CN107331003A - A kind of school dormitory's management system based on recognition of face - Google Patents
A kind of school dormitory's management system based on recognition of face Download PDFInfo
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- CN107331003A CN107331003A CN201710477905.1A CN201710477905A CN107331003A CN 107331003 A CN107331003 A CN 107331003A CN 201710477905 A CN201710477905 A CN 201710477905A CN 107331003 A CN107331003 A CN 107331003A
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- dormitory
- mobile client
- management system
- door access
- visitor
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- 230000007306 turnover Effects 0.000 claims abstract description 8
- 230000001815 facial effect Effects 0.000 claims abstract description 7
- 230000007774 longterm Effects 0.000 claims abstract description 4
- 238000007726 management method Methods 0.000 claims description 64
- 210000000707 wrist Anatomy 0.000 claims description 29
- 230000004044 response Effects 0.000 claims description 25
- FDQGNLOWMMVRQL-UHFFFAOYSA-N Allobarbital Chemical compound C=CCC1(CC=C)C(=O)NC(=O)NC1=O FDQGNLOWMMVRQL-UHFFFAOYSA-N 0.000 claims description 7
- 230000004048 modification Effects 0.000 claims description 3
- 238000012986 modification Methods 0.000 claims description 3
- 230000005764 inhibitory process Effects 0.000 description 2
- 230000002776 aggregation Effects 0.000 description 1
- 238000004220 aggregation Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000036541 health Effects 0.000 description 1
- 230000008676 import Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 230000000116 mitigating effect Effects 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
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
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/20—Education
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/38—Individual registration on entry or exit not involving the use of a pass with central registration
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- Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Tourism & Hospitality (AREA)
- General Health & Medical Sciences (AREA)
- Marketing (AREA)
- Educational Administration (AREA)
- Health & Medical Sciences (AREA)
- Economics (AREA)
- Human Computer Interaction (AREA)
- Human Resources & Organizations (AREA)
- Educational Technology (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- General Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Time Recorders, Dirve Recorders, Access Control (AREA)
- Alarm Systems (AREA)
- Collating Specific Patterns (AREA)
Abstract
A kind of school dormitory's management system based on recognition of face, including：Management terminal, it is configured as being managed personnel's turnover dormitory；Door access machine, the facial image information that its face-image for being configured as the personnel to passing in and out dormitory stored in Identification of Images, and the face-image and management terminal that will identify that is compared, and opens door access machine if if both, the match is successful；Mobile client, it includes registration mobile client and unregistered mobile client, and registers mobile client and be configured with by the long-term authority of door access machine and authorize temporary authority of the unregistered mobile client by door access machine；And wireless network module, it includes being distributed in the multiple WAPs of dormitory everywhere, and multiple WAPs are configured as providing wireless network to mobile client.
Description
Technical field
The present invention relates to intelligent entrance guard technology, more particularly, to a kind of school dormitory's management system based on recognition of face.
Background technology
In the porch of the buildings such as the intelligent residential district of modernization, office office building, library, for security consideration, it is to avoid
Unrelated idler's being strayed into and swarming into, and often devises gate control system, these systems be a bit swipe the card, fingerprint recognition or calling
Response such as is opened the door at the mode, the person and property safety of personnel in these gate control system effective guarantees building.But, ensuring
While safe, convenience need to be improved, for example, needing to ensure that card is not placed on and conveniently taken from body and visa card under swiping card mode
Position；Visa card is easily illegally used after losing or needs to report the loss formality；Fingerprint need contact, less health, can be pretended,
Sometimes sensitivity is inadequate；Call answering easily bothers other people etc..
In the students' dormitory of especially colleges and universities of school, to ensure safety of student, some dormitories are provided with the gate inhibition that swipes the card, had
It is a little to be provided with gate of swiping the card, the illegal intrusion of Migrant women is effectively taken precautions against, but also the activities such as the social of student, shopping are risen
Negative influence is arrived.Dormitory management personnel will not only enter to permanent student to be traveled out and safety management, also to be managed for everybody
In the access of house student, the access such as kith and kin, classmate, express delivery, sales force, take-away, maintenance personal is visited manually
Visitor's registration is more and more frequently now so that dormitory management personnel, such as building are long, and management cost is too high, inefficiency, and difficult
To examine visitor's true identity, moreover, the problem of responsibility is excessively concentrated is also faced with.In addition, being built in residential quarters, apartment etc.
The authority that the entrance guard intercommunication system that thing uses enters building to visitor is built, this is in the building of students' dormitory and does not apply to, dormitory building
Dorm room enormous amount, intercom system is unable to the multiple guest requests of parallel processing, and the single mandate only with student, without place
Give up the intervention of administrative staff and put on record, it is impossible to accomplish groupcontrol, it is difficult to ensure that the safety of dormitory building.
Wifi hotspot in the popularization applied with mobile Internet, campus covers many fields, example on a large scale
Such as teaching building and dormitory building, the correlation such as students can be learnt by wireless network realization, life, amusement, shopping, friend-making
Daily routines.How effectively to strengthen dormitory safety management using prior wireless network, be also a problem of the prior art.Separately
Outside, substituted using recognition of face gate and artificial carry out system of real name checking, it is possible to achieve to the efficient, convenient, accurately of gateway
Management and reduction labor management cost.To sum up, it is badly in need of a kind of utilization mobile Internet at present by the authority and duty of dormitory management
Appoint the dormitory in-out management system being distributed in house student so that can effectively can participate in being directed to the access of oneself in house student
Authority and liability management, both improved dormitory turnover management and guest access management operating efficiency, again lifted safety coefficient, carry
The lodging experience for entering a higher school raw.
The content of the invention
There is provided a kind of school dormitory's management system based on recognition of face, according to the first aspect of the invention
School Dormitory management system includes：Management terminal, the management terminal is configured as being managed personnel's turnover dormitory；Gate inhibition
Machine, the face-image that the door access machine is configured as the personnel to passing in and out dormitory carries out Identification of Images, and the face that will identify that
Image is compared with the facial image information stored in the management terminal, by the door access machine if if both, the match is successful
Open；Mobile client, the mobile client includes registration mobile client and unregistered mobile client, and the note
Volume mobile client is configured with is led to by the long-term authority of the door access machine with the unregistered mobile client is authorized
Cross the temporary authority of the door access machine；And wireless network module, the wireless network module includes being distributed in dormitory everywhere
Multiple WAPs, and the multiple WAP be configured as to the mobile client provide wireless network.
School dormitory's management system based on Identification of Images according to the second aspect of the invention, when in house student's turnover place
During house, generated in the registration mobile client of house student based on the identity information and current time information in house student
Dynamic two-dimension code, the door access machine scans the dynamic two-dimension code, and determine the identity information that parses whether with it is described
The identity information matching in house student stored in management terminal, opens the door access machine if if both, the match is successful；
While the door access machine is opened, the current time information parsed is sent to the management terminal by the door access machine,
The management terminal according to the current time information modification registration mobile client received in house state, and will
The registration mobile client accesses the wireless network.
School dormitory's management system based on Identification of Images according to the third aspect of the invention we, as the mobile visitor of the registration
Family end give up state be "Yes" when, the registration mobile client can send temporary authority Quick Response Code to visitor it is described not
Mobile client is registered, the temporary authority Quick Response Code is included in the dorm room information of house student, the identity of visitor letter
Breath and access rights time window, the access rights time window include authorizing the time started and authorize the end time, and this is interim
Authority Quick Response Code is effective only in access rights time window；Visitor is using the temporary authority Quick Response Code to being locked in dormitory entrance
Place multiple wrist straps in one unlock and wear the wrist strap, the wrist strap based on the parsing to the temporary authority Quick Response Code,
Show that with the dorm room number be the guidance path of terminal and the real time position of the wrist strap on the display screen of the wrist strap,
The identity information of the visitor is sent into the management terminal to be put on record；And enter when soon reaching and authorizing the end time
Row is reminded；When multiple in the guest access dormitory are giving up student, the unregistered mobile client of the visitor is obtained
Multiple temporary authority Quick Response Codes, continuous parsing of the wrist strap to the multiple temporary authority Quick Response Code causes the mandate to terminate
Time postpones backward.
School dormitory's management system based on Identification of Images according to the fourth aspect of the invention, the multiple wireless access
Point is positioned at the lower surface of the ceiling of each floor of dormitory, and the wrist strap is based on received signal strength indicator RSSI, inertia device
Combine to be positioned with altimeter；The movement of the wrist strap is determined by the inertia device；Entered by the altimeter
Row floor judges；And the numbering and its received signal strength of the WAP detected using the registration mobile client
Indicate to carry out position correction.
School dormitory's management system based on Identification of Images according to the fifth aspect of the invention, when the guest access dormitory
Interior is multiple when giving up student, and using the access of visitor as a task, distance is in first between each dormitory that will be accessed
The Task clustering that the absolute value of predetermined distance range and the difference of arrival time is in the first scheduled time scope is same task groups；
And the order of earliest mandate end time is to each task in multiple access rights time windows based on each task groups
Group carries out priority ranking, and carries out path planning based on the priority ranking.
School dormitory's management system based on Identification of Images according to the sixth aspect of the invention, the body in house student
Part information includes：Student number, dormitory number, class number, emergency contact information, credit grade and Permission Levels.
School dormitory's management system based on Identification of Images according to the seventh aspect of the invention, the management terminal is in wrist
Alarm is sent when exceeding scheduled time threshold value with the time for entering dormitory building.
School dormitory's management system based on Identification of Images according to the eighth aspect of the invention, enters place when visitor trails
When giving up and the temporary authority Quick Response Code is not used, the door access machine is by the face-image of the visitor with being deposited in the management terminal
The facial image information of storage is compared, and alarm is sent if both mismatch.
What foregoing summary was merely exemplary, and be not any limitation of the invention.Except described above
Outside embodiment, by reference to accompanying drawing and following detailed description, other embodiments also will be apparent.
Brief description of the drawings
Fig. 1 shows the signal of school dormitory's management system based on Identification of Images according to the embodiment of the present invention
Figure.
Embodiment
In the accompanying drawings, similar reference generally represents like, unless context has opposite explanation.Detailed
Specification, drawings and the claims described in illustrative embodiment be not restricted.In the essence without departing substantially from this paper
In the case of refreshing or scope, it is possible to use other embodiment, and other changes can be carried out.
As shown in figure 1, present disclose provides a kind of school dormitory's management system 100 based on recognition of face, the school
Dormitory management system 100 includes：Management terminal 101, the management terminal 101 is configured as managing personnel's turnover dormitory
Reason；Door access machine 201, the face-image that the door access machine 201 is configured as the personnel to passing in and out dormitory carries out Identification of Images, and will
The face-image identified is compared with the facial image information stored in the management terminal 101, if both match into
Work(then opens the door access machine 201；Mobile client 301, the mobile client 301 includes registration mobile client 301
With unregistered mobile client 301, and it is described registration mobile client 301 be configured with by the door access machine 201
Long-term authority and authorize temporary authority of the unregistered mobile client 301 by the door access machine 201；And wireless network
Network module 401, the wireless network module 401 includes being distributed in the multiple WAPs of dormitory everywhere, and the multiple
WAP is configured as providing wireless network to the mobile client 301.
In some embodiments, when giving up student's turnover dormitory, in the registration mobile client 301 of house student
Based on the identity information in house student and current time information generation dynamic two-dimension code, the door access machine 201 scans described
Dynamic two-dimension code, and determine the identity information parsed whether with being stored in the management terminal 101 house student's
Identity information is matched, and opens the door access machine 201 if if both, the match is successful；While the door access machine 201 is opened,
The current time information parsed is sent to the management terminal 101, the management terminal 101 by the door access machine 201
According to the current time information modification registration mobile client 301 received in house state, and by the registration
Mobile client 301 accesses the wireless network.
In some embodiments, when it is described register mobile client 301 in the state of house as "Yes" when, registration shifting
Dynamic client 301 can send temporary authority Quick Response Code to the unregistered mobile client 301 of visitor, the temporary authority two
Dimension code is included in dorm room information, the identity information of the visitor and the access rights time window of house student, the access
Authority time window includes authorizing the time started and authorizes the end time, and the temporary authority Quick Response Code is only in access rights time window
It is intraoral effective；Visitor is unlocked and worn to one be locked in multiple wrist straps of dormitory porch using the temporary authority Quick Response Code
Wear the wrist strap, the wrist strap based on the parsing to the temporary authority Quick Response Code, shown on the display screen of the wrist strap with
The dorm room number is the guidance path of terminal and the real time position of the wrist strap, and the identity information of the visitor is sent into institute
Management terminal 101 is stated to be put on record；And reminded when soon reaching and authorizing the end time；When in the guest access dormitory
It is multiple give up student when, the unregistered mobile client 301 of the visitor obtains multiple temporary authority Quick Response Codes, described
Continuous parsing of the wrist strap to the multiple temporary authority Quick Response Code causes the mandate end time to postpone backward.
In some embodiments, the multiple WAP is located at the lower surface of the ceiling of each floor of dormitory,
The wrist strap combines to be positioned based on received signal strength indicator RSSI, inertia device and altimeter；Pass through the inertia
Device determines the movement of the wrist strap；Floor judgement is carried out by the altimeter；And utilize the registration mobile client
The numbering and its received signal strength indicator of 301 WAPs detected is held to carry out position correction.
In some embodiments, when multiple in the guest access dormitory are giving up student, using the access of visitor as
Distance is at the first predetermined distance range and the absolute value of the difference of arrival time between one task, each dormitory that will be accessed
In the first scheduled time scope Task clustering be same task groups；And multiple access rights times based on each task groups
The order of earliest mandate end time carries out priority ranking to each task groups in window, and is entered based on the priority ranking
Row path planning.
In some embodiments, the identity information in house student includes：Student number, dormitory number, class number, urgent connection
It is people's information, credit grade and Permission Levels.School dormitory's management system of the present invention can also be according to the credit in house student
Grade is accordingly adjusted to its Permission Levels, and low in house student for credit grade, it, which is authorized, needs to obtain same dormitory other
The intersection mandate of friend is given up, can just allow the interim authority Quick Response Code that comes in and goes out of the visitor's acquisition for accessing it.
In school dormitory's management system of the present invention, the management terminal 101 excessively collects getting multiple wrist strap positions
In, or wrist strap is when entering the dormitory building time and exceeding scheduled time threshold value, can send alarm, remind houseparent to be patrolled,
Avoid illegal aggregation and illegal delay.
In some embodiments, the management terminal 101 exceedes scheduled time threshold in the time that wrist strap enters dormitory building
Alarm is sent during value.
In some embodiments, it is described when visitor trails, and the temporary authority Quick Response Code is not used into dormitory
The face-image of the visitor and the facial image information that is stored in the management terminal 101 are compared by door access machine 201, if
Both mismatch and then send alarm.Because visitor does not have authorized, sending alarm when visitor, which trails, enters dormitory can be big
The big workload for mitigating houseparent, import and export are stared at without the moment.
Claims (8)
1. a kind of school dormitory's management system based on recognition of face, school dormitory's management system includes：
Management terminal, the management terminal is configured as being managed personnel's turnover dormitory；
Door access machine, the face-image that the door access machine is configured as the personnel to passing in and out dormitory carries out Identification of Images, and will identification
The face-image gone out is compared with the facial image information stored in the management terminal, by institute if if both, the match is successful
State door access machine opening；
Mobile client, the mobile client includes registration mobile client and unregistered mobile client, and the note
Volume mobile client is configured with is led to by the long-term authority of the door access machine with the unregistered mobile client is authorized
Cross the temporary authority of the door access machine；And
Wireless network module, the wireless network module includes being distributed in the multiple WAPs of dormitory everywhere, and described
Multiple WAPs are configured as providing wireless network to the mobile client.
2. school dormitory's management system as claimed in claim 1, wherein, when giving up student's turnover dormitory, house student's
The registration mobile client is described based on the identity information in house student and current time information generation dynamic two-dimension code
Whether door access machine scans the dynamic two-dimension code, and determine the identity information parsed with being stored in the management terminal
In the identity information matching of house student, the door access machine is opened if if both, the match is successful；Opened in the door access machine
Meanwhile, the current time information parsed is sent to the management terminal by the door access machine, the management terminal according to
The current time information modification registration mobile client received in house state, and by the registration mobile client
Terminate into the wireless network.
3. school dormitory's management system as claimed in claim 2, wherein, when it is described register mobile client house state as
During "Yes", the registration mobile client can send temporary authority Quick Response Code to the unregistered mobile client of visitor,
The temporary authority Quick Response Code is included in dorm room information, the identity information of the visitor and the access rights time of house student
Window, the access rights time window includes authorizing the time started and authorizes the end time, and the temporary authority Quick Response Code is only being visited
Ask in authority time window effectively；
Visitor is unlocked to one be locked in multiple wrist straps of dormitory porch using the temporary authority Quick Response Code and wears this
Wrist strap, the wrist strap is shown with described based on the parsing to the temporary authority Quick Response Code on the display screen of the wrist strap
Dorm room number is the guidance path of terminal and the real time position of the wrist strap, and the identity information of the visitor is sent into the pipe
Reason terminal is put on record；And reminded when soon reaching and authorizing the end time；
When multiple in the guest access dormitory are giving up student, the unregistered mobile client of the visitor obtains multiple
Temporary authority Quick Response Code, continuous parsing of the wrist strap to the multiple temporary authority Quick Response Code causes the mandate end time
Postpone backward.
4. school dormitory's management system as claimed in claim 3, wherein, the multiple WAP is located at dormitory per Stall
The lower surface of the ceiling of layer, the wrist strap combines based on received signal strength indicator RSSI, inertia device and altimeter
Row positioning；The movement of the wrist strap is determined by the inertia device；Floor judgement is carried out by the altimeter；And profit
Position school is carried out with the numbering and its received signal strength indicator for registering the WAP that mobile client is detected
Just.
5. school dormitory's management system as claimed in claim 3, wherein, when multiple in house student in the guest access dormitory
When, using the access of visitor as a task, distance is in the first predetermined distance range and arrived between each dormitory that will be accessed
Absolute value up to the difference of time is in the Task clustering of the first scheduled time scope for same task groups；And based on each task
The order of earliest mandate end time carries out priority ranking to each task groups in multiple access rights time windows of group,
And path planning is carried out based on the priority ranking.
6. school dormitory's management system as described in claim 3 or 4, wherein, the identity information in house student includes：Learn
Number, dormitory number, class number, emergency contact information, credit grade and Permission Levels.
7. school dormitory's management system as claimed in claim 6, the management terminal surpasses in the time that wrist strap enters dormitory building
Alarm is sent when crossing scheduled time threshold value.
8. school dormitory's management system as claimed in claim 3, enters dormitory and the unused interim power when visitor trails
When limiting Quick Response Code, the door access machine carries out the facial image information stored in the face-image of the visitor and the management terminal
Compare, alarm is sent if both mismatch.
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| CN201710477905.1A CN107331003B (en) | 2017-06-22 | 2017-06-22 | A kind of school dormitory's management system based on recognition of face |
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| CN201710477905.1A CN107331003B (en) | 2017-06-22 | 2017-06-22 | A kind of school dormitory's management system based on recognition of face |
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| CN107331003B CN107331003B (en) | 2019-11-05 |
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| CN107833332A (en) * | 2017-11-28 | 2018-03-23 | 江苏瑞孚特物联网科技有限公司 | hospital inpatient area visitor management system and method based on internet of things |
| CN108600700A (en) * | 2018-04-25 | 2018-09-28 | 北京市电话工程有限公司 | A kind of cell video monitoring system |
| CN108985726A (en) * | 2018-09-19 | 2018-12-11 | 李招兵 | A kind of students'growth culture system and its method |
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| CN110689655A (en) * | 2019-09-17 | 2020-01-14 | 南昌大学 | Dormitory entrance guard management integration system based on face identification |
| CN110852148A (en) * | 2019-09-23 | 2020-02-28 | 重庆特斯联智慧科技股份有限公司 | Visitor destination verification method and system based on target tracking |
| CN111009062A (en) * | 2020-01-03 | 2020-04-14 | 贺志兵 | Using method of strangers and relatives in building and elevator |
| CN111160319A (en) * | 2020-01-16 | 2020-05-15 | 广州市十牛信息科技有限公司 | Campus dormitory management system based on face recognition real-time statistics multi-terminal presentation |
| CN111681347A (en) * | 2020-05-08 | 2020-09-18 | 掌门物联科技(杭州)股份有限公司 | Classroom entrance guard management system based on composite networking scheme and management method thereof |
| CN111951424A (en) * | 2020-06-29 | 2020-11-17 | 山东汇佳软件科技股份有限公司 | Intelligent management system for dormitory |
| CN113470237A (en) * | 2021-07-02 | 2021-10-01 | 厦门悦讯信息科技股份有限公司 | Campus access control intelligent management system and method |
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| CN108985726A (en) * | 2018-09-19 | 2018-12-11 | 李招兵 | A kind of students'growth culture system and its method |
| CN109670428A (en) * | 2018-12-07 | 2019-04-23 | 深圳市集虹鼎源科技有限公司 | Identity identifying method and device |
| CN109920106A (en) * | 2019-02-18 | 2019-06-21 | 云南电网有限责任公司文山供电局 | Channel dynamic gate system and method based on 4G/5G |
| CN110473328A (en) * | 2019-09-09 | 2019-11-19 | 腾讯科技（深圳）有限公司 | Community's access control management method and device, storage medium, electronic equipment |
| CN110689655A (en) * | 2019-09-17 | 2020-01-14 | 南昌大学 | Dormitory entrance guard management integration system based on face identification |
| CN110852148A (en) * | 2019-09-23 | 2020-02-28 | 重庆特斯联智慧科技股份有限公司 | Visitor destination verification method and system based on target tracking |
| CN111009062A (en) * | 2020-01-03 | 2020-04-14 | 贺志兵 | Using method of strangers and relatives in building and elevator |
| CN111160319A (en) * | 2020-01-16 | 2020-05-15 | 广州市十牛信息科技有限公司 | Campus dormitory management system based on face recognition real-time statistics multi-terminal presentation |
| CN111681347A (en) * | 2020-05-08 | 2020-09-18 | 掌门物联科技(杭州)股份有限公司 | Classroom entrance guard management system based on composite networking scheme and management method thereof |
| CN111951424A (en) * | 2020-06-29 | 2020-11-17 | 山东汇佳软件科技股份有限公司 | Intelligent management system for dormitory |
| CN113470237A (en) * | 2021-07-02 | 2021-10-01 | 厦门悦讯信息科技股份有限公司 | Campus access control intelligent management system and method |
| CN115359596A (en) * | 2022-08-16 | 2022-11-18 | 江苏通信置业管理有限公司 | Property equipment intelligent monitoring method and system |
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