CN108597073A - A kind of Dormitory management method and system based on bidirectional camera shooting tribal chief's face lock - Google Patents
A kind of Dormitory management method and system based on bidirectional camera shooting tribal chief's face lock Download PDFInfo
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- CN108597073A CN108597073A CN201810323829.3A CN201810323829A CN108597073A CN 108597073 A CN108597073 A CN 108597073A CN 201810323829 A CN201810323829 A CN 201810323829A CN 108597073 A CN108597073 A CN 108597073A
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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
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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
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- G06Q50/10—Services
- G06Q50/20—Education
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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
- G07C9/00174—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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Abstract
The present invention relates to a kind of Dormitory management methods based on bidirectional camera shooting tribal chief's face lock, it is characterised in that：Including outer camera, interior camera, dormitory Men Yunsuo and server；The outer camera, interior camera, dormitory Men Yunsuo are connected to server by information network；The outer camera is installed on the outside of dormitory door and towards dormitory direction outdoors, and the interior camera is installed on the inside of dormitory door and towards direction in dormitory door；Management method includes the following steps：Step A, data input process；Step B, face information acquisition and identification；Step C, information announcement.The present invention is locked using dual camera face, and passing in and out dormitory in student is required for carrying out recognition of face, further limits the disengaging of Migrant women.By the cooperation of interior camera and outer camera entering and going out and judge to student, on the basis of realizing gate function, increases to student in the statistics of dormitory state, teacher is facilitated to manage, reduce security risk.
Description
Technical field
The present invention relates to face lock technology fields, and in particular to a kind of students' dormitory pipe based on bidirectional camera shooting tribal chief's face lock
Manage method and system.
Background technology
Nowadays student is paid more and more attention in the safety problem of school, and it is important at one of school activity that dormitory is student
Place, it is the problem of each school can pay attention to that stringent control, which enters the personnel of dormitory and time,.However present dormitory door
Access control system only uses mostly swipes the card or the mode of unlocked by fingerprint, although this mode can limit the entrance of Migrant women,
To the situation of going to bed of student, there is still a need for dormitory teachers to carry out inspection statistics, this task amount for dormitory teacher is huge, to student
For, looking into bedroom and can have many security risks not in time.
Invention content
It is an object of the invention to aiming at the deficiencies in the prior art, provide a kind of work mitigating dormitory teacher times
Business, a kind of Dormitory management method and system based on bidirectional camera shooting tribal chief's face lock for reducing security risk.
For this purpose, the present invention uses following technical scheme：
A kind of Dormitory management method based on bidirectional camera shooting tribal chief's face lock, including outer camera, interior camera, dormitory
Men Yunsuo and server；The outer camera, interior camera, dormitory Men Yunsuo are connected to server by information network；It is described
Outer camera is installed on the outside of dormitory door and direction, the interior camera are installed on the inside of dormitory door simultaneously outdoors towards dormitory
Towards direction in dormitory door；
Management method includes the following steps：
Step A, data input process；The full facial information of the student of one whole dormitory building is subjected to typing, simultaneously will
The corresponding dormitory floor number of each student, dorm room number, dormitory bed number and student name；
Step B, face information acquisition and identification；
If student, which looks on the bright side of things, enters dormitory, the face image of the outer camera acquisition student, and upload onto the server
Recognition of face is carried out, if the collected student's face image of the outer camera and the image comparison success in the server,
It then opens the door and by student's state by being labeled as going to bed and recording from getting into bed；
When if student looks on the bright side of things, door walks out dormitory, the face image of the interior camera acquisition student, and upload onto the server
Middle carry out recognition of face, if image comparison in the collected student's face image of the interior camera and the server at
Work(then opens the door and is labeled as student's state from getting into bed and record by going to bed；
Step C, information announcement；The deadline section of the dormitory Men Yunsuo on the server settings daytime and evening, is cutting
Only in the period, student cannot open dormitory Men Yunsuo；In the deadline section of dormitory Men Yunsuo at night, the service
Device will be sent to labeled as the student information from bedroom at dormitory management teacher；The deadline section of dormitory Men Yunsuo in daytime
Interior, the server will be sent to labeled as the student information going to bed at dormitory management teacher.
Further description further includes information amended record when entering, going out；If student when entering or going out, not at
Work(carries out face recognition, then student opens dormitory door by way of swiping the card, while by the permission of dormitory management teacher, manually
Change student go to bed or the status information from bedroom；If some student face recognition in dormitory Men Yunsuo setting numbers is lost
It loses, server then prompts dormitory management teacher to replace student's facial image that the student has stored.
Further description further includes the period management statistics to going to bed from bedroom in step B；In cutting for dormitory Men Yunsuo
Only in the period outside the period, going to bed, from the time of getting into bed for each student is counted, when dormitory management teacher can arbitrarily choose a certain section
Between, and the student information going to bed from bedroom is recalled from server；In the deadline section of dormitory Men Yunsuo, student is only capable of passing through place
The permission of house management teacher passes in and out dormitory door.
Further description further includes state recognition of asking for leave；If certain classmate asks for leave, teacher is managed by bedroom and is entered
Server is registered, and is cancelled to the going to bed of the classmate that asks for leave, the statistic record from bedroom.
Further description further includes visitor's record；If parent or other school teachers pass in and out dormitory, by dormitory management
Teacher opens dormitory Men Yunsuo, while corresponding outer camera or interior camera will be carried out by the face image of dormitory door personnel
Acquisition and recording is simultaneously identified.
A kind of Dormitory management system based on bidirectional camera shooting tribal chief's face lock, including outer camera, interior camera, dormitory
Men Yunsuo and server；The outer camera, interior camera, dormitory Men Yunsuo are connected to server by information network；It is described
Outer camera is installed on the outside of dormitory door and direction, the interior camera are installed on the inside of dormitory door simultaneously outdoors towards dormitory
Towards direction in dormitory door；
Further include：Message Entry System is used for the corresponding dormitory floor number of the face information of each student, dormitory
Room number, dormitory bed number and student name are entered into server correspondingly；
Face acquires and identifying system, for collected face information to be compared with the information of server, if institute
The image comparison success for stating the collected student's face image of outer camera and the server is then opened the door and by student's state
By from getting into bed labeled as going to bed and being recorded, being simultaneously emitted by sound and light signal and being reminded；If collected of interior camera
Life face image and the image comparison success in the server, then open the door and be labeled as student's state from bedroom simultaneously by going to bed
It is recorded, is simultaneously emitted by sound and light signal and is reminded；
Information announcement system；It is the student to get into bed for the label in the deadline section by dormitory Men Yunsuo at night
Information is sent at dormitory management teacher, by deadline of the dormitory Men Yunsuo in daytime section, labeled as go to bed
Raw information is sent at dormitory management teacher.
Further description further includes the information amended record system entered, gone out, for manually changing face recognition failure
And the student for entering dormitory by way of swiping the card go to bed or from bedroom state.
Further description further includes going to bed from period management statistics system of getting into bed, for the cut-off in dormitory Men Yunsuo
It in period outside period, counts, transfer the going to bed of each student, from the time of getting into bed.
Further description further includes the system of asking for leave；For cancelling the statistics note to the going to bed of the classmate that asks for leave, from bedroom
Record.
Further description further includes that visitor records system；Dormitory is passed in and out for acquisition and recording parent or other teachers
Influence and be identified.
Beneficial effects of the present invention：It is locked using dual camera face, passing in and out dormitory in student is required for carrying out recognition of face,
Further limit the disengaging of Migrant women.Progress of entering and go out by the cooperation of interior camera and outer camera to student
Judgement, on the basis of realizing gate function, increases to student in the statistics of dormitory state, teacher is facilitated to manage, and reduces peace
Full hidden danger.
Description of the drawings
Present invention will be further explained below with reference to the attached drawings and examples.
Fig. 1 is the flow chart of one embodiment of the present of invention.
Specific implementation mode
Technical solution to further illustrate the present invention below with reference to the accompanying drawings and specific embodiments.
As shown in Figure 1, a kind of Dormitory management method based on bidirectional camera shooting tribal chief's face lock, including it is outer camera, interior
Camera, dormitory Men Yunsuo and server；The outer camera, interior camera, dormitory Men Yunsuo and server pass through Information Network
Network is connected to；The outer camera is installed on the outside of dormitory door and direction, the interior camera are installed on place outdoors towards dormitory
The inside of She Men and towards direction in dormitory door；
Management method includes the following steps：
Step A, data input process；The full facial information of the student of one whole dormitory building is subjected to typing, simultaneously will
The corresponding dormitory floor number of each student, dorm room number, dormitory bed number and student name；
Step B, face information acquisition and identification；
If student, which looks on the bright side of things, enters dormitory, the face image of the outer camera acquisition student, and upload onto the server
Recognition of face is carried out, if the collected student's face image of the outer camera and the image comparison success in the server,
It then opens the door and by student's state by being labeled as going to bed and recording from getting into bed；
When if student looks on the bright side of things, door walks out dormitory, the face image of the interior camera acquisition student, and upload onto the server
Middle carry out recognition of face, if image comparison in the collected student's face image of the interior camera and the server at
Work(then opens the door and is labeled as student's state from getting into bed and record by going to bed；
Step C, information announcement；The deadline section of the dormitory Men Yunsuo on the server settings daytime and evening, is cutting
Only in the period, student cannot open dormitory Men Yunsuo；In the deadline section of dormitory Men Yunsuo at night, the service
Device will be sent to labeled as the student information from bedroom at dormitory management teacher；The deadline section of dormitory Men Yunsuo in daytime
Interior, the server will be sent to labeled as the student information going to bed at dormitory management teacher.
The facial information of student is identified using two cameras inside and outside dormitory door, ensures that student passes in and out dormitory and may be used
To collect facial image, and it is compared with the information of server to mark going to bed for student by collected facial image
From bedroom state, can explicitly judge student whether in the bedroom in, and the technology of this recognition of face is compared and to be swiped the card with using
Mode, it is not easy to be replaced, that is, student cannot replace, to cope with man face image acquiring, concentrating convenient for school by others
Management reduces the undisciplined phenomenon that student replaces dormitory inspection.Student is mainly used for resting in the activity of dormitory, at remaining
Between, student need not stay in always dormitory, so dormitory door lock deadline is each provided on daytime and evening, at this
Between forbid student to enter in section, be also not returned to dormitory to deadline at night is ended on daytime labeled as the student from bedroom
In dormitory it is also labeled as the student that go to bed in time, both of these case all can send information to dormitory management teacher, in this way
The student not gone home all night can be investigated and hidden daytime in the student of dormitory, convenient for effectively activity of the management student in dormitory
And go to check without each dormitory of dormitory management teacher, can also learn at the first time student dormitory abnormality, if learn
It also being capable of timely processing outside hair tonic business.By the corresponding dormitory floor number of each student of typing, dorm room number, bedroom bed
The student of abnormality, can occur with precise positioning in paving number and student name.
Further description further includes information amended record when entering, going out；If student when entering or going out, not at
Work(carries out face recognition, then student opens dormitory door by way of swiping the card, while by the permission of dormitory management teacher, manually
Change student go to bed or the status information from bedroom；If some student face recognition in dormitory Men Yunsuo setting numbers is lost
It loses, server then prompts dormitory management teacher to replace student's facial image that the student has stored.
The precision of the operation Programmable detection of face recognition cannot be guaranteed that each student can perfectly know after all
Do not judge, therefore when student's inlet/outlet opens the door failure, can also be opened the door by the mode swiped the card, but there is still a need for old to dormitory management
The state being gone to bed at teacher from bedroom changes.If lead to recognition failures due to the appearance variation of student, i.e., in dormitory door cloud
Face recognition fails in lock setting number, and server will prompt dormitory management teacher to replace the student face that the student has stored
Portion's image, to ensure the Effec-tive Function of dormitory Men Yunsuo.
Further description further includes the period management statistics to going to bed from bedroom in step B；In cutting for dormitory Men Yunsuo
Only in the period outside the period, going to bed, from the time of getting into bed for each student is counted, when dormitory management teacher can arbitrarily choose a certain section
Between, and the student information going to bed from bedroom is recalled from server；In the deadline section of dormitory Men Yunsuo, student is only capable of passing through place
The permission of house management teacher passes in and out dormitory door.
School wishes student by defined daily schedule carry out activity, and some students are often closing on dormitory Men Yunsuo's
Dormitory is just passed in and out in deadline section, dormitory management teacher can transfer from server is closing on disengaging in deadline section
Student information educates them.Just and for dormitory Men Yunsuo deadline section in pass in and out dormitory student, in order to
Warning, student oneself cannot open dormitory door, and dormitory door is opened for it to carry out punishment religion by the permission of dormitory management teacher
It educates.
Further description further includes state recognition of asking for leave；If certain classmate asks for leave, teacher is managed by bedroom and is entered
Server is registered, and is cancelled to the going to bed of the classmate that asks for leave, the statistic record from bedroom.
In the management of dormitory, the case where student asks for leave has been frequently encountered, and dormitory management teacher needs to examine in dormitory
Verification is compared with the information of written request for leave in the case where looking into, and increases the workload of dormitory management teacher, to solve such situation,
Provided with ask for leave state recognition the step of, bedroom management teacher enter server carry out registration may dispense with to asking for leave classmate's
The verification going to bed from bedroom state, it is simple and convenient.
Further description further includes visitor's record；If parent or other school teachers pass in and out dormitory, by dormitory management
Teacher opens dormitory Men Yunsuo, while corresponding outer camera or interior camera will be carried out by the face image of dormitory door personnel
Acquisition and recording is simultaneously identified.
The facial information that visitor is acquired while registration to visitor is conducive to the monitoring that visitor is passed in and out to dormitory,
Ensure the safety of student and dormitory property.
A kind of Dormitory management system based on bidirectional camera shooting tribal chief's face lock, including outer camera, interior camera, dormitory
Men Yunsuo and server；The outer camera, interior camera, dormitory Men Yunsuo are connected to server by information network；It is described
Outer camera is installed on the outside of dormitory door and direction, the interior camera are installed on the inside of dormitory door simultaneously outdoors towards dormitory
Towards direction in dormitory door；
Further include：Message Entry System is used for the corresponding dormitory floor number of the face information of each student, dormitory
Room number, dormitory bed number and student name are entered into server correspondingly；
Face acquires and identifying system, for collected face information to be compared with the information of server, if institute
The image comparison success for stating the collected student's face image of outer camera and the server is then opened the door and by student's state
By from getting into bed labeled as going to bed and being recorded, being simultaneously emitted by sound and light signal and being reminded；If collected of interior camera
Life face image and the image comparison success in the server, then open the door and be labeled as student's state from bedroom simultaneously by going to bed
It is recorded, is simultaneously emitted by sound and light signal and is reminded；
Information announcement system；It is the student to get into bed for the label in the deadline section by dormitory Men Yunsuo at night
Information is sent at dormitory management teacher, by deadline of the dormitory Men Yunsuo in daytime section, labeled as go to bed
Raw information is sent at dormitory management teacher.
Further description further includes the information amended record system entered, gone out, for manually changing face recognition failure
And the student for entering dormitory by way of swiping the card go to bed or from bedroom state.
Further description further includes going to bed from period management statistics system of getting into bed, for the cut-off in dormitory Men Yunsuo
It in period outside period, counts, transfer the going to bed of each student, from the time of getting into bed.
Further description further includes the system of asking for leave；For cancelling the statistics note to the going to bed of the classmate that asks for leave, from bedroom
Record.
Further description further includes that visitor records system；Dormitory is passed in and out for acquisition and recording parent or other teachers
Influence and be identified.
The above content is only presently preferred embodiments of the present invention, for those of ordinary skill in the art, according to the present invention
Thought, there will be changes in the specific implementation manner and application range, and the content of the present specification should not be construed as to the present invention
Limitation.
Claims (10)
1. a kind of Dormitory management method based on bidirectional camera shooting tribal chief's face lock, it is characterised in that：Including outer camera, interior take the photograph
As head, dormitory Men Yunsuo and server；The outer camera, interior camera, dormitory Men Yunsuo and server pass through information network
Connection；The outer camera is installed on the outside of dormitory door and direction, the interior camera are installed on dormitory outdoors towards dormitory
The inside of door and towards direction in dormitory door；
Management method includes the following steps：
Step A, data input process；The full facial information of the student of one whole dormitory building is subjected to typing, while will be each
The corresponding dormitory floor number of student, dorm room number, dormitory bed number and student name；
Step B, face information acquisition and identification；
If student, which looks on the bright side of things, enters dormitory, the face image of the outer camera acquisition student, and middle progress of uploading onto the server
Recognition of face, if the collected student's face image of the outer camera and the image comparison success in the server, are opened
Door and by student's state by from getting into bed labeled as going to bed and record；
When if student looks on the bright side of things, door walks out dormitory, the face image of the interior camera acquisition student, and in uploading onto the server into
Row recognition of face, if the collected student's face image of the interior camera and the image comparison success in the server,
It opens the door and is labeled as student's state from getting into bed and record by going to bed；
Step C, information announcement；The deadline section of the dormitory Men Yunsuo on the server settings daytime and evening, in cut-off
Between in section, student cannot open dormitory Men Yunsuo；In the deadline section of dormitory Men Yunsuo at night, the server will
It is sent at dormitory management teacher labeled as the student information from bedroom；In the deadline section of dormitory Men Yunsuo in daytime,
The server will be sent to labeled as the student information going to bed at dormitory management teacher.
2. a kind of Dormitory management method based on bidirectional camera shooting tribal chief's face lock according to claim 1, feature exist
In：It further include information amended record when entering, going out；If student when entering or going out, carries out face recognition, then student not successfully
Dormitory door is opened by way of swiping the card, while by the permission of dormitory management teacher, manually changing going to bed or from bedroom for student
Status information；If some student face recognition in dormitory Men Yunsuo setting numbers fails, server prompts dormitory pipe
Reason teacher replaces student's facial image that the student has stored.
3. a kind of Dormitory management method based on bidirectional camera shooting tribal chief's face lock according to claim 1, feature exist
In：Further include the period management statistics to going to bed from bedroom in step B；In period outside the deadline section of dormitory Men Yunsuo,
Going to bed, from the time of getting into bed for each student is counted, dormitory management teacher can arbitrarily choose certain a period of time, and be recalled just from server
The student information got into bed from bedroom；In the deadline section of dormitory Men Yunsuo, student be only capable of by the permission of dormitory management teacher into
Go out dormitory door.
4. a kind of Dormitory management method based on bidirectional camera shooting tribal chief's face lock according to claim 1, feature exist
In：It further include state recognition of asking for leave；If certain classmate asks for leave, server is entered by bedroom management teacher and is registered, is cancelled
To the going to bed of the classmate that asks for leave, the statistic record from bedroom.
5. a kind of Dormitory management method based on bidirectional camera shooting tribal chief's face lock according to claim 1, feature exist
In：It further include visitor's record；If parent or other school teachers pass in and out dormitory, dormitory Men Yunsuo is opened by dormitory management teacher,
Corresponding outer camera or interior camera will be acquired by the face image of dormitory door personnel simultaneously records and is identified.
6. a kind of Dormitory management system based on bidirectional camera shooting tribal chief's face lock, it is characterised in that：Including outer camera, interior take the photograph
As head, dormitory Men Yunsuo and server；The outer camera, interior camera, dormitory Men Yunsuo and server pass through information network
Connection；The outer camera is installed on the outside of dormitory door and direction, the interior camera are installed on dormitory outdoors towards dormitory
The inside of door and towards direction in dormitory door；
Further include：Message Entry System is used for the corresponding dormitory floor number of the face information of each student, dorm room
Number, dormitory bed number and student name be entered into server correspondingly；
Face acquires and identifying system, for collected face information to be compared with the information of server, if described outer
The image comparison success of the collected student's face image of camera and the server, then open the door and by student's state by from
It gets into bed labeled as going to bed and being recorded, is simultaneously emitted by sound and light signal and is reminded；If the collected student people of interior camera
Image comparison success in face image and the server then opens the door and is labeled as student's state from getting into bed and carry out by going to bed
Record, is simultaneously emitted by sound and light signal and is reminded；
Information announcement system；It is the student information got into bed for the label in the deadline section by dormitory Men Yunsuo at night
It is sent at dormitory management teacher, by the deadline section of the dormitory Men Yunsuo in daytime, believes labeled as the student going to bed
Breath is sent at dormitory management teacher.
7. a kind of Dormitory management system based on bidirectional camera shooting tribal chief's face lock according to claim 6, feature exist
In：Further include the information amended record system entered, gone out, is entered by way of swiping the card for manually changing face recognition failure
The student's of dormitory go to bed or from bedroom state.
8. a kind of Dormitory management system based on bidirectional camera shooting tribal chief's face lock according to claim 6, feature exist
In：Further include going to bed from bedroom period management statistics system, is used in the period outside the deadline section of dormitory Men Yunsuo, system
It counts, transfer the going to bed of each student, from the time of getting into bed.
9. a kind of Dormitory management system based on bidirectional camera shooting tribal chief's face lock according to claim 6, feature exist
In：It further include the system of asking for leave；For cancelling to the going to bed of the classmate that asks for leave, the statistic record from bedroom.
10. a kind of Dormitory management system based on bidirectional camera shooting tribal chief's face lock according to claim 6, feature exist
In：Further include that visitor records system；The influence of dormitory is passed in and out for acquisition and recording parent or other teachers and is identified.
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| CN110084925A (en) * | 2019-04-03 | 2019-08-02 | 南京邮电大学 | A kind of university dormitory management method and its system based on recognition of face |
| CN110363893A (en) * | 2019-07-09 | 2019-10-22 | 汉王智联(武汉)科技有限公司 | A kind of dormitory based on recognition of face is gone to bed abnormal data statistical method and system |
| CN110689655A (en) * | 2019-09-17 | 2020-01-14 | 南昌大学 | An integrated system of dormitory access control management based on face recognition |
| 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 |
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| CN112509166A (en) * | 2020-12-07 | 2021-03-16 | 新哲教育发展(深圳)有限公司 | Student sleeping management system and method |
| CN112862995A (en) * | 2020-12-30 | 2021-05-28 | 广东科裕智能科技有限公司 | Dormitory management method, dormitory management system and storage medium thereof |
| CN113160470A (en) * | 2021-04-22 | 2021-07-23 | 安徽中屏科技有限公司 | Dormitory management system based on bracelet is dressed to intelligence |
| CN113298993A (en) * | 2021-04-29 | 2021-08-24 | 杭州魔点科技有限公司 | Personnel access management method and system based on face recognition |
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| CN113298993A (en) * | 2021-04-29 | 2021-08-24 | 杭州魔点科技有限公司 | Personnel access management method and system based on face recognition |
| CN114202838A (en) * | 2021-12-06 | 2022-03-18 | 济南浪潮智投智能科技有限公司 | A dormitory access control management system and method |
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Application publication date: 20180928 |