CN108876276A - Automatic Work attendance method and device based on recognition of face - Google Patents
Automatic Work attendance method and device based on recognition of face Download PDFInfo
- Publication number
- CN108876276A CN108876276A CN201710406686.8A CN201710406686A CN108876276A CN 108876276 A CN108876276 A CN 108876276A CN 201710406686 A CN201710406686 A CN 201710406686A CN 108876276 A CN108876276 A CN 108876276A
- Authority
- CN
- China
- Prior art keywords
- attendance
- employee
- record
- checking
- face
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- 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
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/105—Human resources
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
-
- 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
- G07C1/00—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
- G07C1/10—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people together with the recording, indicating or registering of other data, e.g. of signs of identity
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Entrepreneurship & Innovation (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- Health & Medical Sciences (AREA)
- Operations Research (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Economics (AREA)
- Data Mining & Analysis (AREA)
- Quality & Reliability (AREA)
- General Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Human Computer Interaction (AREA)
- Multimedia (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Time Recorders, Dirve Recorders, Access Control (AREA)
Abstract
The invention discloses a kind of automatic Work attendance method and device based on recognition of face.The automatic Work attendance method based on recognition of face, including：Step S100：The facial image of the target object of camera acquisition is obtained in real time；Step S200：Identification is compared with the employee's face information prestored to obtain the identity of the target object in the facial image of the target object, when the identity of the target object is employee, the time of the matching identification and attendance fiducial time are compared to count checking-in result, and the checking-in result is stored in the personal attendance record of corresponding employee；Step S300：Request is checked in response to attendance record, and the personal attendance record of corresponding employee is rendered to attendance record and the display of calendar form.This is based on the automatic attendance checking device of recognition of face for realizing the above method.This method and device may be implemented the automatic attendance of recognition of face and intuitively show attendance record with calendar form.
Description
Technical field
The present invention relates to technical field of face recognition, relate more specifically to a kind of automatic Work attendance method based on recognition of face
And device.
Background technique
Present mode of checking card is usually to swipe the card, and fingerprint recognition or is write comments on a document manually, summarizes preservation after recording the time of checking card, such as
It is recorded in excel table, such form has the following problems：
A main problem is that the mode of checking card needs artificially to cooperate low efficiency, and there is the wind that substitution registers or swipes the card
Danger.
Another problem is to check card after record summarizes to be recorded in excel, it has not been convenient to intuitively check personal attendance note
Record.
Summary of the invention
The present invention is proposed in view of one or two above-mentioned problem.The present invention provides one kind to be based on recognition of face
Automatic Work attendance method and device.
One side according to an embodiment of the present invention provides one kind based on the automatic Work attendance method of recognition of face, including：
Step S100：The facial image of the target object of camera acquisition is obtained in real time；
Step S200：Identification is compared with the employee's face information prestored to obtain in the facial image of the target object
The identity for taking the target object, when the identity of the target object is employee, by the time of the matching identification and attendance
Fiducial time is compared to count checking-in result, and the personal attendance that the checking-in result is stored in corresponding employee is remembered
In record；
Step S300：Request is checked in response to attendance record, and the personal attendance record of corresponding employee is rendered to day
Go through the attendance record of form and display.
Illustratively, in the step S200, when the identity of the target object is employee, following steps are executed：
The time of the matching identification and attendance fiducial time are compared to count preliminary checking-in result；
The attendance approval information of corresponding employee is read from the office automation system；
The preliminary checking-in result is corrected based on the attendance approval information to obtain final checking-in result；
The final checking-in result is stored in the personal attendance record of corresponding employee.
Illustratively, described that the preliminary checking-in result is corrected to obtain final attendance knot based on the attendance approval information
Fruit includes：
If the preliminary checking-in result is that corresponding employee is absent from duty, but the attendance approval information shows the corresponding employee
The same day has a holiday, then is denoted as having a holiday by the situation of turning out for work in final checking-in result；
And/or if the preliminary checking-in result is that corresponding employee is absent from duty, but the attendance approval information shows the phase
It answers and goes on business on the day of employee, be then denoted as going on business by the situation of turning out for work in final checking-in result.
Illustratively, the attendance record of the calendar form includes employee name, the employee in the date range selected
Overall attendance situation and employee attendance situation daily in the date range selected.
Illustratively, described to check request in response to attendance record, by the personal attendance record rendering of corresponding employee
Include at the attendance record and display of calendar form：
It checks that the personal attendance record of corresponding employee is transferred in request according to attendance record, and is checked according to attendance record
Request generates corresponding calendar table, wherein the calendar watch lattice check in request the date range phase for intending checking with attendance record
Unanimously；
The personal attendance record is shown in the enterprising rower of calendar table；
The calendar table after display mark.
Illustratively, in the step S200, when the identity of the target object is non-employee, by the target pair
As being stored in stranger's record.
Illustratively, the step S300 includes：Whether the attendance record of detection attendance software checks request button by point
It hits, if detecting that the attendance record checks that request button is clicked, by the personal attendance record wash with watercolours of corresponding employee
Dye the attendance record of calendar form and display.
Illustratively, the method also includes step S400：
The personal attendance record of the corresponding employee is exported and stored.
Illustratively, further include the steps that carrying out In vivo detection to the target object in the step S200, if
In vivo detection does not pass through, then the unacceptable information of In vivo detection is marked in the personal attendance record of corresponding employee.
According to another aspect of an embodiment of the present invention, a kind of automatic attendance checking device based on recognition of face, the dress are also provided
It sets including processor, the computer program of memory and storage in the memory, described program is held by the processor
As above described in any item methods are realized when row.
Automatic Work attendance method and device according to an embodiment of the present invention based on recognition of face, uses recognition of face automatic
Attendance record is carried out, interoperation is not necessarily to, attendance can be carried out automatically, brings convenience and safety for attendance management；And
Attendance record can be also automatically generated, and is shown with calendar form, meets the needs of users such as employee are intuitively inquired and counted.
Detailed description of the invention
The embodiment of the present invention is described in more detail in conjunction with the accompanying drawings, the above and other purposes of the present invention,
Feature and advantage will be apparent.Attached drawing is used to provide to further understand the embodiment of the present invention, and constitutes explanation
A part of book, is used to explain the present invention together with the embodiment of the present invention, is not construed as limiting the invention.In the accompanying drawings,
Identical reference label typically represents same parts or step.
Fig. 1 is the schematic block of one embodiment of the automatic Work attendance method for realizing of the invention based on recognition of face
Figure；
Fig. 2 is the schematic block diagram of another embodiment of the automatic Work attendance method according to the present invention based on recognition of face；
Fig. 3 is the schematic block diagram of the third embodiment of the automatic Work attendance method according to the present invention based on recognition of face；
Fig. 4 is the process of one embodiment of the automatic Work attendance method and device according to the present invention based on recognition of face
Figure；
Fig. 5 is remembering for user query attendance for the automatic Work attendance method based on recognition of face and device according to the present invention
The flow chart of record and the one embodiment shown；
Fig. 6 is remembering for user query attendance for the automatic Work attendance method based on recognition of face and device according to the present invention
The schematic block diagram of record and the one embodiment shown；
Fig. 7 is the calendar formula of one embodiment of the automatic Work attendance method and device according to the present invention based on recognition of face
Attendance record display diagram；
Fig. 8 is that the equipment of one embodiment of the automatic Work attendance method and device according to the present invention based on recognition of face connects
Connect schematic diagram；
Fig. 9 is the schematic block diagram of one embodiment of the automatic attendance checking device according to the present invention based on recognition of face；
Figure 10 is another reality of the noninductive brush face module of the automatic attendance checking device according to the present invention based on recognition of face
Apply the schematic block diagram of example；
Figure 11 is that the management backstage of the automatic attendance checking device according to the present invention based on recognition of face and recognition of face image
The schematic block diagram of one embodiment of head connection；
Figure 12 is that the personal attendance details of the automatic attendance checking device according to the present invention based on recognition of face check module
The schematic block diagram of one embodiment；
Figure 13 is that the personal attendance details of the automatic attendance checking device according to the present invention based on recognition of face check module
The schematic block diagram of another embodiment；
Figure 14 is the schematic flow chart of the automatic Work attendance method based on recognition of face of further embodiment of the present invention.
Specific embodiment
In order to enable the object, technical solutions and advantages of the present invention become apparent, root is described in detail below with reference to accompanying drawings
According to example embodiments of the present invention.Obviously, described embodiment is only a part of the embodiments of the present invention, rather than this hair
Bright whole embodiments, it should be appreciated that the present invention is not limited by example embodiment described herein.Based on described in the present invention
The embodiment of the present invention, those skilled in the art's obtained all other embodiment in the case where not making the creative labor
It should all fall under the scope of the present invention.
Firstly, describing the automatic attendance side based on recognition of face for realizing one embodiment of the invention referring to Fig.1
The example of method.
In step 110, recognition of face camera is noninductive captures the face video passed through；The noninductive candid photograph, i.e., without
It needs the object of personnel or movement to cooperate, and captures or capture the video information of the face passed through automatically.Personnel or movement
The feeling that object is not taken.
In the step 120, it analyzes the face characteristic in the face video and is carried out with the employee's face information prestored pair
Than exporting the recognition result；
In step 130, recognition result is employee, then automatically saves the time of this identification.
In each embodiment of the present invention, which also may alternatively be without face identification functions
Common camera, face identification functions are realized by server or other equipment, are not defined herein.
In a specific embodiment, the check card realization step of module of noninductive brush face is：
Step 1. employee passes through in front of recognition of face camera, is not necessarily to any complex behavior.
Step 2. camera is noninductive capture video simultaneously returns to attendance recorder.
Step 3. attendance recorder analyzes video, extracts face characteristic, judges whether it is company personnel, result is returned to management
From the background.
In one example, recognition of face camera can be set to company's entrance top.It in another example, can be with
Recognition of face camera is set at company foreground.No matter camera is set to where, need to guarantee that recognition of face images as far as possible
The acquisition range covering of head is needed by the face location of the personnel of attendance.
The schematic block of another embodiment of Fig. 2 shows the according to the present invention automatic Work attendance method based on recognition of face
Figure.
As shown in Fig. 2, in step 210, management backstage receives the process of the noninductive candid photograph of recognition of face camera passback
Face video；
In a step 220, management backstage is analyzed the face characteristic in the face video and is believed with the employee's face prestored
Breath compares, and exports the recognition result；
In step 230, management backstage is employee for recognition result, automatically saves the time of this identification.
Fig. 3 shows the schematic of the third embodiment of the automatic Work attendance method according to the present invention based on recognition of face
Schematic block diagram.
As shown in figure 3, the more detailed realization step of its in one embodiment is：
In the step 310, in entrance arrangement recognition of face camera.It should be noted that in other examples,
Recognition of face camera can be deployed in other positions according to the needs of different company, such as a certain specific post employee
Station etc., it is not absolutely required to entrance etc. is arranged in.
In step 320, for employee when passing through entrance, camera is noninductive, and candid photograph face video returns to management backstage.
In a step 330, face characteristic in management backstage analysis video, exports recognition result automatically.
In step 340, management backstage receives recognition result, if not employee, then by this record storage strange
In people's record, checking-in state is not recorded；If it is employee, recognition time is automatically saved.
In step 350, time comparative analysis recognition time and attendance being arranged, real-time statistics go out checking-in result, and
It stores the result into employee's personal record.
In step 360, the attendance of calendar form is rendered in the request that response user exports checking-in result in browser end
Record.
In step 370, response user export or closing show the request of checking-in result.
It should be noted that in a further embodiment, in step 370, response user exports request and closes and shows
The request of checking-in result.
In a further embodiment, in step 350, further progress work attendance statistics and statistic record is automatically generated：It will
The recognition time and attendance fiducial time compare and analyze, and real-time statistics go out checking-in result, and result is stored automatically in
In employee's personal record.
Illustratively, checking-in result include working arrival time, whether late, time departure of coming off duty, whether leave early and
Whether absence from duty etc..Wherein, the working arrival time can be the attendance camera camera of attendance (that is, be used for) the on the day of attendance
The time for once capturing face, (identification can be compared after capturing face in consideration immediately, will examine in embodiments of the present invention
The time that the diligent same day captures face for the first time is for the first time compared the facial image of the target object on the day of being considered as attendance
The time of identification), the time that next time departure can capture face for the last time for attendance camera on the day of attendance (examines
Identification can be compared after capturing face in worry immediately, and last time on the day of attendance is captured face in embodiments of the present invention
Time be considered as the time that last time on the day of attendance the facial image of the target object is compared identification).If certain member
Company (not captured by attendance camera) is not reached on the day of work, then is absence from duty.
For example, attendance fiducial time, which is that system is pre-set, meets the time as defined in company's attendance, it may include working
Attendance reference time and next attendance reference time, such as can be by the workaday morning 9:00 is set as daily working attendance
Reference time, by workaday afternoon 5:00 is set as the daily next attendance reference time.If the working of some employee is supported
Be later than the working attendance reference time up to the time, then be it is late, otherwise not to be late；If the next time departure of some employee is early
In the next attendance reference time, then to leave early, otherwise not leave early.
It will be understood to those skilled in the art that checking-in result can also include other various feasible information, it is late, is early
It moves back, method of determination absent from duty can not also be defined herein using other various feasible modes.
In a further example, which further includes reading corresponding employee from office automation (OA) system
Go on business examination & approval and have a holiday examination & approval etc. attendances approval information the step of, work as if attendance approval information is shown as the employee in attendance
It state is to go on business or have a holiday, even if then attendance camera does not capture the employee on the day of, also not by the attendance of the employee
As a result it is denoted as absence from duty, but is to go on business or have a holiday according to the approval information respective markers of the OA system read by checking-in result.
That is, in this example, checking-in result can also include whether the information such as go on business, whether have a holiday.Specifically, the present invention shows
Example may include steps of：The time of the matching identification and attendance fiducial time are compared to count and tentatively examine
Diligent result；The attendance approval information of corresponding employee is read from the office automation system；Institute is corrected based on the attendance approval information
Preliminary checking-in result is stated to obtain final checking-in result；The final checking-in result is stored in the personal attendance note of corresponding employee
In record.The present embodiment is fed back to the attendance approval information of OA system by getting through human face identification work-attendance checking system and OA system
Attendance checking system can correct preliminary checking-in result with attendance approval information, avoid human face identification work-attendance checking system that from going on business or have a holiday
Employee be misidentified as situation absent from duty, improve the attendance accuracy of human face identification work-attendance checking system.In the phase of reference OA system
After closing information, the monthly accumulative checking-in result obtained according to this Work attendance method can be used as directly as the attendance foundation of employee
The foundation of of that month emolument granting.
Fig. 4 has used the stream of one embodiment of the automatic Work attendance method and device according to the present invention based on recognition of face
Cheng Tu；
As shown in figure 4, in step 410, before employee appears in camera；
At step 420, video flowing is transmitted to attendance recorder by camera；
In step 430, attendance recorder analysis is as a result, be transmitted to management backstage for result,
In step 440, management backstage receives recognition result, judges whether it is employee；
In step 450, if not employee, then this record storage attendance shape is not recorded into stranger's record
State；
In step 460, if it is employee, if it is employee, then time recognition time and attendance being arranged is to score
Analysis, real-time statistics go out checking-in result；
In step 470, employee's identification record and checking-in result are stored.
Fig. 5 shows examining for user query for the automatic Work attendance method based on recognition of face and device according to the present invention
The diligent flow chart recorded with the one embodiment shown；
As shown in figure 5, in step 510, employee access management backstage, such as visited from its PC by network
It asks；
In step 520, into attendance interface, the time is selected；
In step 530, the attendance record in request time section；
In step 540, browser renders to obtain detailed checking-in result；
In step 550, checking-in result is exported；
In step 560, interface is closed.
Fig. 6 shows examining for user query for the automatic Work attendance method based on recognition of face and device according to the present invention
The diligent schematic block diagram recorded with the one embodiment shown；
As shown in fig. 6, in step 610, management backstage receives the request that user logs in and enters navigation human-computer interaction interface；
In step 620, navigation human-computer interaction interface in response to attendance query request and correspondingly transfer the man-machine friendship of attendance
Mutual interface；
In act 630, attendance human-computer interaction interface transfers attendance record according to user's request；
In step 640, the attendance record is being rendered into calendar form and is being exposed to user.
Fig. 7 shows the day of one embodiment of the automatic Work attendance method and device according to the present invention based on recognition of face
Go through formula attendance record display diagram；
As shown in fig. 7, for an anonymous, its examining in specific period can be browsed in the form of calendar
Diligent record, such as the date left early or be late intuitively Biao Zhu not can be counted or be exported at specific circle signs
Deng operation.
Fig. 8 shows setting for one embodiment of the automatic Work attendance method and device according to the present invention based on recognition of face
Standby connection schematic diagram.
As shown in figure 8, a camera is connected with a server or work station, personal computer or other terminals
Then for accessing server or work station, the server or work station are configurable to management backstage or attendance recorder etc. and set accordingly
It is standby.Wherein it should be noted that the component of the device of Fig. 8 and structure be it is illustrative, and not restrictive, it is as needed, described
Device also can have other assemblies and structure.
Fig. 9 shows the schematic block of one embodiment of the automatic attendance checking device according to the present invention based on recognition of face
Figure；
As shown in figure 9, after the exemplary automatic attendance checking device based on recognition of face includes recognition of face camera, management
Platform；Recognition of face camera is connected with management backstage, and recognition of face camera is set as the noninductive face video captured and passed through；
Management backstage includes noninductive brush face module, and noninductive brush face module includes：
Face receives video module, the people of the process for receiving the noninductive candid photograph of the recognition of face camera and returning
Face video；
Human face analysis module, for analyze the face characteristic in the face video and with employee's face information for prestoring into
Row comparison, exports the recognition result；
Attendance record module, for carrying out the recognition time that the recognition result of the output in human face analysis module is employee
Record automatically saves the time of this identification of the employee.
In another specific embodiment, recognition of face camera is deployed in entrance, the recognition of face camera
The automatic object with face captured or noninductive candid photograph is passed through.
Figure 10 shows the another of the noninductive brush face module of the automatic attendance checking device according to the present invention based on recognition of face
The schematic block diagram of a embodiment；
As shown in Figure 10, noninductive brush face module includes that a face receives video module, a human face analysis module, attendance note
Module, a stranger identification module, a member work face database are recorded,
Face receives video module, the people of the process for receiving the noninductive candid photograph of the recognition of face camera and returning
Face video；
Human face analysis module, for analyze the face characteristic in the face video and with employee's face information for prestoring into
Row comparison, exports the recognition result；
Attendance record module, for carrying out the recognition time that the recognition result of the output in human face analysis module is employee
Record automatically saves the time of this identification of the employee；
Human face analysis module calls employee's face database is analyzed；
Stranger, which recognizes module and is used to receive in the output result of human face analysis module, to be confirmed if not employee, then will
This record storage does not record checking-in state in stranger records.
Figure 11 shows the management backstage and recognition of face of the automatic attendance checking device according to the present invention based on recognition of face
The schematic block diagram of one embodiment of camera connection；
As shown in figure 11, in one embodiment, recognition of face camera is connected with management backstage, recognition of face camera shooting
Head is set as the noninductive face video captured and passed through, and management backstage specific implementation is broadly divided into three modules：
1. noninductive brush face module：
Face video for the process for receiving and analyzing the noninductive candid photograph of recognition of face camera and return, by recognition result
It is recorded for the recognition time of employee, that is, automatically saves the time of this identification of the employee.
2. checking-in state analysis module：
Checking-in state analysis module is used to the record in attendance record module carrying out work attendance statistics, is used for recognition time
It is compared and analyzed with attendance fiducial time, real-time statistics go out checking-in result, and result is stored automatically in employee's personal record
In.
3. people's attendance details check module：
Personal attendance details check module for responding the inquiry request of user and rendering attendance record in browser end
It is shown at calendar form.
In a specific embodiment, checking-in state analysis module comprises the following modules：
Recognition result judgment module；Management backstage receives recognition result and then this record storage exists if not employee
In stranger's record, checking-in state is not recorded.
Stranger recognizes module：If it is employee, then time comparative analysis recognition time and attendance being arranged is united in real time
Checking-in result is counted out, and is stored the result into employee's personal record.
The personal attendance details that Figure 12 shows the automatic attendance checking device according to the present invention based on recognition of face check mould
The schematic block diagram of one embodiment of block；
As shown in figure 12, management backstage at least further includes a human-computer interaction device, a browser end, people's attendance details
Check that module, personal attendance details check that module includes：
Log-in module, management backstage receive the request that user logs in and enter navigation human-computer interaction interface；
Navigation module, navigation human-computer interaction interface in response to attendance query request and correspondingly transfer attendance human-computer interaction circle
Face；
Attendance query module, attendance human-computer interaction interface transfer attendance record according to user's request；
Attendance record calendar display module, the attendance record are being rendered into calendar form and are being exposed to user.
The personal attendance details that Figure 13 shows the automatic attendance checking device according to the present invention based on recognition of face check mould
The schematic block diagram of another embodiment of block.
Management backstage at least further includes that a human-computer interaction device, a browser end, people's attendance details check module, a
People's attendance details check that module includes：
Log-in module, management backstage receive the request that user logs in and enter navigation human-computer interaction interface；
Navigation module, navigation human-computer interaction interface in response to attendance query request and correspondingly transfer attendance human-computer interaction circle
Face；
Attendance query module, attendance human-computer interaction interface transfer attendance record according to user's request；
Attendance record calendar display module, the attendance record are being rendered into calendar form and are being exposed to user；
Attendance record export module, for after attendance record is demonstrated, the request that response user exports checking-in result will
The attendance record of calendar form exports；
And/or interface module is closed, attendance record exhibition is closed for closing the request of displaying checking-in result in response to user
Show interface.
In a specific embodiment, in the attendance query module, attendance human-computer interaction interface is according to being selected
Date range, transfer the attendance record in the date range, attendance record includes recognition time record and checking-in state；
It should be noted that attendance record calendar display module, wherein attendance record is rendered into calendar shape in browser end
Formula is shown.
In a specific embodiment, the user of an entitled employee carries out checking that personal attendance details follow following step
Suddenly：
Step 1：Employee logs in management backstage.
Step 2：It clicks navigation and enters attendance interface.
Step 3：Option date requests the attendance record in this section.
Step 4：Backstage returns to identification record and checking-in state, browser are rendered to calendar form and are shown.
Step 5：Employee selects export checking-in result or closes interface.
Illustratively, the automatic attendance checking device according to an embodiment of the present invention based on recognition of face can be with memory
It is realized in the unit or system of processor.
Automatic attendance checking device according to an embodiment of the present invention based on recognition of face can be deployed in the faces such as gate inhibition's TV
At Image Acquisition end, for example, the Image Acquisition end of access control system can be deployed in security protection application field；It is led in financial application
Domain can be deployed at personal terminal, smart phone, tablet computer, personal computer etc..It is according to an embodiment of the present invention
Terminal subject replacing options and device can also be deployed at server end (or cloud) and personal terminal with being distributed.
The automatic Work attendance method and device based on recognition of face of the above each embodiment of the present invention, it is only of the invention
Exemplary partial embodiment.Under the premise of not departing from invention original idea, introduced below in conjunction with Figure 14 of the invention another
One kind of a embodiment is based on the automatic Work attendance method of recognition of face.The automatic Work attendance method based on recognition of face, including it is as follows
Step：
Step S100：The facial image of the target object of camera acquisition is obtained in real time；
Step S200：Identification is compared with the employee's face information prestored to obtain in the facial image of the target object
The identity for taking the target object, when the identity of the target object is employee, by the time of the matching identification and attendance
Fiducial time is compared to count checking-in result, and the personal attendance that the checking-in result is stored in corresponding employee is remembered
In record；
Step S300：Request is checked in response to attendance record, and the personal attendance record of corresponding employee is rendered to day
Go through the attendance record of form and display.
The automatic Work attendance method based on recognition of face of the embodiment of the present invention, may be implemented the automatic attendance of recognition of face and
Attendance record is intuitively shown with calendar form, the intuitive that the convenience and checking-in result for improving attendance are checked.
In one example, in the step S200, when the identity of the target object is employee, following step is executed
Suddenly：
The time of the matching identification and attendance fiducial time are compared to count preliminary checking-in result；
The attendance approval information of corresponding employee is read from office automation (OA) system；
The preliminary checking-in result is corrected based on the attendance approval information to obtain final checking-in result；
The final checking-in result is stored in the personal attendance record of corresponding employee.
The embodiment of the present invention is by the way that the attendance approval information for reading corresponding employee from office automation (OA) system to be used in combination
To correct preliminary checking-in result, it is ensured that final checking-in result is consistent with actual conditions.Relative to check card, register etc. not with
The accuracy of checking-in result can be improved in the attendance mode that OA system is got through, the embodiment of the present invention.
Further, in one example, it is described based on the attendance approval information correct the preliminary checking-in result with
Final checking-in result is obtained, including：
If the preliminary checking-in result is that corresponding employee is absent from duty, but the attendance approval information shows the corresponding employee
The same day has a holiday, then is denoted as having a holiday by the situation of turning out for work in final checking-in result；
And/or if the preliminary checking-in result is that corresponding employee is absent from duty, but the attendance approval information shows the phase
It answers and goes on business on the day of employee, be then denoted as going on business by the situation of turning out for work in final checking-in result.
Certainly, the embodiment of the present invention can also carry out other various reasonable checking-in results according to attendance approval information and repair
Just, it is not defined herein.
In one example, the attendance record of the calendar form includes employee name, the employee on the date selected
The overall attendance situation (such as normal working number of days, late number, number of leaving early, number of days absent from duty etc.) of range and the employee
Daily attendance situation (such as be late, leave early, absence from duty, commuter time etc.) in the date range selected, specifically can be with
Referring to shown in Fig. 7.Certainly, the attendance record of the calendar form of the embodiment of the present invention can also include other content, herein not
It is defined.Attendance record by making calendar form includes that employee name, the employee are total the date range selected
Body attendance situation and employee attendance situation daily in the date range selected, it is ensured that the exhibition of checking-in result
Show more intuitive.
In one example, described to check request in response to attendance record, by the personal attendance record of corresponding employee
The attendance record and display for being rendered to calendar form include the following steps：
It checks that the personal attendance record of corresponding employee is transferred in request according to attendance record, and is checked according to attendance record
Request generates corresponding calendar table, wherein the calendar watch lattice check in request the date range phase for intending checking with attendance record
Unanimously (such as the attendance record in December, 2016 is checked in request, then generates the calendar table in December, 2016)；
The personal attendance record is shown in the enterprising rower of calendar table；
The calendar table after display mark.
Certainly, described to check request in response to attendance record, the personal attendance record of corresponding employee is rendered to day
The method going through the attendance record of form and showing can also be realized by other feasible methods, is not defined herein.
In a specific example, in the step S200, when the identity of the target object is non-employee, by institute
Target object is stated to be stored in stranger's record.It wherein, can by the way that the target object of non-employee to be stored in stranger's record
To understand stranger's visiting situation of office space.
In one example, the step S300 includes：Whether the attendance record of detection attendance software checks request button
It is clicked, if detecting that the attendance record checks that request button is clicked, by the personal attendance note of corresponding employee
Attendance record and the display of calendar form are rendered in record.
Whether the embodiment of the present invention is checked by detection attendance record requests button to be clicked accordingly to determine whether to generate
The attendance record of calendar form operates more easy to use relative to other modes.
Illustratively, the method for the present embodiment further includes step S400：By the personal attendance note of the corresponding employee
Record is exported and is stored.It exports and stores by the personal attendance record of realization, be advantageously implemented the migration to personal attendance record.
It further include the step that In vivo detection is carried out to the target object in the step S200 in a specific example
Suddenly, if In vivo detection does not pass through, the unacceptable information of In vivo detection is marked in the personal attendance record of corresponding employee.It is logical
The increase In vivo detection information in attendance record is crossed, the case where carrying out false attendance with photo etc. can be traced, thus certain
The generation of employee's falseness attendance event is avoided in degree.
Another embodiment of the invention also provides a kind of automatic attendance checking device based on recognition of face, which includes place
Manage device, memory and storage computer program in the memory, described program can be with when being executed by the processor
Realize method as described above.
Recognition of face may be implemented certainly in automatic Work attendance method and device according to an embodiment of the present invention based on recognition of face
It moves attendance and attendance record is shown intuitively with calendar form, the convenience and checking-in result for improving attendance are checked intuitive
Property.
Those of ordinary skill in the art may be aware that list described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
It is implemented in hardware or software, the specific application and design constraint depending on technical solution.Professional technician
Each specific application can be used different methods to achieve the described function, but this realization is it is not considered that exceed
The scope of the present invention.
Each module in automatic attendance checking device according to an embodiment of the present invention based on recognition of face can be by according to this
The processor of the automatic attendance checking device based on recognition of face of inventive embodiments runs the computer program stored in memory
Instruction is to realize, or can deposit in the computer readable storage medium of computer program product according to an embodiment of the present invention
The realization when computer instruction of storage is run by computer.
Although describing example embodiment by reference to attached drawing here, it should be understood that above example embodiment are only exemplary
, and be not intended to limit the scope of the invention to this.Those of ordinary skill in the art can carry out various changes wherein
And modification, it is made without departing from the scope of the present invention and spiritual.All such changes and modifications are intended to be included in appended claims
Within required the scope of the present invention.
Those of ordinary skill in the art may be aware that list described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
It is implemented in hardware or software, the specific application and design constraint depending on technical solution.Professional technician
Each specific application can be used different methods to achieve the described function, but this realization is it is not considered that exceed
The scope of the present invention.
In several embodiments provided herein, it should be understood that disclosed device and method can pass through it
Its mode is realized.For example, apparatus embodiments described above are merely indicative, for example, the division of the module, only
Only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components can be tied
Another equipment is closed or is desirably integrated into, or some features can be ignored or not executed.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that implementation of the invention
Example can be practiced without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this specification.
Similarly, it should be understood that in order to simplify the present invention and help to understand one or more of the various inventive aspects,
To in the description of exemplary embodiment of the present invention, each feature of the invention be grouped together into sometimes single embodiment, figure,
Or in descriptions thereof.However, the method for the invention should not be construed to reflect following intention：It is i.e. claimed
The present invention claims features more more than feature expressly recited in each claim.More precisely, as corresponding
As claims reflect, inventive point is that all features less than some disclosed single embodiment can be used
Feature solves corresponding technical problem.Therefore, it then follows thus claims of specific embodiment are expressly incorporated in the tool
Body embodiment, wherein each, the claims themselves are regarded as separate embodiments of the invention.
It will be understood to those skilled in the art that any combination pair can be used other than mutually exclusive between feature
All features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so disclosed any method
Or all process or units of equipment are combined.Unless expressly stated otherwise, this specification (is wanted including adjoint right
Ask, make a summary and attached drawing) disclosed in each feature can be replaced with an alternative feature that provides the same, equivalent, or similar purpose.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included certain features rather than other feature, but the combination of the feature of different embodiments mean it is of the invention
Within the scope of and form different embodiments.For example, in detail in the claims, embodiment claimed it is one of any
Can in any combination mode come using.
Various component embodiments of the invention can be implemented in hardware, or to run on one or more processors
Software module realize, or be implemented in a combination thereof.It will be understood by those of skill in the art that can be used in practice
Microprocessor or digital signal processor (DSP) realize some moulds in article analytical equipment according to an embodiment of the present invention
The some or all functions of block.The present invention is also implemented as a part or complete for executing method as described herein
The program of device (for example, computer program and computer program product) in portion.It is such to realize that program of the invention can store
On a computer-readable medium, it or may be in the form of one or more signals.Such signal can be from internet
Downloading obtains on website, is perhaps provided on the carrier signal or is provided in any other form.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and ability
Field technique personnel can be designed alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference symbol between parentheses should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" located in front of the element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real
It is existing.In the unit claims listing several devices, several in these devices can be through the same hardware branch
To embody.The use of word first, second, and third does not indicate any sequence.These words can be explained and be run after fame
Claim.
The above description is merely a specific embodiment or to the explanation of specific embodiment, protection of the invention
Range is not limited thereto, and anyone skilled in the art in the technical scope disclosed by the present invention, can be easily
Expect change or replacement, should be covered by the protection scope of the present invention.Protection scope of the present invention should be with claim
Subject to protection scope.
Claims (10)
1. a kind of automatic Work attendance method based on recognition of face, including：
Step S100：The facial image of the target object of camera acquisition is obtained in real time；
Step S200：Identification is compared with the employee's face information prestored to obtain in the facial image of the target object
The identity for stating target object, when the identity of the target object is employee, by the time of the matching identification and attendance benchmark
Time is compared to count checking-in result, and the checking-in result is stored in the personal attendance record of corresponding employee
In；
Step S300：Request is checked in response to attendance record, and the personal attendance record of corresponding employee is rendered to calendar shape
The attendance record of formula and display.
2. being employee in the identity of the target object the method for claim 1, wherein in the step S200
When, execute following steps：
The time of the matching identification and attendance fiducial time are compared to count preliminary checking-in result；
The attendance approval information of corresponding employee is read from the office automation system；
The preliminary checking-in result is corrected based on the attendance approval information to obtain final checking-in result；
The final checking-in result is stored in the personal attendance record of corresponding employee.
3. method according to claim 1 or 2, wherein described to correct the preliminary attendance based on the attendance approval information
As a result include to obtain final checking-in result：
If the preliminary checking-in result is that corresponding employee is absent from duty, but the attendance approval information shows corresponding employee's same day
It has a holiday, is then denoted as having a holiday by the situation of turning out for work in final checking-in result；
And/or if the preliminary checking-in result is that corresponding employee is absent from duty, but the attendance approval information shows the corresponding member
It goes on business on the day of work, is then denoted as going on business by the situation of turning out for work in final checking-in result.
4. method according to claim 1 or 2, wherein the attendance record of the calendar form includes employee name, the employee
In the overall attendance situation of the date range selected and the employee attendance feelings daily in the date range selected
Condition.
5. method according to claim 1 or 2, wherein it is described to check request in response to attendance record, by the institute of corresponding employee
State that personal attendance record is rendered to the attendance record of calendar form and display includes：
It checks that the personal attendance record of corresponding employee is transferred in request according to attendance record, and request is checked according to attendance record
Corresponding calendar table is generated, wherein the calendar watch lattice check in request the date range phase one for intending checking with attendance record
It causes；
The personal attendance record is shown in the enterprising rower of calendar table；
The calendar table after display mark.
6. method according to claim 1 or 2, wherein be non-in the identity of the target object in the step S200
When employee, the target object is stored in stranger's record.
7. method according to claim 1 or 2, wherein the step S300 includes：The attendance record of detection attendance software is looked into
See whether request button is clicked, if detecting that the attendance record checks that request button is clicked, by corresponding employee's
Individual's attendance record is rendered to attendance record and the display of calendar form.
8. method as described in any one of claim 1 to 7, wherein the method also includes step S400：
The personal attendance record of the corresponding employee is exported and stored.
9. method as claimed in any one of claims 1 to 8, wherein in the step S200 further include to the target pair
As the step of carrying out In vivo detection, if In vivo detection does not pass through, living body is marked in the personal attendance record of corresponding employee
Detect unacceptable information.
10. a kind of automatic attendance checking device based on recognition of face, in the memory including processor, memory and storage
Computer program, described program realize the described in any item methods of claim 1 to 9 when being executed by the processor.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710406686.8A CN108876276A (en) | 2017-06-02 | 2017-06-02 | Automatic Work attendance method and device based on recognition of face |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710406686.8A CN108876276A (en) | 2017-06-02 | 2017-06-02 | Automatic Work attendance method and device based on recognition of face |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108876276A true CN108876276A (en) | 2018-11-23 |
Family
ID=64321088
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710406686.8A Pending CN108876276A (en) | 2017-06-02 | 2017-06-02 | Automatic Work attendance method and device based on recognition of face |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108876276A (en) |
Cited By (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109559399A (en) * | 2018-12-18 | 2019-04-02 | 深圳市致善科技有限公司 | User registers method, system and storage medium and terminal device |
| CN109741477A (en) * | 2018-12-27 | 2019-05-10 | 深圳市商汤科技有限公司 | Work attendance management system, method and electronic equipment |
| CN109840962A (en) * | 2018-12-27 | 2019-06-04 | 北京智慧云行科技有限责任公司 | Recognition of face movable attendance checking system and method |
| CN110047162A (en) * | 2019-04-04 | 2019-07-23 | 安徽博诺思信息科技有限公司 | A kind of Work attendance method and system based on recognition of face |
| CN110175522A (en) * | 2019-04-24 | 2019-08-27 | 深圳智慧林网络科技有限公司 | Work attendance method, system and Related product |
| CN110189111A (en) * | 2019-06-06 | 2019-08-30 | 名创优品（横琴）企业管理有限公司 | Work attendance method and device |
| CN110349672A (en) * | 2019-06-18 | 2019-10-18 | 深圳壹账通智能科技有限公司 | A kind of intelligent control method, device, computer equipment and storage medium |
| CN110400124A (en) * | 2019-07-25 | 2019-11-01 | 珠海格力电器股份有限公司 | Attendance monitoring system and method and computer readable storage medium |
| CN110503391A (en) * | 2019-07-31 | 2019-11-26 | 广州竞德信息技术有限公司 | System is verified in recognition of face |
| CN110782228A (en) * | 2019-10-25 | 2020-02-11 | 上海燕汐软件信息科技有限公司 | Working duration obtaining method and device, electronic equipment and storage medium |
| CN110956712A (en) * | 2019-12-27 | 2020-04-03 | 深圳云谷星辰信息技术有限公司 | Attendance management system and attendance management method |
| CN111612930A (en) * | 2020-04-14 | 2020-09-01 | 安徽中迅徽软科技有限公司 | Attendance system and method |
| CN111652053A (en) * | 2020-04-21 | 2020-09-11 | 济南浪潮高新科技投资发展有限公司 | Employee attendance checking method, device and medium |
| CN111680649A (en) * | 2020-06-12 | 2020-09-18 | 杭州海康威视数字技术股份有限公司 | Method and device for detecting persons present and data processing device |
| CN111681330A (en) * | 2020-04-16 | 2020-09-18 | 福建星网物联信息系统有限公司 | Noninductive attendance checking method and equipment |
| CN111739182A (en) * | 2020-05-19 | 2020-10-02 | 深圳市商汤科技有限公司 | Attendance checking method and device, electronic equipment and storage medium |
| CN111798605A (en) * | 2019-03-22 | 2020-10-20 | 金德奎 | Access control or monitoring or sign-in or guiding system based on face recognition and method thereof |
| CN112991567A (en) * | 2021-02-07 | 2021-06-18 | 广州大学 | Attendance management system based on WIFI positioning and face recognition and control method thereof |
| CN113140051A (en) * | 2020-01-20 | 2021-07-20 | 上海依图信息技术有限公司 | Attendance checking method and device, electronic equipment and storage medium |
| CN113362020A (en) * | 2021-05-31 | 2021-09-07 | 华诺智能(深圳)有限公司 | Workshop personnel management and control system and management and control method based on face recognition technology |
| CN116362707A (en) * | 2023-05-18 | 2023-06-30 | 深圳市黑金工业制造有限公司 | Intelligent campus attendance data analysis system and method based on information identification |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1506889A (en) * | 2002-12-09 | 2004-06-23 | 英业达股份有限公司 | Network system and method for enterprise attendance management |
| CN103839301A (en) * | 2014-03-19 | 2014-06-04 | 山东大学 | Working method of intelligent attendance system based on video tracking and face recognition |
| CN105976444A (en) * | 2016-04-28 | 2016-09-28 | 信阳师范学院 | Video image processing method and apparatus |
| CN106127452A (en) * | 2016-06-27 | 2016-11-16 | 陈包容 | A kind of method and device of intelligently setting attendance checking calendar |
| CN106296112A (en) * | 2016-07-28 | 2017-01-04 | 广州猫眼网络科技有限公司 | Attendance checking system based on recognition of face, method and device thereof |
| CN106548328A (en) * | 2016-11-30 | 2017-03-29 | 北京恒华伟业科技股份有限公司 | Work attendance statistics system and method |
-
2017
- 2017-06-02 CN CN201710406686.8A patent/CN108876276A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1506889A (en) * | 2002-12-09 | 2004-06-23 | 英业达股份有限公司 | Network system and method for enterprise attendance management |
| CN103839301A (en) * | 2014-03-19 | 2014-06-04 | 山东大学 | Working method of intelligent attendance system based on video tracking and face recognition |
| CN105976444A (en) * | 2016-04-28 | 2016-09-28 | 信阳师范学院 | Video image processing method and apparatus |
| CN106127452A (en) * | 2016-06-27 | 2016-11-16 | 陈包容 | A kind of method and device of intelligently setting attendance checking calendar |
| CN106296112A (en) * | 2016-07-28 | 2017-01-04 | 广州猫眼网络科技有限公司 | Attendance checking system based on recognition of face, method and device thereof |
| CN106548328A (en) * | 2016-11-30 | 2017-03-29 | 北京恒华伟业科技股份有限公司 | Work attendance statistics system and method |
Cited By (25)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109559399A (en) * | 2018-12-18 | 2019-04-02 | 深圳市致善科技有限公司 | User registers method, system and storage medium and terminal device |
| WO2020134524A1 (en) * | 2018-12-27 | 2020-07-02 | 深圳市商汤科技有限公司 | Attendance management system and method, and electronic device |
| CN109741477A (en) * | 2018-12-27 | 2019-05-10 | 深圳市商汤科技有限公司 | Work attendance management system, method and electronic equipment |
| CN109840962A (en) * | 2018-12-27 | 2019-06-04 | 北京智慧云行科技有限责任公司 | Recognition of face movable attendance checking system and method |
| CN111798605A (en) * | 2019-03-22 | 2020-10-20 | 金德奎 | Access control or monitoring or sign-in or guiding system based on face recognition and method thereof |
| CN110047162A (en) * | 2019-04-04 | 2019-07-23 | 安徽博诺思信息科技有限公司 | A kind of Work attendance method and system based on recognition of face |
| CN110175522A (en) * | 2019-04-24 | 2019-08-27 | 深圳智慧林网络科技有限公司 | Work attendance method, system and Related product |
| CN110189111A (en) * | 2019-06-06 | 2019-08-30 | 名创优品（横琴）企业管理有限公司 | Work attendance method and device |
| CN110349672A (en) * | 2019-06-18 | 2019-10-18 | 深圳壹账通智能科技有限公司 | A kind of intelligent control method, device, computer equipment and storage medium |
| CN110400124A (en) * | 2019-07-25 | 2019-11-01 | 珠海格力电器股份有限公司 | Attendance monitoring system and method and computer readable storage medium |
| CN110503391A (en) * | 2019-07-31 | 2019-11-26 | 广州竞德信息技术有限公司 | System is verified in recognition of face |
| CN110782228A (en) * | 2019-10-25 | 2020-02-11 | 上海燕汐软件信息科技有限公司 | Working duration obtaining method and device, electronic equipment and storage medium |
| CN110956712A (en) * | 2019-12-27 | 2020-04-03 | 深圳云谷星辰信息技术有限公司 | Attendance management system and attendance management method |
| CN113140051A (en) * | 2020-01-20 | 2021-07-20 | 上海依图信息技术有限公司 | Attendance checking method and device, electronic equipment and storage medium |
| CN111612930A (en) * | 2020-04-14 | 2020-09-01 | 安徽中迅徽软科技有限公司 | Attendance system and method |
| CN111681330A (en) * | 2020-04-16 | 2020-09-18 | 福建星网物联信息系统有限公司 | Noninductive attendance checking method and equipment |
| CN111681330B (en) * | 2020-04-16 | 2021-10-22 | 福建星网物联信息系统有限公司 | Noninductive attendance checking method and equipment |
| CN111652053A (en) * | 2020-04-21 | 2020-09-11 | 济南浪潮高新科技投资发展有限公司 | Employee attendance checking method, device and medium |
| CN111739182A (en) * | 2020-05-19 | 2020-10-02 | 深圳市商汤科技有限公司 | Attendance checking method and device, electronic equipment and storage medium |
| CN111680649A (en) * | 2020-06-12 | 2020-09-18 | 杭州海康威视数字技术股份有限公司 | Method and device for detecting persons present and data processing device |
| CN111680649B (en) * | 2020-06-12 | 2023-10-24 | 杭州海康威视数字技术股份有限公司 | Method and device for detecting presence personnel and data processing device |
| CN112991567A (en) * | 2021-02-07 | 2021-06-18 | 广州大学 | Attendance management system based on WIFI positioning and face recognition and control method thereof |
| CN113362020A (en) * | 2021-05-31 | 2021-09-07 | 华诺智能(深圳)有限公司 | Workshop personnel management and control system and management and control method based on face recognition technology |
| CN116362707A (en) * | 2023-05-18 | 2023-06-30 | 深圳市黑金工业制造有限公司 | Intelligent campus attendance data analysis system and method based on information identification |
| CN116362707B (en) * | 2023-05-18 | 2023-11-03 | 深圳市黑金工业制造有限公司 | Intelligent campus attendance data analysis system and method based on information identification |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108876276A (en) | Automatic Work attendance method and device based on recognition of face | |
| CN112333549B (en) | Video processing method and device, electronic equipment and storage medium | |
| CN110709854A (en) | Identity information security monitoring method and system | |
| CN109214276A (en) | A kind of system and method for the target person track following based on face recognition technology | |
| CN104335252B (en) | Person recognition method | |
| CN109829381A (en) | A kind of dog only identifies management method, device, system and storage medium | |
| CN104200536A (en) | Attendance-checking system and attendance-checking method based on wechat platform | |
| CN113178030A (en) | Rapid clearance system based on multi-mode identity verification and health verification and operation method | |
| CN107516353A (en) | The human face identification work-attendance checking system of region detection | |
| CN108171105A (en) | A kind of scenic spot tourist real-name management system | |
| CN110807117B (en) | User relation prediction method and device and computer readable storage medium | |
| CN103559751A (en) | Auxiliary device and method for confirming cheating attendance behavior | |
| CN109598251A (en) | Testimony of a witness checking method, device, equipment and system and storage medium | |
| CN105654065A (en) | Digitization system for identity authentication and method thereof | |
| CN106127876A (en) | A kind of multi-screen is registered system | |
| Zhou | Application research of face recognition technology in smart campus | |
| CN104169977B (en) | Person recognition method | |
| CN207232409U (en) | A kind of integrated safe examination system of identity information | |
| CN109034830A (en) | A kind of management of personal money auxiliary system | |
| CN108090982A (en) | One kind is registered method, system and terminal device | |
| CN206505461U (en) | A kind of Work attendance device of energy face and fingerprint recognition | |
| CN115439796A (en) | Specific area personnel tracking and identifying method, system, electronic equipment and storage medium | |
| CN106910259A (en) | It is a kind of can the Time Attendance Device checked card of multipath | |
| CN110175522A (en) | Work attendance method, system and Related product | |
| CN107656959A (en) | A kind of message leaving method, device and message equipment |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20181123 |
|
| RJ01 | Rejection of invention patent application after publication |