CN109993148A - Recording system is tested in a kind of examination hall based on recognition of face service - Google Patents
Recording system is tested in a kind of examination hall based on recognition of face service Download PDFInfo
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- CN109993148A CN109993148A CN201910294217.0A CN201910294217A CN109993148A CN 109993148 A CN109993148 A CN 109993148A CN 201910294217 A CN201910294217 A CN 201910294217A CN 109993148 A CN109993148 A CN 109993148A
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- 206010000117 Abnormal behaviour Diseases 0.000 claims abstract description 22
- 230000001815 facial effect Effects 0.000 claims abstract description 18
- 238000000034 method Methods 0.000 claims description 7
- 238000004458 analytical method Methods 0.000 claims description 3
- 238000010191 image analysis Methods 0.000 claims description 3
- 238000009434 installation Methods 0.000 claims description 2
- 230000002159 abnormal effect Effects 0.000 description 3
- 230000005856 abnormality Effects 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
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- 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
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- 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
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- 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
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- 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
- G07C1/12—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 wherein the time is indicated in figures
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Abstract
The present invention discloses a kind of examination hall based on recognition of face service and tests recording system, including information acquisition unit and face identification unit etc.；Information acquisition unit for acquiring the recognition of face mark data and examinee's essential information of examinee's facial image, and is stored into storage unit；The recognition of face mark data of corresponding examination hall examinee and examinee's essential information are sent to face identification unit for receiving and storing recognition of face mark data and examinee's essential information, and when examinee registers by storage unit；Face identification unit records examination hall number, is acquired to the facial image for the personnel that examination scene is taken an examination, examinee's recognition of face mark data that face image recognition of face mark data and the storage unit of acquisition transmit is compared；There is abnormal behaviour for recording examination hall examinee in test taker records unit；Judgement unit reads the personal information of examinee in storage unit, reminds whether invigilator personnel want emphasis to supervise the examinee according to examinee's historical record.
Description
Technical field
Recording system is tested the present invention relates to a kind of examination hall based on recognition of face service, and specifically a kind of examination hall is registered equipment.
Background technique
At present in examination occasion, it more or less will appear some cheatings.In order to avoid the appearance of such case, protect
The fair and just property of examination is demonstrate,proved, authentication is carried out using the artificial mode of registering in many cases, passes through supervisor one
One checks admission card for entrance examination to confirm examinee's identity, the identity information of identification examiner is removed by staff, since the time etc. is a variety of
The influence of factor, reality in people face feature and certificate on photo it is distinct, staff does not allow easy to identify.Manually register
Mode carries out the mode of authentication, has not only increased human cost but also has reduced the working efficiency verified before examination, relatively time-consuming to take
Power, it cannot be guaranteed that the accuracy of identification.
Summary of the invention
Goal of the invention: aiming at the problems existing in the prior art with deficiency, the present invention provides a kind of based on recognition of face clothes
Recording system is tested in the examination hall of business, and the present invention can carry out facial image to examinee and personal information is acquired preservation；Enter in examinee
It is tested when field by face identification functions, judges whether the examinee belongs to the examination hall；This external system can be according to the examinee
Whether history sincerity situation is reliable to judge the examinee, if there is abnormal behaviour record in system in examinee's personal information,
System can remind invigilator personnel；If invigilator's personnel's behavior of noting abnormalities can be recorded by the system during invigilator,
By examination hall number, time, test subject and abnormal behaviour description are stored into examinee's personal information.
Technical solution: recording system is tested in a kind of examination hall based on recognition of face service, including information acquisition unit, storage are single
Member, face identification unit, test taker records unit and judgement unit；
The information acquisition unit, for acquiring the recognition of face mark data and examinee's essential information of examinee's facial image,
And stored storage unit into server end；
The storage unit, the recognition of face for receiving and storing the facial image from information acquisition unit acquisition identify number
The recognition of face mark data of corresponding examination hall examinee and examinee are believed substantially and when examinee registers according to examinee's essential information
Breath is sent to face identification unit；
The face identification unit, first input examination hall number, then the facial image for the personnel that examination scene is taken an examination is carried out
Acquisition；Examinee's recognition of face mark data that the face image recognition of face mark data of acquisition and storage unit are transmitted
It compares；If there is examinee's face image data, then examinee's essential information feedback is read from storage unit and known to face
Other unit further judges whether the examinee is examination hall personnel for invigilator personnel: if it is showing examinee information and prompt
It registers success；If it is not, then prompt warning message.
The test taker records unit, when examination hall, abnormal behaviour occurs in examinee, invigilator personnel pass through the unit for abnormal row
It is uploaded in server end storage unit in the personal information of the examinee for record.
The judgement unit, after registering successfully, judgement unit reads the personal information of examinee in storage unit, is examined according to this
Raw historical record reminds whether invigilator personnel want emphasis to supervise the examinee.
The abnormal behaviour information of examinee's generation, including examination hall are recorded in examinee's personal information by test taker records unit
Number, test subject, test time and abnormal behaviour describes.
Examinee's essential information includes examinee's name, student number and examination hall number.
The information acquisition unit, face identification unit, test taker records unit and judgement unit are mounted on mobile terminal
On.
Examinee's facial image is sent to Face++ by java in http agreement post method by the information acquisition unit
Platform Detect API, Face++ Platform Analysis image and the recognition of face mark data face_token for returning to the image, letter
It ceases acquisition unit and the essential information of the recognition of face mark data face_token of the image and examinee is sent to storage unit.
The information acquisition unit will collect examinee's essential information and recognition of face mark data by way of JDBC
It stores into the storage unit of server end, the database of storage unit for storing data is MySQL database.
In the face identification unit, invigilator personnel input examination hall number by face identification unit；Face identification unit tune
A set is created with the FaceSet Create API of Face++ platform, set is named as faceset1, and storage unit is called
The face_token data of all examinees in the examination hall are added to the set by the FaceSet AddFace API of Face++ platform；
Invigilator personnel acquire current examinee's facial image by mobile terminal camera, are sent to image by http agreement post method
The Search API of Face++ platform；Face++ platform is by generating face_token to image analysis and counting with faceset1
According to comparison, judge whether the examinee is examination hall examinee.If it is storage unit of the examinee number to server-side, server-side are returned
Examinee's essential information is back to the face identification unit of mobile terminal by storage unit, is shown on the screen of mobile terminal；If it is not,
Recognition failures information is then returned to face identification unit, reminds invigilator personnel.
Invigilator personnel input the exception of examinee by test taker records unit in the personal information for being abnormal behavior examinee
The description of behavior and time, examination hall number, test subject.
After face identification unit judges examinee for examination hall examinee, the abnormal behaviour note of the examinee is inquired in a manner of JDBC
Record, if abnormal behaviour is recorded as sky, interface display " examinee is reliable ", the abnormal row that otherwise will be recorded in examinee's historical record
It is shown on interface for number.
Detailed description of the invention
Fig. 1 is the system architecture schematic diagram of the embodiment of the present invention.
Specific embodiment
Combined with specific embodiments below, the present invention is furture elucidated, it should be understood that these embodiments are merely to illustrate the present invention
Rather than limit the scope of the invention, after the present invention has been read, those skilled in the art are to various equivalences of the invention
The modification of form falls within the application range as defined in the appended claims.
As shown in Figure 1, recording system, including cloud server end and movement are tested in a kind of examination hall based on recognition of face service
End；Cloud server end is storage unit, information acquisition unit, face identification unit, test taker records unit and judgement unit
Installation is on mobile terminals.
Information acquisition unit, for acquiring the recognition of face mark data and examinee's essential information of examinee's facial image, and
It is stored into storage unit；Storage unit, for receiving and storing the people of the facial image from information acquisition unit acquisition
Face identification marking data, examinee's essential information, and when examinee registers, by the recognition of face mark data of corresponding examination hall examinee and
Examinee's essential information is sent to face identification unit；
Face identification unit, first input examination hall number, then the facial image for the personnel that examination scene is taken an examination is acquired；
Examinee's recognition of face mark data that the face image recognition of face mark data of acquisition and storage unit are transmitted carries out
Comparison；If there is examinee's face image data, then examinee's essential information feedback is read to recognition of face list from storage unit
Member further judges whether the examinee is examination hall personnel for invigilator personnel: if it is showing examinee information and prompts to register
Success；If it is not, then prompt warning message.
Test taker records unit, when examination hall, abnormal behaviour occurs in examinee, invigilator personnel are remembered abnormal behaviour by the unit
Record is uploaded in storage unit in the personal information of the examinee.
Judgement unit, after registering successfully, judgement unit reads the personal information of examinee in storage unit, is gone through according to the examinee
Records of the Historian record reminds whether invigilator personnel want emphasis to supervise the examinee.
Judgement unit reads the personal information of examinee in storage unit, if the personal information record of examinee has abnormal behaviour
Information then reminds and examines personnel emphasis is wanted to supervise the examinee.
Include student number, examination hall number, examine in the abnormal behaviour information of examinee's personal information by test taker records unit record
Try subject and test time.
Examinee's essential information includes examinee's name, student number and examination hall number.
Examinee's facial image is sent to Face++ platform by java in http agreement post method by information acquisition unit
Detect API, Face++ Platform Analysis image and the recognition of face mark data face_token for returning to the image, information are adopted
Collect unit and the essential information of the recognition of face mark data face_token of the image and examinee are sent to storage unit, passes through
The mode of JDBC will be in the MySQL database of examinee's essential information and recognition of face mark data storage storage unit.
Invigilator personnel input examination hall number by face identification unit；Face identification unit calls Face++ platform
FaceSet Create API creates a set, and set is named as faceset1, and storage unit calls Face++ platform
The face_token data of all examinees in the examination hall are added to the set by FaceSet AddFace API；Invigilator personnel pass through
Mobile terminal camera acquires current examinee's facial image, and image is sent to Face++ platform by http agreement post method
Search API；Face++ platform by image analysis generate face_token and with data comparison in faceset1, judgement
Whether the examinee is examination hall examinee.If it is examinee number is returned to storage unit, and storage unit returns examinee's essential information
It is back to the face identification unit of mobile terminal, is shown on the screen of mobile terminal, success of registering；If it is not, then returning to recognition failures
Information reminds invigilator personnel to face identification unit.
Invigilator personnel input description and the examinee's student number of the abnormal behaviour of examinee by test taker records unit.
After face identification unit judges examinee for examination hall examinee, the work of the examinee in storage unit is inquired in a manner of JDBC
Disadvantage record, if cheating is recorded as sky, interface display " examinee is reliable ", the abnormal row that otherwise will be recorded in examinee's historical record
It is shown on interface for number.
Test taker records unit is able to record examinee's cheating information.Its operation is as follows, by text box input examinee's student number,
System local zone time is read in test subject, the bad behavior of generation, is written in examinee's personal information.
Claims (10)
1. recording system is tested in a kind of examination hall based on recognition of face service, which is characterized in that single including information acquisition unit, storage
Member, face identification unit, test taker records unit and judgement unit；
The information acquisition unit, for acquiring the recognition of face mark data and examinee's essential information of examinee's facial image,
And stored storage unit into server end；
The storage unit, the recognition of face for receiving and storing the facial image from information acquisition unit acquisition identify number
The recognition of face mark data of corresponding examination hall examinee and examinee are believed substantially and when examinee registers according to examinee's essential information
Breath is sent to face identification unit；
The face identification unit, first input examination hall number, then the facial image for the personnel that examination scene is taken an examination is carried out
Acquisition；Examination hall examinee's recognition of face mark that the face image recognition of face mark data of acquisition and storage unit are transmitted
Know data to compare；If there is examinee's face image data, then examinee's essential information feedback is read from storage unit again
To face identification unit；If it is not, prompt warning message；
The test taker records unit, when examination hall, abnormal behaviour occurs in examinee, invigilator personnel are remembered abnormal behaviour by the unit
Record is uploaded in server end storage unit in the personal information of the examinee；
The judgement unit, after registering successfully, judgement unit reads the personal information of examinee in storage unit, is gone through according to the examinee
Records of the Historian record reminds whether invigilator personnel want emphasis to supervise the examinee.
2. recording system is tested in the examination hall as described in claim 1 based on recognition of face service, which is characterized in that the judgement unit
The personal information of examinee in storage unit is read, if the personal information record of examinee has abnormal behaviour information, people is examined in prompting
Member wants emphasis to supervise the examinee.
3. recording system is tested in the examination hall as described in claim 1 based on recognition of face service, which is characterized in that pass through test taker records
Unit record includes that examination hall number, test subject, test time and abnormal behaviour are retouched in the abnormal behaviour information of examinee's personal information
It states.
4. recording system is tested in the examination hall as described in claim 1 based on recognition of face service, which is characterized in that the examinee is basic
Information includes examinee's name, student number and examination hall number.
5. recording system is tested in the examination hall as described in claim 1 based on recognition of face service, which is characterized in that the information collection
Unit, face identification unit, test taker records unit and judgement unit installation are on mobile terminals.
6. recording system is tested in the examination hall as described in claim 1 based on recognition of face service, which is characterized in that the information is adopted
Collect unit and examinee's facial image is sent in http agreement post method by Face++ platform Detect API, Face by java
++ Platform Analysis image and the recognition of face mark data face_token for returning to the image, information acquisition unit is by the image
The essential information of recognition of face mark data face_token and examinee are sent to storage unit.
7. recording system is tested in the examination hall as described in claim 1 based on recognition of face service, which is characterized in that the information collection
Unit will collect examinee's essential information and recognition of face mark data is stored by way of JDBC to the storage of server end
In unit, the database of storage unit for storing data is MySQL database.
8. recording system is tested in the examination hall as described in claim 1 based on recognition of face service, which is characterized in that the face is known
In other unit, invigilator personnel input examination hall number by face identification unit；Face identification unit calls Face++ platform
FaceSet Create API creates a set, and set is named as faceset1, and storage unit calls Face++ platform
The face_token data of all examinees in the examination hall are added to the set by FaceSet AddFace API；Invigilator personnel pass through
Mobile terminal camera acquires current examinee's facial image, and image is sent to Face++ platform by http agreement post method
Search API；Face++ platform by image analysis generate face_token and with data comparison in faceset1, judgement
Whether the examinee is examination hall examinee.
9. if it is returning to the storage unit of examinee number to server-side, examinee's essential information is back to by server-side storage unit
The face identification unit of mobile terminal is shown on the screen of mobile terminal；If it is not, then returning to recognition failures information to recognition of face
Unit reminds invigilator personnel.
10. recording system is tested in the examination hall as described in claim 1 based on recognition of face service, which is characterized in that in recognition of face
Unit judges examinee records after the examinee of examination hall, to inquire the abnormal behaviour of the examinee from storage unit in a manner of JDBC, if
Abnormal behaviour is recorded as sky, interface display " examinee is reliable ", the abnormal behaviour number that otherwise will be recorded in examinee's historical record
It is shown on interface.
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| CN112686787A (en) * | 2020-12-30 | 2021-04-20 | 广东德诚大数据科技有限公司 | Examination paper marking method and device based on timing identity authentication and computer readable medium |
| CN112712630A (en) * | 2020-12-31 | 2021-04-27 | 广东德诚大数据科技有限公司 | Examinee identity information inspection system based on face recognition |
| CN116883953A (en) * | 2023-09-08 | 2023-10-13 | 杭州东方网升科技股份有限公司 | Online examination anti-cheating method, system and storage medium |
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Application publication date: 20190709 |