CN107239763A - Check class attendance system based on recognition of face - Google Patents
Check class attendance system based on recognition of face Download PDFInfo
- Publication number
- CN107239763A CN107239763A CN201710419491.7A CN201710419491A CN107239763A CN 107239763 A CN107239763 A CN 107239763A CN 201710419491 A CN201710419491 A CN 201710419491A CN 107239763 A CN107239763 A CN 107239763A
- Authority
- CN
- China
- Prior art keywords
- face
- module
- student
- attendance
- faceform
- 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
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/20—Education
- G06Q50/205—Education administration or guidance
Abstract
The invention discloses a kind of check class attendance system based on recognition of face, by setting face detection module, Face detection module, with face tracking module, complete the detection to face, positioning, tracking, the automatic facial image for obtaining student, by setting student-directed module management student's essential information, faceform's generation module is set to generate the faceform of student, set face recognition module that the face of work attendance student is identified, complete work attendance, and inquiry and the management function of student attendance record are realized by attendance record module and enquiry module of turning out for work, it is achieved thereby that the automatic work attendance in classroom based on recognition of face, improve the efficiency of check class attendance, situations such as avoiding acting as fraudulent substitute for a person in work attendance, alleviate the workload of teacher.
Description
Technical field
The invention belongs to Intelligent campus technical field, it is related to a kind of attendance checking system, it is specifically a kind of based on recognition of face
Check class attendance system.
Background technology
Attendance checking system refer to it is a set of reach or leave meeting work shift for management unit or departmental staff, learn classroom
Deng attendance record equicorrelated case management system, be the product of attendance software and work attendance combination of hardware, grasp and manage list
Position or the dynamic of turning out for work of departmental staff.
Existing attendance checking system is mainly shown as independence or compound use radio-frequency card, fingerprint recognition, several skills of recognition of face
The special work attendance machine equipment of art.Wherein, recognition of face is recently as computer technology, image processing techniques, pattern-recognition
The rapid advances such as technology, and a kind of brand-new biometrics identification technology occurred.Due to can be widely applied to safety verification, regarding
The numerous areas such as frequency monitoring, access control, recognition speed is fast, discrimination is high, therefore has become identity recognizing technology research
The main developing direction in field.
The human face identification work-attendance checking system of current main flow is all that recognition of face is carried out on the basis of manual extraction feature, easily
Changed by light, the factors such as background, posture are disturbed so that sent out by the feature of manual extraction in above extraneous factor
During changing, original image is caused the problems such as structure is lost, feature description is not comprehensive and uncertain occur, these defects cause people
Face discrimination is low, poor reliability, it is impossible to be widely applied etc..
The content of the invention
It is an object of the invention to provide a kind of check class attendance system based on recognition of face.
The purpose of the present invention can be achieved through the following technical solutions：
Check class attendance system based on recognition of face, includes the face collecting unit and attendance management unit of interconnection；
The face collecting unit include video acquisition module, face detection module, Face detection module and face with
Track module；
The video acquisition module, gathers the video image information of student's face；
Face in the face detection module, the facial video image information gathered to video acquisition module is examined
Survey；
The Face detection module, is handled the frame of video comprising face in facial video image, and obtain face
Region, obtains the size and positional information of face, is that follow-up face tracking and identification are prepared；
The face tracking module, the size and positional information of face is obtained according to Face detection module, to face area
Domain is tracked, output facial image to attendance management unit；
The attendance management unit includes student-directed module, faceform's generation module, faceform's database, face
Identification module, attendance record module, attendance record database and enquiry module of turning out for work；
The student-directed module, the essential information for adding, deleting and managing student；
Faceform's generation module, the facial image of student is obtained from student-directed module, and from facial image
The geometric properties of local shape characteristics, shape of face feature and the face distribution of human face five-sense-organ are extracted, EIMM training is carried out, generates people
Faceform's database is arrived in face model, storage；
Faceform's database, the faceform for storing the generation of faceform's generation module；
The face recognition module, the facial image that face collecting unit is exported and the face in faceform's database
Model is matched, if without matching result, output alarm signal, if the match is successful, match information is sent into attendance record
Module；
The attendance record module, the match information exported according to face recognition module finds the basic letter of correspondence student
Breath, adds the attendance record of the student, and attendance record database is arrived in storage；
The attendance record database, the attendance record for storing student；
The enquiry module of turning out for work, the attendance record for inquiring about student, checks the attendance of whole school student.
Beneficial effects of the present invention：The check class attendance system that the present invention is provided, by setting face detection module, face fixed
Position module and face tracking module, complete detection, positioning, the tracking to face, and the automatic facial image for obtaining student leads to
Setting student-directed module management student's essential information is crossed, sets faceform's generation module to generate the faceform of student, if
Put face recognition module the face of work attendance student is identified, complete work attendance, and pass through attendance record module and inquiry of turning out for work
Module realizes inquiry and the management function of student attendance record, it is achieved thereby that the automatic work attendance in classroom based on recognition of face, is carried
The high efficiency of check class attendance, it is to avoid situations such as acting as fraudulent substitute for a person in work attendance, alleviates the workload of teacher.
Brief description of the drawings
The present invention is described in further detail with specific embodiment below in conjunction with the accompanying drawings.
Fig. 1 is the system schematic of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is all other that those of ordinary skill in the art are obtained under the premise of creative work is not made
Embodiment, belongs to the scope of protection of the invention.
As shown in figure 1, the invention provides a kind of check class attendance system based on recognition of face, including the people of interconnection
Face collecting unit and attendance management unit.
Face collecting unit includes video acquisition module, face detection module, Face detection module and face tracking mould
Block.
Video acquisition module, using camera, the video image information for gathering student's face.
Face detection module, the facial video image gathered using AdaBoost Face datections algorithm to video acquisition module
Face in information is detected.
Face detection module, to being handled in facial video image comprising the frame of video of face, and obtains human face region,
The size and positional information of face are obtained, is that follow-up face tracking and identification are prepared.
Face tracking module, the size and positional information of face are obtained according to Face detection module, passes through Camshift
Face tracking algorithm is tracked to human face region, output facial image to attendance management unit.
Attendance management unit includes student-directed module, faceform's generation module, faceform's database, recognition of face
Module, attendance record module, attendance record database and enquiry module of turning out for work.
Student-directed module, the essential information for adding, deleting and managing student, wherein, the essential information bag of student
The information such as name, sex, student number, native place, hour of log-on, facial image are included, facial image is obtained by face collecting unit, so
Afterwards in the essential information of deposit student, addition, modification, deletion and the Check for realizing student's essential information look for function.
Faceform's generation module, the facial image of student is obtained from student-directed module, and extracted from facial image
Local shape characteristics, shape of face feature and the geometric properties of face distribution of human face five-sense-organ, carry out EIMM training, generate face mould
Faceform's database is arrived in type, storage.
Faceform's database, the faceform for storing the generation of faceform's generation module, is face recognition module
Identification provide foundation.
Face recognition module, using the method based on geometric properties, based on template matches or based on Model Identification, by face
The facial image of collecting unit output is matched with the faceform in faceform's database, if without matching result, output
Alarm signal, if the match is successful, attendance record module is sent to by match information.
Attendance record module, the match information exported according to face recognition module finds the essential information of correspondence student, added
Plus the attendance record of the student, storage to attendance record database.
Attendance record database, the attendance record for storing student.
Turn out for work enquiry module, the attendance record for inquiring about student checks the attendance of whole school student.
The check class attendance system that the present invention is provided, by setting face detection module, Face detection module and face tracking
Module, completes detection, positioning, the tracking to face, the automatic facial image for obtaining student, by setting student-directed module
Student's essential information is managed, sets faceform's generation module to generate the faceform of student, face recognition module is set to examining
Raw face of studying diligently is identified, and completes work attendance, and realize that student attendance is remembered by attendance record module and enquiry module of turning out for work
The inquiry of record and management function, it is achieved thereby that the automatic work attendance in classroom based on recognition of face, improves the efficiency of check class attendance,
Situations such as avoiding acting as fraudulent substitute for a person in work attendance, alleviates the workload of teacher.
In the description of this specification, the description of reference term " one embodiment ", " example ", " specific example " etc. means
At least one implementation of the present invention is contained in reference to specific features, structure, material or the feature that the embodiment or example are described
In example or example.In this manual, identical embodiment or example are not necessarily referring to the schematic representation of above-mentioned term.
Moreover, specific features, structure, material or the feature of description can be closed in any one or more embodiments or example
Suitable mode is combined.
Above content is only to structure example of the present invention and explanation, affiliated those skilled in the art couple
Described specific embodiment is made various modifications or supplement or substituted using similar mode, without departing from invention
Structure surmounts scope defined in the claims, all should belong to protection scope of the present invention.
Claims (1)
1. the check class attendance system based on recognition of face, it is characterised in that：Face collecting unit and work attendance including interconnection
Administrative unit；
The face collecting unit includes video acquisition module, face detection module, Face detection module and face tracking mould
Block；
The video acquisition module, gathers the video image information of student's face；
Face in the face detection module, the facial video image information gathered to video acquisition module is detected；
The Face detection module, to being handled in facial video image comprising the frame of video of face, and obtains human face region,
The size and positional information of face are obtained, is that follow-up face tracking and identification are prepared；
The face tracking module, the size and positional information of face are obtained according to Face detection module, human face region is entered
Line trace, output facial image to attendance management unit；
The attendance management unit includes student-directed module, faceform's generation module, faceform's database, recognition of face
Module, attendance record module, attendance record database and enquiry module of turning out for work；
The student-directed module, the essential information for adding, deleting and managing student；
Faceform's generation module, the facial image of student is obtained from student-directed module, and extracted from facial image
Local shape characteristics, shape of face feature and the geometric properties of face distribution of human face five-sense-organ, carry out EIMM training, generate face mould
Faceform's database is arrived in type, storage；
Faceform's database, the faceform for storing the generation of faceform's generation module；
The face recognition module, the facial image that face collecting unit is exported and the faceform in faceform's database
Matched, if without matching result, output alarm signal, if the match is successful, match information is sent into attendance record module；
The attendance record module, the match information exported according to face recognition module finds the essential information of correspondence student, added
Plus the attendance record of the student, storage to attendance record database；
The attendance record database, the attendance record for storing student；
The enquiry module of turning out for work, the attendance record for inquiring about student, checks the attendance of whole school student.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710419491.7A CN107239763A (en) | 2017-06-06 | 2017-06-06 | Check class attendance system based on recognition of face |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710419491.7A CN107239763A (en) | 2017-06-06 | 2017-06-06 | Check class attendance system based on recognition of face |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107239763A true CN107239763A (en) | 2017-10-10 |
Family
ID=59986073
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710419491.7A Pending CN107239763A (en) | 2017-06-06 | 2017-06-06 | Check class attendance system based on recognition of face |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107239763A (en) |
Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107833306A (en) * | 2017-12-15 | 2018-03-23 | 南京工业职业技术学院 | The intelligent check class attendance system of face and iris feature fusion recognition |
| CN107993301A (en) * | 2018-02-28 | 2018-05-04 | 广州市勤思网络科技有限公司 | Human face identification work-attendance checking system based on WiFi |
| CN108564672A (en) * | 2018-03-06 | 2018-09-21 | 安徽电科恒钛智能科技有限公司 | Smart office system based on recognition of face |
| CN108564673A (en) * | 2018-04-13 | 2018-09-21 | 北京师范大学 | A kind of check class attendance method and system based on Global Face identification |
| CN109191610A (en) * | 2018-10-29 | 2019-01-11 | 江苏环宇臻视智能科技有限公司 | A kind of Work attendance method based on recognition of face |
| CN109308452A (en) * | 2018-08-10 | 2019-02-05 | 中山全播网络科技有限公司 | A kind of check class attendance image processing method based on recognition of face |
| CN109492625A (en) * | 2018-12-29 | 2019-03-19 | 中国地质大学（武汉） | A kind of human face identification work-attendance checking method based on width study |
| CN109903412A (en) * | 2019-02-01 | 2019-06-18 | 北京清帆科技有限公司 | A kind of intelligent check class attendance system based on face recognition technology |
| CN110488874A (en) * | 2019-08-29 | 2019-11-22 | 五邑大学 | A kind of education auxiliary robot and its control method |
| CN111611854A (en) * | 2020-04-16 | 2020-09-01 | 杭州电子科技大学 | Classroom condition evaluation method based on pattern recognition |
| CN113069751A (en) * | 2021-04-01 | 2021-07-06 | 长春工业大学 | Student identity recognition matching terminal for physique detection |
| CN113903093A (en) * | 2021-10-09 | 2022-01-07 | 福建技术师范学院 | College class attendance system based on video streaming and face recognition |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6633223B1 (en) * | 1999-02-10 | 2003-10-14 | Symbol Technologies, Inc. | Wireless LAN scholastic tracking system |
| CN1885310A (en) * | 2006-06-01 | 2006-12-27 | 北京中星微电子有限公司 | Human face model training module and method, human face real-time certification system and method |
| CN104886927A (en) * | 2015-06-16 | 2015-09-09 | 漳州知书达人自动化办公设备有限公司 | Multi-functional intelligent platform |
| CN105426875A (en) * | 2015-12-18 | 2016-03-23 | 武汉科技大学 | Face identification method and attendance system based on deep convolution neural network |
| CN106204780A (en) * | 2016-07-04 | 2016-12-07 | 武汉理工大学 | A kind of based on degree of depth study and the human face identification work-attendance checking system and method for cloud service |
-
2017
- 2017-06-06 CN CN201710419491.7A patent/CN107239763A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6633223B1 (en) * | 1999-02-10 | 2003-10-14 | Symbol Technologies, Inc. | Wireless LAN scholastic tracking system |
| CN1885310A (en) * | 2006-06-01 | 2006-12-27 | 北京中星微电子有限公司 | Human face model training module and method, human face real-time certification system and method |
| CN104886927A (en) * | 2015-06-16 | 2015-09-09 | 漳州知书达人自动化办公设备有限公司 | Multi-functional intelligent platform |
| CN105426875A (en) * | 2015-12-18 | 2016-03-23 | 武汉科技大学 | Face identification method and attendance system based on deep convolution neural network |
| CN106204780A (en) * | 2016-07-04 | 2016-12-07 | 武汉理工大学 | A kind of based on degree of depth study and the human face identification work-attendance checking system and method for cloud service |
Non-Patent Citations (1)
| Title |
|---|
| 马波: "基于视频的多视角人脸检测与跟踪", 《中国优秀硕士学位论文全文数据库》 * |
Cited By (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107833306A (en) * | 2017-12-15 | 2018-03-23 | 南京工业职业技术学院 | The intelligent check class attendance system of face and iris feature fusion recognition |
| CN107993301A (en) * | 2018-02-28 | 2018-05-04 | 广州市勤思网络科技有限公司 | Human face identification work-attendance checking system based on WiFi |
| CN108564672A (en) * | 2018-03-06 | 2018-09-21 | 安徽电科恒钛智能科技有限公司 | Smart office system based on recognition of face |
| CN108564673A (en) * | 2018-04-13 | 2018-09-21 | 北京师范大学 | A kind of check class attendance method and system based on Global Face identification |
| CN109308452B (en) * | 2018-08-10 | 2021-10-01 | 全播教育科技(广东)有限公司 | Class attendance image processing method based on face recognition |
| CN109308452A (en) * | 2018-08-10 | 2019-02-05 | 中山全播网络科技有限公司 | A kind of check class attendance image processing method based on recognition of face |
| CN109191610A (en) * | 2018-10-29 | 2019-01-11 | 江苏环宇臻视智能科技有限公司 | A kind of Work attendance method based on recognition of face |
| CN109492625A (en) * | 2018-12-29 | 2019-03-19 | 中国地质大学（武汉） | A kind of human face identification work-attendance checking method based on width study |
| CN109903412A (en) * | 2019-02-01 | 2019-06-18 | 北京清帆科技有限公司 | A kind of intelligent check class attendance system based on face recognition technology |
| CN110488874A (en) * | 2019-08-29 | 2019-11-22 | 五邑大学 | A kind of education auxiliary robot and its control method |
| CN111611854A (en) * | 2020-04-16 | 2020-09-01 | 杭州电子科技大学 | Classroom condition evaluation method based on pattern recognition |
| CN111611854B (en) * | 2020-04-16 | 2023-09-01 | 杭州电子科技大学 | Classroom condition evaluation method based on pattern recognition |
| CN113069751A (en) * | 2021-04-01 | 2021-07-06 | 长春工业大学 | Student identity recognition matching terminal for physique detection |
| CN113903093A (en) * | 2021-10-09 | 2022-01-07 | 福建技术师范学院 | College class attendance system based on video streaming and face recognition |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107239763A (en) | Check class attendance system based on recognition of face | |
| CN104866829B (en) | A kind of across age face verification method based on feature learning | |
| CN111460962B (en) | Face recognition method and face recognition system for mask | |
| CN102682309B (en) | Face feature registering method and device based on template learning | |
| CN104751143B (en) | A kind of testimony of a witness verifying system and method based on deep learning | |
| CN105138954A (en) | Image automatic screening, query and identification system | |
| CN201993822U (en) | School safety management system | |
| CN204331744U (en) | 3 D stereo intelligent face recognition system | |
| CN104239766A (en) | Video and audio based identity authentication method and system for nuclear power plants | |
| CN103984941A (en) | Face recognition checking-in method and device thereof | |
| CN105447441A (en) | Face authentication method and device | |
| CN107230267A (en) | Intelligence In Baogang Kindergarten based on face recognition algorithms is registered method | |
| CN102629320A (en) | Ordinal measurement statistical description face recognition method based on feature level | |
| CN105138967B (en) | Biopsy method and device based on human eye area active state | |
| CN103996033B (en) | Human identification method based on tracking of human face five-sense-organ coordinates | |
| CN105574509A (en) | Face identification system playback attack detection method and application based on illumination | |
| Zhou | Application research of face recognition technology in smart campus | |
| CN107516076A (en) | Portrait identification method and device | |
| Sivakumar et al. | Iot based intelligent attendance monitoring with face recognition scheme | |
| CN105184236A (en) | Robot-based face identification system | |
| CN103942545A (en) | Method and device for identifying faces based on bidirectional compressed data space dimension reduction | |
| CN114093050A (en) | Intelligent attendance system based on face recognition algorithm | |
| CN109670449A (en) | A kind of vehicle illegal judgment method based on vertical candid photograph mode | |
| CN108288040A (en) | Multi-parameter face identification system based on face contour | |
| CN103268477A (en) | Three-dimensional face recognition system based on embedded platform |
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: 20171010 |
|
| RJ01 | Rejection of invention patent application after publication |