating on
Pass gate inhibition end electromechanical locks（105）State, opening-closing door information, and remotely locked on/off.
Using the monitoring and reminding system of recognition of face big data provided by the invention, by integrating mobile phone camera and video
Human face data acquired in monitoring network can be identified accurately specific by face recognition technology and big data analysis technology
Region break in or suspicious identity, and notify user and administrator, can especially allow validated user easily and safely
Door lock is opened, and can realize that remote switch is locked.
Description of the drawings
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
Obtain other attached drawings according to these attached drawings.
Fig. 1 is the connection diagram of the monitoring and reminding system of the first recognition of face big data provided by the invention.
Fig. 2 is the connection diagram of the monitoring and reminding system of second of recognition of face big data provided by the invention.
Fig. 3 is the structural schematic diagram of the monitoring and reminding system of the third recognition of face big data provided by the invention.
Specific implementation mode
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation describes, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
To solve prior art problem, an embodiment of the present invention provides a kind of monitoring and reminding systems of recognition of face big data
System.
As shown in Figure 1, being provided for present example a kind of based on the campus dormitory gate inhibition of big data and recognition of face system
System structural schematic diagram, system includes following module：
The database server module 100, is the high-performance computer in network environment, is installed on campus garden area, Lou Dong
Security monitoring room, for integrating the data of each mobile phone recognition of face and existing video monitoring data, by necessary pre- place
Human face data is stored into database after reason, and unlocking can be handled and shut grade command informations, intercepts other meters on network
The service request that calculation machine (client computer) is submitted, and corresponding service is provided.Further, the face emerged in multitude can be carried out
The test and comparison of algorithm optimization, model training and algorithm is analyzed using big data analysis technology seldom in dormitory regional activity
Strange face and remind user and administrator.Preferably, the database server module 100 only has security monitoring personnel
There are access rights.
The human face data library module 101, is high-performance data library and storage center, is installed on the data of security monitoring room
Center for the human face data that memory mobile phone camera and video surveillance network obtain, and can run the calculation of facial information iteration
Method synthesizes user data, establishes facial image number that is of certain scale and can covering more face character variation
According to library.Preferably, the human face data library module 101 only has security monitoring personnel just to have access rights.
The voice module 102, is installed on mobile phone terminal, is used for voice data transmission, it is preferable that the WiFi voices are whole
End equipment realizes that wireless VoIP voice communications, user can be set by WiFi voice terminals using the existing wlan network of dormitory
It is standby to carry out voice communication at any time in the coverage area of wlan network, play IP network feature at low cost.Preferably, described
System can establish LAN using STM-WIFI modules, user using WiFi module, and it is logical to carry out voice by cell phone application
Words.
The WiFi module 103, is installed on dormitory and mobile phone terminal, is used for wireless data transmission, it is preferable that the module
For BL-8782 modules, it is a high-performance, low-power consumption, small wireless module, meets IEEE802.11N standards, pole
High compatibility can fast, easily communicate with one another with wireless device, and newest 64/128 WEP data is supported to add
Close, wireless transmission rate is up to 150M, is 10 times of common 11B products.The WiFi module 103 can be conveniently
It realizes the information exchange between mobile phone and WiFi module, completes the real-time Transmission processing of voice and text message.
The bluetooth module 104, is installed on dormitory and mobile phone terminal, is used for wireless data transmission, it is preferable that the module
CC2540 combines reinforced 8051 microcontroller of an excellent less radio-frequency transmission receiver and an industrial standard, built-in
The fast flash memory bank of programmable, accurate radio frequency signal intensity instruction, built-in AES-128 crypto engines.CC2540 has
Of short duration conversion time between very low sleep pattern power consumption and different working modes, it is ensured that the ultralow consumption of whole system
Power.
Gate inhibition end electromechanical locks 105, are installed on door lock, the ON/OFF for controlling door lock, can be with manual/auto two
Kind mode controls door lock ON/OFF.It, can also when mobile phone client software realization is connect with WiFi module 103 or bluetooth module 104
Pass through mobile phone remote ON/OFF door lock or short range ON/OFF door lock at the scene.
The camera array 106 is installed on floor, Lou Dong, garden area, the mainly existing camera network in campus,
Camera on mobile phone terminal including user, collectively constitutes camera array, for acquiring face information, will capture and is taking the photograph
As movable face is uploaded onto the server and analyzed before head.Preferably, floor, Lou Dong, garden area camera array by described
Database server 100 is uniformly controlled, the case where understanding each camera in time so as to place pipe personnel, when breaking down can also and
When investigate.
The face recognition module 107 is installed on cell-phone customer terminal 108, acquires and identifies for human face data, for controlling
System is unlocked.It is preferably based on Webcam（Camera on Internet）Face detection and tracking technology can be by human face analysis
Technology is combined with the video flowing based on Internet, can complete validated user by camera array on internet
Authentication and safety identify.The face recognition module 107 need to input the correct account of user, and people is scanned by recognition of face
Face completion is logined；After user leaves behind mobile phone, it can also open the door by other people mobile phones.
The cell-phone customer terminal 108, in user hand, it is preferable that the cell-phone customer terminal 108 is equipped with the intelligence of camera
It can mobile phone.The cell-phone customer terminal 108, for carrying out data exchange and control with electromechanical locks, client includes manually and automatically
Two kinds of operating modes are equipped with two fatware module of bluetooth and WiFi.Mobile phone is successfully connected realization automatically with door lock end bluetooth module
Lock on/off function；Mobile phone is contacted with WiFi foundation, to realize the mutual transmission of data, including voice communication and transmission text
Information.
As shown in Fig. 2, using figure, visitor to pass through cell-phone customer terminal doorbell and trigger WiFi for the user that present example provides
Module request opens the door, and the signal for having guest access is sent to by WiFi module by the data exchange interface module on door lock automatically
User, at this point, user hand generator terminal bell rings rise；Meanwhile visitor can speak door opening request in the stage of ringing a doorbell, audio-frequency information uses
The compression of ADPCM and decompression algorithm send validated user to after PCM data is compressed to 1/4 size；Validated user can pass through people
Face image judge visitor be after kith and kin select open the door, the cell phone application of access control system is logined with mobile phone at this time, the user logined without
It need to carry out this operation；Then, validated user is clicked by cell-phone customer terminal and is unlocked, and is at this time Bluetooth of mobile phone to door lock assembly
CC2540 module bluetooths initiate pairing, and cipher key match success, door lock is unlocked, otherwise bluetooth key pair is unsuccessful, failure of opening the door.
Switch lock data can be also transferred to the WiFi module of door lock assembly by validated user by Server remote, receive instruction, control
Door lock processed is made a response.
As shown in figure 3, calling out a figure for the voice that present example provides, opened when having visitor's arriving or other staff's request
When lock, operation of unlocking/shut can be taken after people's true identity is come to visit in identification, avoid other people and palm off the wind of door opening request
Danger.Its method includes：Using voice communication technology by WiFi remote transmission voice data, avoiding is needed with gsm communication technology
The added burden of telephone charge is deducted, it is in real time and safe.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all
Any modification, equivalent replacement, improvement and so within the spirit and principles in the present invention, are all contained in protection scope of the present invention
It is interior.
Claims (8)
1. a kind of monitoring and reminding system of recognition of face big data, it is characterised in that：Including database server（100）, face
Database（101）, voice module（102）, communication module（103）, bluetooth module（104）, gate inhibition end electromechanical locks（105）, camera shooting
Head array（106）, recognition of face APP（107）, cell-phone customer terminal（108）；The communication module（103）For WiFi module, pass through
Camera array（106）It obtains a large amount of face informations and sets up database, carry out big data analysis, identify that the illegal of specific region is rushed
Enter or suspicious identity, and notifies administrator；Play anti-theft function；Competent person passes through recognition of face APP（107）, realize nothing
Key unlocking, and enabling information is uploaded to by database server by network（100）；Remote unlocking can be carried out, and long-range
Identify the safe condition of dormitory.
2. a kind of monitoring and reminding system of recognition of face big data according to claim 1, which is characterized in that the bluetooth
Module（104）For connecting cell-phone customer terminal（108）With gate inhibition end electromechanical locks（105）, lock on/off function to reach short range.
3. a kind of monitoring and reminding system of recognition of face big data according to claim 1, which is characterized in that the motor
Lock module（105）Mainly be made of power supply, motor, gear, when receive unlock/shut signal, unlocking and pass will be executed automatically
Lock.
4. a kind of monitoring and reminding system of recognition of face big data according to claim 1, which is characterized in that the data
Library server（100）For handling, integrating, calculate, match by camera array（106）And recognition of face APP（107）It is obtained
The three-dimensional face information obtained and its map information.
5. a kind of monitoring and reminding system of recognition of face big data according to claim 1, which is characterized in that the data
Library server（100）For handling cell-phone customer terminal（108）The application matching request of transmission, remote management gate inhibition status inquiry,
Search for matching primitives and the switch gate relevant operation of face.
6. the monitoring and reminding system of recognition of face big data according to claim 1, which is characterized in that the human face data
Library（101）For integrating and storing camera array（106）, mobile phone terminal（108）The human face data collected, record door lock and
Dormitory safe condition, and carry out illegal identity identification.
7. the monitoring and reminding system of recognition of face big data according to claim 1, which is characterized in that the voice module
（102）Door is called out for remote speech.
8. the monitoring and reminding system of recognition of face big data according to claim 1, which is characterized in that the WIFI module
（103）It networks for gate inhibition, consequently facilitating uploading gate inhibition end electromechanical locks（105）State, opening-closing door information, and remotely opened/
It shuts.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810100145.7A CN108399668A (en) | 2018-02-01 | 2018-02-01 | A kind of monitoring and reminding system of recognition of face big data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810100145.7A CN108399668A (en) | 2018-02-01 | 2018-02-01 | A kind of monitoring and reminding system of recognition of face big data |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108399668A true CN108399668A (en) | 2018-08-14 |
Family
ID=63095810
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810100145.7A Withdrawn CN108399668A (en) | 2018-02-01 | 2018-02-01 | A kind of monitoring and reminding system of recognition of face big data |
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| Country | Link |
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| CN (1) | CN108399668A (en) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109194931A (en) * | 2018-10-25 | 2019-01-11 | 哈尔滨海能达科技有限公司 | A kind of notification method and device of the target object based on video pictures |
| WO2020082293A1 (en) * | 2018-10-25 | 2020-04-30 | 哈尔滨海能达科技有限公司 | Method and device for notifying target object based on video image |
| CN113256853A (en) * | 2021-06-21 | 2021-08-13 | 德施曼机电（中国）有限公司 | Information transmission method, electronic equipment, door lock, server and storage medium |
| CN114120495A (en) * | 2021-11-30 | 2022-03-01 | 马琴 | Security system and method based on face recognition |
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| CN103280011A (en) * | 2013-06-09 | 2013-09-04 | 无锡北斗星通信息科技有限公司 | Building entrance guard safety management system |
| CN105427421A (en) * | 2015-11-16 | 2016-03-23 | 苏州市公安局虎丘分局 | Entrance guard control method based on face recognition |
| CN106023373A (en) * | 2016-05-23 | 2016-10-12 | 三峡大学 | Big data and human face identification based access control system for school dormitory |
| CN106204815A (en) * | 2016-06-23 | 2016-12-07 | 江西洪都航空工业集团有限责任公司 | A kind of gate control system based on human face detection and recognition |
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2018
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| CN103280011A (en) * | 2013-06-09 | 2013-09-04 | 无锡北斗星通信息科技有限公司 | Building entrance guard safety management system |
| CN105427421A (en) * | 2015-11-16 | 2016-03-23 | 苏州市公安局虎丘分局 | Entrance guard control method based on face recognition |
| CN106023373A (en) * | 2016-05-23 | 2016-10-12 | 三峡大学 | Big data and human face identification based access control system for school dormitory |
| CN106204815A (en) * | 2016-06-23 | 2016-12-07 | 江西洪都航空工业集团有限责任公司 | A kind of gate control system based on human face detection and recognition |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109194931A (en) * | 2018-10-25 | 2019-01-11 | 哈尔滨海能达科技有限公司 | A kind of notification method and device of the target object based on video pictures |
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| CN114120495A (en) * | 2021-11-30 | 2022-03-01 | 马琴 | Security system and method based on face recognition |
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Application publication date: 20180814 |
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