CN108108606A - Experimental teaching management system based on face recognition technology - Google Patents
Experimental teaching management system based on face recognition technology Download PDFInfo
- Publication number
- CN108108606A CN108108606A CN201711444922.1A CN201711444922A CN108108606A CN 108108606 A CN108108606 A CN 108108606A CN 201711444922 A CN201711444922 A CN 201711444922A CN 108108606 A CN108108606 A CN 108108606A
- Authority
- CN
- China
- Prior art keywords
- face
- module
- experimental
- image
- student
- 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
- 238000005516 engineering process Methods 0.000 title claims abstract description 33
- 238000007726 management method Methods 0.000 claims abstract description 60
- 238000002474 experimental method Methods 0.000 claims abstract description 34
- 238000012795 verification Methods 0.000 claims abstract description 15
- 238000013523 data management Methods 0.000 claims abstract description 12
- 241001269238 Data Species 0.000 claims abstract description 4
- 238000012986 modification Methods 0.000 claims description 19
- 230000004048 modification Effects 0.000 claims description 19
- 230000001815 facial effect Effects 0.000 claims description 17
- 238000007781 pre-processing Methods 0.000 claims description 9
- 238000012545 processing Methods 0.000 claims description 8
- 238000000513 principal component analysis Methods 0.000 claims description 5
- 230000008859 change Effects 0.000 claims description 4
- 238000012217 deletion Methods 0.000 claims description 4
- 230000037430 deletion Effects 0.000 claims description 4
- 238000010606 normalization Methods 0.000 claims description 3
- 238000007792 addition Methods 0.000 claims 1
- 238000000034 method Methods 0.000 abstract description 7
- 238000011160 research Methods 0.000 abstract description 3
- 238000007619 statistical method Methods 0.000 abstract 1
- 230000008901 benefit Effects 0.000 description 4
- 238000001514 detection method Methods 0.000 description 4
- 210000003128 head Anatomy 0.000 description 4
- 238000012360 testing method Methods 0.000 description 4
- 238000013461 design Methods 0.000 description 3
- 238000011161 development Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 210000000554 iris Anatomy 0.000 description 2
- 238000012423 maintenance Methods 0.000 description 2
- 238000013459 approach Methods 0.000 description 1
- 229960000074 biopharmaceutical Drugs 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 239000000686 essence Substances 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 239000004744 fabric Substances 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 230000001737 promoting effect Effects 0.000 description 1
- 238000003786 synthesis reaction Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
- G06F18/2135—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/285—Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/20—Education
- G06Q50/205—Education administration or guidance
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
- G06V10/757—Matching configurations of points or features
-
- 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
- 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
- G06V40/168—Feature extraction; Face representation
-
- 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
- G06V40/172—Classification, e.g. identification
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/2141—Access rights, e.g. capability lists, access control lists, access tables, access matrices
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Health & Medical Sciences (AREA)
- Business, Economics & Management (AREA)
- General Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Multimedia (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Human Computer Interaction (AREA)
- Strategic Management (AREA)
- Life Sciences & Earth Sciences (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Educational Administration (AREA)
- Educational Technology (AREA)
- Evolutionary Biology (AREA)
- Tourism & Hospitality (AREA)
- Software Systems (AREA)
- Computer Security & Cryptography (AREA)
- Primary Health Care (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Computer Hardware Design (AREA)
- Economics (AREA)
- Computing Systems (AREA)
- Databases & Information Systems (AREA)
- Medical Informatics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Collating Specific Patterns (AREA)
- Image Analysis (AREA)
Abstract
The invention discloses a kind of experimental teaching management system based on face recognition technology, which is directed to recognition of face correlation technique, and developmental research is carried out around the experimental teaching management system based on face recognition technology.The system is innovated on the basis of account number cipher verifies identity in addition to realizing the data management of traditional experimental teaching, adds the authentication function of recognition of face.In the application that the authentication function of recognition of face is imparted knowledge to students in laboratory practices, the experimentation of experimenter can be captured automatically, recognition of face verification identity need to be carried out when experimental datas by uploading laboratory report, effectively reduced the replacement experiment occurred in experimentation and submitted the academic bad behavior such as experimental data with replacement.On the other hand, by the candid photograph image in statistical analysis experimentation, experimental teaching experience is summarized, can further be improved the quality of teaching.
Description
Technical field
The present invention relates to laboratory teaching management technical fields, and in particular to a kind of experimental teaching based on face recognition technology
Management system.
Background technology
Experiment is culture college student practical competence, the powerful measure of quality of science with practical teaching, and laboratory is
University talents cultivation and the important Practice Base of teaching and scientific research.By experimental teaching and verification, student can more profoundly grasp
Knowwhy.It during experiment, can both strengthen the ability of practice of student, can also improve the thinking creativity of student, together
When also enrich student imagination, so as to improve the innovation ＆ enterprise capability of college student.Therefore, Scientific Research in University Laboratory is in culture university
There is irreplaceable role in terms of raw creativity consciousness and the ability of practice.
Experimental teaching is an important step of engineering education, largely affects student to Classroom theory knowledge
Grasp, while also contribute to the ability of practice of starting of student.All the time, college experiment teaching carries no weight always, teaching
The establishment of plan is also the theoretical light practice of weight, and most of experimental courses are limited only to theoretical demonstration, the presence of these situations
Student is drastically influenced to the interest of experimental courses and is thinked little of.So that occur more and more science on experiment classroom
Bad behavior, such as plagiarize experimental data, the Experiment Result for diverting other people, plagiarism laboratory report and people is even looked for substitute experiment etc..
Therefore, prevent the academic bad behavior on experiment classroom, the quality of experimental teaching can be improved well to a certain extent.
Human body biological characteristics identification technology (Biometric) be it is a kind of information technology and biotechnology are combined it is new
Identification technology.The biology that such identification technology mainly has in itself using different kind organism sensor, optics, acoustics acquisition human body is special
Sign, then by computer processing technology, identification is carried out with the analytic statistics methods such as biostatistics or big data technology
Technology.Recognition of face is a Main way of human body biological characteristics identification technology, compared to other biologicals such as fingerprint, irises
Feature recognition mode, with initiative, it is non-invade property and it is user friendly many advantages, such as.Other identification methods are required for using
The initiative cooperation at family, such as fingerprint characteristic identification just need user that finger is placed on fingerprint recognition machine, iris feature identification
Human eye is then needed very close to cognitron etc..And recognition of face only needs to obtain facial image, taking pictures need not with identification process
With the contact of machine progress closely, it is easy to be received by user, the property invaded is low.On the other hand, the intuitive of recognition of face is good,
Development cost is low, and camera is only used on hardware and common computer can be achieved with required function.So all the time,
The above advantage of face recognition technology makes it be concerned in numerous biometrics identification technologies, and as all biology knowledges
Using one of most common technology in other method.
The integration for carrying out information technology and experimental teaching is to implement the effective way of Reform of Experiment Teaching, therefore explores information
Application of the technology in experimental teaching becomes current more popular problem.And current application is in terms of laboratory teaching management
System, is substantially the maintenance management for only realizing simple experimental data or report, and login system verifies identity simply by simple
Account password, verify pupilage without an effective manner, exist and very big make pseudoflaw.
With the development of computer and information technology, how digital information technology is applied among the experimental teaching of colleges and universities
It goes, is increasingly paid attention to be subject to the Ministry of Education and each colleges and universities.It handles official business in country under with no paper, environmental protection advocating, digitized reality
Test the trend that Education Administration Information System will develop as modern university experimental teaching.Therefore, design one and be able to verify that pupilage is same
When to gather the experimental teaching management system of experimentation image again be necessary to the Promoting Experiment reform in education.
The content of the invention
In order to which present experimental teaching management system is overcome to carry out authentication simply by simple username and password,
And only realize the maintenance management of simple experimental data or report, lack an effective approach to obtain on experiment classroom
The shortcomings that situation, the present invention provide one based on face recognition technology, realize system Sign-On authentication, upload laboratory report verification and
The system for capturing experiment classroom situation, solves the misbehavior in academy occurred in college experiment teaching, is difficult to obtain experiment
The problem of teaching affairs.
The purpose of the present invention can be reached by adopting the following technical scheme that：
A kind of experimental teaching management system based on face recognition technology, the experimental teaching management system include：People
Face authentication module, system manager's module, teacher's system module and student system module, wherein, the face verification module
After video camera is called to get image data, recognition of face is recycled to verify pupilage；
Wherein, system manager's module is used for after system manager's login system, and management sets all users
Information, situation, the face image data of all users of management of checking all laboratory reports, check all candid photograph pictures；
After teacher's system module is used for teacher users login system, issues experimental duties to the class of oneself, look into
Laboratory report, online scoring are seen and downloaded, the human face data information of student is managed, checks that picture is captured in the classroom of oneself class；
After the student system module is used for User login system, my human face data letter is inquired about and managed
It ceases, checks experimental duties, experiment grade and bulletin, submits laboratory report.
Further, the face verification module includes：
Face datection function module, for detecting the presence for whether having face in the image collected；
Image preprocessing function module, after to detecting that facial image carries out corresponding Digital Image Processing to facilitate
Continuous quick identification；
Face identification functions module, for after pretreatment facial image extract characteristic value, then with facial image number
It is matched according to the data in storehouse, so as to verify the identity information of user.
Further, the Face datection function module is using the Adaboost algorithm detection acquisition based on Haar features
To image in whether have the presence of face；
The image preprocessing function module using coloured image gray processing, picture smooth treatment, histogram equalization,
Image normalization carries out image preprocessing；
The face identification functions module uses the Principal Component Analysis of eigenface, to the facial image after pretreatment
Characteristic value is extracted, then is matched with the data in face database, so as to verify the identity information of user.
Further, system manager's module includes：
Experimental data management function module is used to implement the increasing of all teacher's experimental datas, deletes, changes, looking into operation, checks reality
Course situation is tested, statistical experiment data summarize experimental conditions；
Subscriber information management function module is managed all user informations for system manager, including user's
Addition and deletion, the setting of user right, the modification of user password check the face head portrait of all users with capturing image；
Personal information management function module for the personal information of management service oneself, changes modification logging；
Course information management function module is used to implement the curriculum information and bulletin for checking all teachers.
Further, system manager's module includes experimental data operating right, all user's operation permissions, people
Face image operating right captures image operating right.
Further, the teacher operation module includes：
Experimental data management function module, be used to implement teacher under one's name the increasing of student experimenting data, delete, change, looking into operation, look into
It sees experimental courses situation, corrects laboratory report, statistical experiment data summarize experimental conditions；
Subscriber information management function module is managed its student information for teaching, checks the face head of its student
As with capturing image；
Personal information management function module for the management service teacher personal information of itself, changes modification logging；
Course information management function module, for managing the curriculum information of teacher itself and bulletin, including curriculum information and
Addition, modification, the deletion of bulletin.
Further, student's operation module includes：
The laboratory report of oneself for student is inquired about, submitted, being deleted to experimental data management function module, checks experiment report
Accomplish achievement；
Personal information management function module safeguards the personal information of oneself for student-directed, changes modification logging；
Course information management function module checks the experimental duties and bulletin of teacher's arrangement for student.
The present invention is had the following advantages compared with the prior art and effect：
The system, by face identification functions, is tested on the basis of realizing that the data managements such as traditional laboratory report are safeguarded
The legal identity of user is demonstrate,proved, while student experimenting classroom situation can be captured automatically, characteristic is as follows：
1st, on the basis of traditional username and password verification identity, face verification module is added；
2nd, self-timing captures the experiment classroom situation of student, realizes real-time attendance registration, while passes through candid photograph after class
Image understands the experimental implementation of student；
3rd, before student uploads laboratory report, it is also desirable to carry out face verification.
Description of the drawings
Fig. 1 is a kind of composition frame chart of experimental teaching management system based on face recognition technology disclosed by the invention；
Fig. 2 is the Use Case Map of system manager's module in the present invention；
Fig. 3 is the Use Case Map of teacher's system module in the present invention；
Fig. 4 is the Use Case Map of middle school student's system module of the present invention；
Fig. 5 is the design flow diagram of face verification module.
Specific embodiment
To make the purpose, technical scheme and advantage of the embodiment of the present invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, the technical solution in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is
Part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
All other embodiments obtained without making creative work belong to the scope of protection of the invention.
Embodiment
As shown in Figure 1, the experimental teaching management system based on face recognition technology is joint face recognition technology and software
The experimental teaching management system that platform development is found out, the system are used mainly for system manager, Faculty and Students, group
Into as follows：
(1) face verification module
The module is the core of the system.After video camera is called to get image data, face is recycled to know
Other module verifies pupilage.
(2) system manager's module
After system manager's login system, the information that all users are set can be managed, while can check all experiment reports
The situation of announcement can manage the face image data of all users, can check all candid photograph pictures etc..
(3) teacher's system module
After teacher logs in teacher's system, the class's issue experimental duties of oneself can be given, can check and download experiment report
It accuses, can score online, the information such as the human face data of student can be managed, can check that picture is captured in the classroom of oneself class
Deng.
(4) student system module
After User login system, the information such as my human face data can be inquired about and managed, can check that experiment is appointed
Business, experiment grade and bulletin submit laboratory report etc..
As shown in Figure 1, face verification module, mainly by three function modules, each function module and its major function description are such as
Under：
(1) Face datection function module：Whether the presence of face is had in detection the image collected.
(2) image preprocessing function module：Quickly facial image is identified, it is necessary to detecting people for convenience
Face image carries out recognition of face again after carrying out corresponding Digital Image Processing.
(3) face identification functions module：To after pretreatment facial image extract characteristic value, then with face image data
Data in storehouse are matched, so as to verify the identity information of user.
Face verification module is mainly made of three parts, including Face datection, image preprocessing, recognition of face.This mould
The design flow diagram of block is illustrated in fig. 5 shown below.
This module each several part is described as follows：
(1) Face datection：Adaboost algorithm is an important algorithm in Face datection field, realizes simple, detection
Speed is fast, it may be said that is to achieve the effect that detect in real time, in addition this algorithm detection efficiency is high, and stability is strong.Therefore in the system
In, using the Adaboost algorithm based on Haar features, detect the presence for whether having face in the image collected.
(2) image preprocessing：For convenience quickly facial image is identified, it is necessary to detect facial image into
Recognition of face is carried out again after the corresponding Digital Image Processing of row, pretreatment chromatic colour image gray processing that the system is mainly used,
Picture smooth treatment, histogram equalization, image normalization etc..
(3) recognition of face：Principal component analysis algorithm can go description with the proper subspace of low-dimensional and approx rebuild people
Face.And the eigenface method in Principal Component Analysis is an algorithms most in use for asking for characteristic value, can quickly and effectively be approached
Facial image and progress recognition of face and synthesis.Therefore, in the recognition of face of the system, using the principal component analysis of eigenface
Method is matched to the facial image extraction characteristic value after pretreatment, then with the data in face database, so as to test
Demonstrate,prove the identity information of user.
As shown in Fig. 2, mainly there are four function module, each function module and its major function descriptions for system manager's module
It is as follows：
(1) experimental data management function module：The increasing of all teacher's experimental datas is deleted, changed, looking into operation, checks laboratory
Journey situation, statistical experiment data summarize experimental conditions etc..
(2) subscriber information management function module：System manager is managed all user informations, adding including user
Add and delete, the setting of user right, the modification of user password etc., while can also check the face head portrait of all users with capturing
Image.
(3) personal information management function module：The personal information of management service oneself, modification modification logging etc..
(4) course information management function module：Realize the curriculum information and bulletin for checking all teachers.
System manager is the management service person of the system, possess the system maximum access right, including experimental data,
All users, facial image capture the operating rights such as image, and the use-case of system manager's module is as shown in Figure 3.
As shown in Figure 1, teacher operation module mainly has four big function modules, each function module and its major function description are such as
Under：
(1) experimental data management function module：Teacher under one's name the increasing of student experimenting data, delete, change, looking into operation, check reality
Course situation is tested, corrects laboratory report, statistical experiment data summarize experimental conditions etc..
(2) subscriber information management function module：Its student information is managed, checks the face head portrait of its student with grabbing
Clap image.
(3) personal information management function module：The personal information of management service oneself, modification modification logging etc..
(4) course information management function module：The curriculum information and bulletin of oneself are managed, including curriculum information and bulletin
Addition, modification are deleted.
Teacher is the role of one most critical of the system, he is responsible for the cloth of the experimental duties of entire experimental teaching management system
The experiment classroom of putting, issue, reading and making comments, scoring, checking student captures image etc., to the feedback of the application and experimental teaching of the system
Play crucial effect.The use-case of teacher operation module is as shown in Figure 4.
As shown in Figure 1, student's operation module mainly includes three function modules, each module and its concrete function description are such as
Under：
(1) experimental data management function module：The laboratory report of oneself is inquired about, submitted, deleting, checks laboratory report achievement
Deng；
(2) personal information management function module：The personal information of management service oneself, modification modification logging etc..
(3) course information management function module：Check experimental duties and bulletin of teacher's arrangement etc..
Student is the main body of the system, is the supplier that experimental data and experiment classroom capture image, they complete to test
The checking of operation, on operations, the use-case of student's operation module such as hand in homework it is as shown in Figure 4.
The function that this Education Administration Information System is completed has the following：
1st, system manager, Faculty and Students can be transferred through legal username and password login system and use at any time；
2nd, login system and while uploading operation, need to carry out face verification, while can also realize the function of capturing automatically；
3rd, teacher can be issued experimental duties by the system, check and download laboratory report, read and make comments online, statistical experiment
Report the operations such as achievement.The information of student can be managed again simultaneously, the facial image of student is checked, check that system captures the reality of student
Test classroom situation picture.
4th, student can be checked experimental duties by the system, upload laboratory report, check experiment grade and the behaviour such as bulletin
Make；
5th, administrator possesses maximum permission, can manage the face information for setting all users and checking user, check
The functions such as all candid photograph pictures.
In conclusion the system includes recognition of face authentication function, experimental data uploads authentication function, and self-timing is captured
Function, attendance record function, experimental data management service function.The present invention captures function by recognition of face and timing, solves
The replacement experiment of traditional Report System substitutes and uploads experimental data, can not record attendance, can not record experiment classroom
The problem of situation.
Above-described embodiment is the preferable embodiment of the present invention, but embodiments of the present invention and from above-described embodiment
Limitation, other any Spirit Essences without departing from the present invention with made under principle change, modification, replacement, combine, simplification,
Equivalent substitute mode is should be, is included within protection scope of the present invention.
Claims (7)
- A kind of 1. experimental teaching management system based on face recognition technology, which is characterized in that the laboratory teaching management system System includes：Face verification module, system manager's module, teacher's system module and student system module, wherein, the face After authentication module is by calling video camera to get image data, recognition of face is recycled to verify pupilage；Wherein, system manager's module is used for after system manager's login system, and management sets the letter of all users Situation, the face image data of all users of management of all laboratory reports are ceased, checked, checks all candid photograph pictures；Teacher's system module be used for teacher users login system after, to oneself class issue experimental duties, check and Laboratory report, online scoring are downloaded, the human face data information of student is managed, checks that picture is captured in the classroom of oneself class；After the student system module is used for User login system, inquires about and manage my human face data information, look into It sees experimental duties, experiment grade and bulletin, submit laboratory report.
- A kind of 2. experimental teaching management system based on face recognition technology according to claim 1, which is characterized in that institute The face verification module stated includes：Face datection function module, for detecting the presence for whether having face in the image collected；Image preprocessing function module, for detecting that it is follow-up fast to facilitate that facial image carries out corresponding Digital Image Processing Speed identification；Face identification functions module, for after pretreatment facial image extract characteristic value, then with face database In data matched, so as to verify the identity information of user.
- A kind of 3. experimental teaching management system based on face recognition technology according to claim 2, which is characterized in that institute The Face datection function module stated using the Adaboost algorithm based on Haar features detect in the image collected whether someone The presence of face；The image preprocessing function module is using coloured image gray processing, picture smooth treatment, histogram equalization, image Normalization carries out image preprocessing；The face identification functions module use eigenface Principal Component Analysis, to after pretreatment facial image extract Characteristic value, then matched with the data in face database, so as to verify the identity information of user.
- A kind of 4. experimental teaching management system based on face recognition technology according to claim 1, which is characterized in that institute The system manager's module stated includes：Experimental data management function module is used to implement the increasing of all teacher's experimental datas, deletes, changes, looking into operation, checks laboratory Journey situation, statistical experiment data, summarizes experimental conditions；Subscriber information management function module is managed all user informations for system manager, the addition including user With deletion, the setting of user right, the modification of user password checks the face head portrait of all users with capturing image；Personal information management function module for the personal information of management service oneself, changes modification logging；Course information management function module is used to implement the curriculum information and bulletin for checking all teachers.
- A kind of 5. experimental teaching management system based on face recognition technology according to claim 4, which is characterized in that institute The system manager's module stated includes experimental data operating right, all user's operation permissions, facial image operating right, candid photograph Image operating right.
- A kind of 6. experimental teaching management system based on face recognition technology according to claim 1, which is characterized in that institute The teacher operation module stated includes：Experimental data management function module, be used to implement teacher under one's name the increasing of student experimenting data, delete, change, looking into operation, check reality Course situation is tested, corrects laboratory report, statistical experiment data summarize experimental conditions；Subscriber information management function module is managed its student information for teaching, check the face head portrait of its student with Capture image；Personal information management function module for the management service teacher personal information of itself, changes modification logging；Course information management function module, for managing the curriculum information of teacher itself and bulletin, including curriculum information and bulletin Addition, modification, deletion.
- A kind of 7. experimental teaching management system based on face recognition technology according to claim 1, which is characterized in that institute The student's operation module stated includes：The laboratory report of oneself for student is inquired about, submitted, being deleted to experimental data management function module, check laboratory report into Achievement；Personal information management function module safeguards the personal information of oneself for student-directed, changes modification logging；Course information management function module checks the experimental duties and bulletin of teacher's arrangement for student.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711444922.1A CN108108606A (en) | 2017-12-27 | 2017-12-27 | Experimental teaching management system based on face recognition technology |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711444922.1A CN108108606A (en) | 2017-12-27 | 2017-12-27 | Experimental teaching management system based on face recognition technology |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108108606A true CN108108606A (en) | 2018-06-01 |
Family
ID=62211903
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201711444922.1A Pending CN108108606A (en) | 2017-12-27 | 2017-12-27 | Experimental teaching management system based on face recognition technology |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108108606A (en) |
Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109035091A (en) * | 2018-07-25 | 2018-12-18 | 深圳市异度信息产业有限公司 | A kind of scoring method, device and equipment for student experimenting |
| CN109829684A (en) * | 2018-12-28 | 2019-05-31 | 刘增誉 | A kind of with no paper chemistry experiment report management system and method |
| CN109840963A (en) * | 2018-12-28 | 2019-06-04 | 微医美南京信息技术股份有限公司 | A kind of course is registered coordination management system and its application method |
| CN109978740A (en) * | 2019-04-30 | 2019-07-05 | 苏州建设交通高等职业技术学校 | Wisdom practical training method and system |
| CN109993121A (en) * | 2019-04-01 | 2019-07-09 | 九江学院 | A kind of experimental teaching management system based on face recognition technology |
| CN110136528A (en) * | 2019-05-28 | 2019-08-16 | 广州市申迪计算机系统有限公司 | A kind of Internet of Things teaching training system based on raspberry pie |
| CN110457438A (en) * | 2019-08-06 | 2019-11-15 | 北京如优教育科技有限公司 | Adaptive databases for outline detection select system |
| CN110969412A (en) * | 2019-11-25 | 2020-04-07 | 大连理工大学 | Electronic experiment report generation, intelligent reading, storage and downloading system |
| CN111460078A (en) * | 2020-03-02 | 2020-07-28 | 广州高新工程顾问有限公司 | Engineering supervision enterprise knowledge base management system based on flow |
| CN112614033A (en) * | 2021-01-22 | 2021-04-06 | 北部湾大学 | System for be used for college physics experiment teaching |
| CN112738275A (en) * | 2021-01-22 | 2021-04-30 | 南京英诺森软件科技有限公司 | Multi-tenant management device and system thereof |
| CN112835303A (en) * | 2020-12-31 | 2021-05-25 | 重庆民意家具制造有限公司 | Integrated intelligent apartment bed monitoring system and device thereof |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101661674A (en) * | 2009-05-22 | 2010-03-03 | 华南师范大学 | Experiment teaching examination system |
| CN106409055A (en) * | 2016-12-01 | 2017-02-15 | 武汉大思想信息股份有限公司 | Teaching simulated practical training system based on cloud platform |
| CN106530155A (en) * | 2016-10-15 | 2017-03-22 | 北海益生源农贸有限责任公司 | College teaching affair management system |
| CN107194315A (en) * | 2017-04-20 | 2017-09-22 | 华南理工大学 | A kind of intelligent practical teaching course monitoring method and system based on recognition of face |
-
2017
- 2017-12-27 CN CN201711444922.1A patent/CN108108606A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101661674A (en) * | 2009-05-22 | 2010-03-03 | 华南师范大学 | Experiment teaching examination system |
| CN106530155A (en) * | 2016-10-15 | 2017-03-22 | 北海益生源农贸有限责任公司 | College teaching affair management system |
| CN106409055A (en) * | 2016-12-01 | 2017-02-15 | 武汉大思想信息股份有限公司 | Teaching simulated practical training system based on cloud platform |
| CN107194315A (en) * | 2017-04-20 | 2017-09-22 | 华南理工大学 | A kind of intelligent practical teaching course monitoring method and system based on recognition of face |
Non-Patent Citations (2)
| Title |
|---|
| 宋小韦等: "《一种基于人脸识别的E-learning系统的设计》", 《新余学院学报》 * |
| 陈少晖: "《实验报告管理系统的设计与实现》", 《中国优秀硕士学位论文全文数据库(信息科技辑)》 * |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109035091A (en) * | 2018-07-25 | 2018-12-18 | 深圳市异度信息产业有限公司 | A kind of scoring method, device and equipment for student experimenting |
| CN109829684A (en) * | 2018-12-28 | 2019-05-31 | 刘增誉 | A kind of with no paper chemistry experiment report management system and method |
| CN109840963A (en) * | 2018-12-28 | 2019-06-04 | 微医美南京信息技术股份有限公司 | A kind of course is registered coordination management system and its application method |
| CN109993121A (en) * | 2019-04-01 | 2019-07-09 | 九江学院 | A kind of experimental teaching management system based on face recognition technology |
| CN109978740A (en) * | 2019-04-30 | 2019-07-05 | 苏州建设交通高等职业技术学校 | Wisdom practical training method and system |
| CN110136528B (en) * | 2019-05-28 | 2024-06-04 | 广州市申迪计算机系统有限公司 | Internet of things teaching and practical training system based on raspberry group |
| CN110136528A (en) * | 2019-05-28 | 2019-08-16 | 广州市申迪计算机系统有限公司 | A kind of Internet of Things teaching training system based on raspberry pie |
| CN110457438A (en) * | 2019-08-06 | 2019-11-15 | 北京如优教育科技有限公司 | Adaptive databases for outline detection select system |
| CN110969412A (en) * | 2019-11-25 | 2020-04-07 | 大连理工大学 | Electronic experiment report generation, intelligent reading, storage and downloading system |
| CN111460078A (en) * | 2020-03-02 | 2020-07-28 | 广州高新工程顾问有限公司 | Engineering supervision enterprise knowledge base management system based on flow |
| CN112835303A (en) * | 2020-12-31 | 2021-05-25 | 重庆民意家具制造有限公司 | Integrated intelligent apartment bed monitoring system and device thereof |
| CN112614033A (en) * | 2021-01-22 | 2021-04-06 | 北部湾大学 | System for be used for college physics experiment teaching |
| CN112738275A (en) * | 2021-01-22 | 2021-04-30 | 南京英诺森软件科技有限公司 | Multi-tenant management device and system thereof |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108108606A (en) | Experimental teaching management system based on face recognition technology | |
| Jha | Class room attendance system using facial recognition system | |
| Ramu et al. | A framework of secure biometric based online exam authentication: an alternative to traditional exam | |
| CN109961033A (en) | Vocational education on-site training supervisory systems | |
| CN110706136A (en) | Study on AI + digitized campus construction scheme | |
| Ali et al. | Automated attendance management systems: systematic literature review | |
| Zhou | Application research of face recognition technology in smart campus | |
| Adeniji et al. | Development of an online biometric-enabled class attendance register system | |
| Ives et al. | A multidisciplinary approach to biometrics | |
| Sayed et al. | Biometrics: effectiveness and applications within the blended learning environment | |
| Geetha et al. | Implementation of a Blockchain Based Attendance Tracking System | |
| Bhagat et al. | Face recognition attendance system | |
| Mishra et al. | Multimodal Biometric Attendance System | |
| Rosa et al. | Online Classroom Attendance System Based on RFID Technology and Cloud Computing | |
| Olasupo et al. | A Fingerprint Based Students Attendance Management System For Olabisi Onabanjo University | |
| Yadav et al. | Smart Attendance System Using Face Recognition | |
| Lasisi et al. | Implementation of cloud-based biometric attendance system for educators in a developing country | |
| Aulia et al. | Design of Application for Students Attendance Checking in Islamic Boarding School | |
| Burton et al. | Fingerprint spoofing: Exploring cybersecurity with limited technology | |
| Shrestha | Face recognition student attendance system | |
| Suryavanshi et al. | Monitor student’s presence in classroom | |
| Periyakaruppan et al. | AI Present: Random Interval Query and Face Recognition Attendance System for Classroom using Machine Learning | |
| Huang | Optimizing Biometric Investigation Training: Incorporating Health and Pharmaceutical Analytics for Enhanced Outcomes. | |
| Bharambe et al. | Survey-Student Attendance Management System | |
| Antony et al. | Cloud-Enabled Fingerprint Attendance Management System Using Convolutional Neural Networks in Educational Institutions |
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: 20180601 |
|
| RJ01 | Rejection of invention patent application after publication |