CN101615246A - Examinee's identity fingerprint verification system towards large-scale examination - Google Patents

Examinee's identity fingerprint verification system towards large-scale examination Download PDF

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Publication number
CN101615246A
CN101615246A CN200910072575A CN200910072575A CN101615246A CN 101615246 A CN101615246 A CN 101615246A CN 200910072575 A CN200910072575 A CN 200910072575A CN 200910072575 A CN200910072575 A CN 200910072575A CN 101615246 A CN101615246 A CN 101615246A
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examinee
examination
finger print
fingerprint
information
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王科俊
冯伟兴
管凤旭
王晨晖
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Harbin Engineering University
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Harbin Engineering University
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Abstract

The present invention relates to a kind of identification verification system using finger print that is used for large-scale examination examinee authentication.Finger print information is gathered son with highly effective gathering examinee finger print information; The finger print information ADMINISTRATION SUBSYSTEM is encrypted as key examinee's information of registering to its finger print information, and generates the admission card for entrance examination have the uniqueness bar code and be used for checking; It is main that finger print information checking subsystem adopts the quick fingerprint authentication module of one-to-many, and the high precision fingerprint authentication module is examinee's identity fingerprint composite authentication method of assisting one to one, carries out examinee's finger print identification verification rapidly and accurately; Subsystem is verified after the checking of examination fingerprint on site finishes in the examination hall, carries out the scarce examinee in examination hall according to the fingerprint authentication result and verifies; Fingerprint authentication information reports subsystem examinee's finger print information that checking is passed through can be sent to the examinee and recruits universities and colleges.The present invention has the easily capable property of fingerprint collecting, the information management security, and fingerprint authentication quick and precisely waits characteristics, can effectively realize examinee's identity fingerprint verification in the large-scale examination.

Description

Examinee's identity fingerprint verification system towards large-scale examination
(1) technical field
The invention belongs to the biological characteristics identity recognizing technology field, be specifically related to a kind of identification verification system using finger print, be used for large-scale examination examinee authentication, impersonate the generation of phenomenon effectively to stop examinee in the large-scale examination.
(2) background technology
Along with arrival of information age, more and more come into one's own based on the human body identity recognizing technology of biological characteristic.Fingerprint recognition is that information such as the lines, minutia according to somatic fingerprint is carried out identity authentication to the operation or the person of being operated.Existence is easy to extract, recognition speed is fast, and the precision advantages of higher is present most widely used human body identity biological signature verification method.
In all kinds of large-scale examinations of China, especially in adult's examination, impersonate phenomenon and happen occasionally.Ministry of Education's self-study examination is done to examine and is engaged in and Office of the Ombudsman represents: cheat at one's exam as a kind of social problems, under the influence of bad common practices such as extensive, the eager for instant success and quick profits idea rising of current market economy transaction principle, comprise in the various examinations of self-study examination, aspects such as the number, means, phychology of cheating, present tendency complicated, seriousization really day by day.Employing " gunman " to act as fraudulent substitute for a person is exactly one of conventional means.This has badly influenced the fairness and the seriousness of examination.
At present, in all kinds of large-scale examinations, still the mode that extensively adopts the invigilator personnel to carry out examinee's authentication according to examinee's photo because subjective factor is a lot, impersonates phenomenon and is difficult to stop.At this phenomenon, adopting the finger print identification verification mode to carry out examinee's authentication is an effective solution.
Domestic existing examinee's identity fingerprint verification technology is divided into three kinds by the verification mode difference of taking:
1. stamp collection, concentrated comparison
During examination, teacher confirms examinee's identity by data such as photos, hand-held simultaneously ink paste, to the examinee seat examinee's fingerprint is pressed down in the fingerprint region of test paper, examination is delivered to Test Centre with test paper after finishing, concentrate scanning, concentrate comparison, identify that examinee's identity is whether legal and whether examination paper is effective.If latter examinee's number is more, the region of distribution is wider, and then the workload of the fingerprint typing in later stage and comparison is very big.And, if fingerprint collecting is second-rate or comparison mistake etc. bring a lot of troubles all can for follow-up work, verify once more to Test Centre as needing the examinee, in this process again new replacement or the like might take place.It is bigger to implement risk, is not suitable for large-scale examination system.
2.POS machine+IC-card mode
To the examinee seat, the IC-card that records information such as examinee's fingerprint is inserted the POS machine by supervisor's handheld POS machine, collection in worksite examinee living body finger print is compared with the original fingerprint that is stored in this examinee in the IC-card simultaneously, checking examinee identity.If compare successfully, confirm that then identity is legal, otherwise, repeatedly confirm, if can not pass through really, then tentatively predicate and impersonate and accept investigation.The time of fingerprint authentication can be placed on before examination during as for examination, also can be placed on after examination, in order not influence examinee's mood, avoids because nervous situation about can't pass through need be placed on authentication after the examination.This kind mode is because fingerprint comparison speed is slow, and low precision influences examinee's examination, is not suitable for large-scale examination system.
3.PC machine mode
The PC mode promptly is provided with PC in the examination hall, and PC is installed Acquisition Instrument.If network condition is better, can directly link to each other with Test Centre, compare on the backstage by network, otherwise can be in advance examinee's fingerprint of examination hall examination be downloaded on the PC (can by network or mobile memory medium such as floppy disk, flash disk, portable hard drive, CD etc.), when the examinee takes an examination, input admission card for entrance examination number, gather fingerprint, compare, comparison is passed through, take an examination, otherwise do not allow to take an examination and accept investigation.Because the support of PC is arranged, and this mode can be carried out examinee's identity fingerprint verification rapidly and accurately.
By analyzing, the present invention adopts the PC mode to carry out large-scale examination examinee identity fingerprint verification.And many according to examinee's number in the large-scale examination, examination is concentrated etc., and factor causes that the higher fingerprint collecting of system is easily gone property, the information management security, requirements such as fingerprint authentication rapidity, at examinee's fingerprint collecting, management and checking wait each link all to carry out novel specific aim design, to satisfy in the large-scale examination needs to examinee's authentication.
(3) summary of the invention
The object of the present invention is to provide examinee's identity fingerprint verification system that a kind of examinee's of being applicable to number is many, examination is concentrated towards large-scale examination.
The objective of the invention is to realize like this:
1. system is by the finger print information collection, and finger print information is managed, the finger print information checking, and the examination hall is verified, and fingerprint authentication information reports five groups of subsystems to become;
2. examinee's finger print information is gathered
The examinee at first nets the newspaper essential information, and system generates a unique registration number automatically, and generates a registration card that contains the registration bar code;
Then, the examinee prints registration card and holds this and demonstrate,prove the appointed place and carry out the finger print information collection; The staff can confirm examinee's identity with the bar code on the barcode scanner scanning registration card, subsequently, utilizes camera collection examinee photo, and fingerprint instrument is gathered examinee's fingerprint, and with the field data that collects and its people's essential information corresponding stored together.At last, print a complete registration information table, confirm the signature of errorless back by the examinee;
3. examinee's finger print information management
At first, after the collection of examinee's finger print information, examinee's information of registering is encrypted its finger print information as key, be stored in then in the database;
Subsequently, examinee's finger print information of each registration point collection reports step by step by database;
At last, all examinee's finger print informations all are reported in the administrative center total data storehouse;
Before the examination, make examinee's admission card for entrance examination according to the arrangement of examinee's examination point, contain unique examinee's admission card for entrance examination bar code on this admission card for entrance examination by administrative center examinee finger print information total data storehouse.And examinee's finger print information exported in the database, derive and contain unique examinee's registration number and admission card for entrance examination number in the storehouse simultaneously;
Subsequently, this database issues step by step, and finally arrives each examination point, at this moment, will only comprise this examination point examinee's fingerprint authentication information in the database of each examination point;
4. examinee's finger print information checking
Comprise one-to-many verify fast primary module and one to one high precision verify secondary module;
At first, system utilizes the one-to-many module that examinee's identity is carried out fingerprint authentication, the scene is confirmed this examinee's identity to the examinee who takes an examination by scanning its admission card for entrance examination bar code of holding on the admission card for entrance examination, put into examinee's fingerprint authentication information cache pond after subsequently this examinee's finger print information of storehouse stored number being decrypted according to its registration, thereby support the simultaneous verification of unit hyperchannel;
The examinee who does not pass through for the minority fingerprint authentication once more by fingerprint one to one authentication module carry out the high precision authentication;
5. the examination hall is verified
On-the-spot in examination, treat that all examinee's finger print identification verifications finish after, the result gathers with fingerprint authentication, and obtains containing scarce examinee's list of examination hall positional information in view of the above, can be used for check in the examination;
6. examinee's fingerprint authentication information reports
After examination finished, examinee's fingerprint authentication information reported administrative authority, as examinee's validity foundation of taking an examination.This information offers enrollment universities and colleges, carries out the fingerprint check when the examinee reports for work, the behavior of just being acted as fraudulent substitute for a person by the ghost examinee when avoiding examination registration that impersonates.
The present invention has the following advantages:
1, examinee's finger print information is gathered, and can demonstrate,prove by the registration that contains bar code that barcode scanner scanning is printed in advance, quick and precisely determines examinee's identity, and collection in worksite finger print information and examinee individual essential information correspondence are in the same place;
2, the management of examinee's finger print information adopts examinee's information of registering as key its finger print information to be encrypted, and guarantees the security of examinee's finger print information;
3, the management of examinee's finger print information is arranged according to the examination hall, makes the admission card for entrance examination that contains examinee's admission card for entrance examination bar code, is used for checking;
4, examinee's finger print information checking can quick and precisely be determined examinee's identity by the prior admission card for entrance examination of printing that contains bar code of barcode scanner scanning;
5, examinee's finger print information verifies that it is main being designed to the quick authentication module of one-to-many, is aided with examinee's identity fingerprint composite authentication method of high precision authentication module one to one.The one-to-many module realizes that the examinee carries out finger print identification verification fast, module realizes the checking of examinee's identity fingerprint high precision one to one, thereby guaranteeing that the on-the-spot examinee of examination carries out when finger print identification verification enters the examination hall fast, avoiding all kinds of disputes that cause because of examinee's identity fingerprint verification again;
6, the examination hall check method behind the on-the-spot examinee's finger print identification verification of examination is promptly on-the-spot in examination, generates according to examinee's finger print identification verification result and contains scarce examinee's list of examination hall positional information, and check in examination, further avoids impersonating the appearance of phenomenon;
7, after examination finished, examinee's fingerprint authentication information reported administrative authority, as examinee's validity foundation of taking an examination.This information offers enrollment universities and colleges, carries out the fingerprint check when the examinee reports for work, the behavior of just being acted as fraudulent substitute for a person by the ghost examinee when avoiding examination registration that impersonates.
(4) description of drawings
Fig. 1 is towards examinee's identity fingerprint verification system of large-scale examination
Fig. 2 examinee's finger print information collection in worksite module constitutes
Fig. 3 examinee's finger print information collecting flowchart figure
Fig. 4 examinee's finger print information management flow chart
Fig. 5 examinee's finger print information checking process flow diagram
The quick authentication module of Fig. 6 examinee's fingerprint one-to-many constitutes
Fig. 7 examinee's fingerprint high precision authentication module one to one constitutes
(5) embodiment
For effectively preventing the phenomenon that impersonates in the large-scale examination,, examination many according to large-scale examination examinee number such as concentrates at characteristics, and system of the present invention is at examinee's fingerprint collecting, and management and checking wait each link all to carry out the specific aim design, and embodiment is as follows:
1. examinee's finger print information is gathered
Examinee's the finger print information collection of being responsible for registering of this link, its workflow is seen Fig. 2.
1.1 individual people's essential information net newspaper
The registration examinee at first carries out individual essential information and fills on appointed website, system generates a unique registration number automatically.
1.2 containing the registration card of bar code generates
System contains the registration card of registration bar code according to unique registration number one of the generation of examinee.Printing this registration by the examinee demonstrate,proves the scene and carries out the follow-up collection.
1.3 field data collection
The examinee holds registration and demonstrate,proves the appointed place and carry out information acquisition.Field data acquisition module composition is seen Fig. 3.Before the collection, the staff can confirm examinee's identity with the bar code on the barcode scanner scanning registration card, subsequently, utilizes camera collection examinee photo, and fingerprint instrument is gathered examinee's fingerprint, and with the field data that collects and its people's essential information corresponding stored together.
1.4 validation of information
At last, print a complete registration information table, examined by the examinee, as examine errorlessly, i.e. signature is confirmed; As wrong, can correct signature more then and there and confirm.
By taking above information collecting method, what can increase substantially registration examinee's information acquisition speed and avoid fully that the on-site manual input information occurs adopts problems such as wrong people and input information be wrong.
2. examinee's finger print information management
This link is responsible for after the collection of registration examinee finger print information to finger print information checking all working before.Its workflow is seen Fig. 4.
2.1 information encryption
This system has adopted information ciphering method to guarantee the safety of examinee's finger print information.Be that the information of immediately examinee being registered is encrypted its finger print information as key after the collection of examinee's finger print information, be stored in the database then, thereby guarantee the Information Security of examinee's finger print information at collection terminal.
2.2 information reports
Examinee's finger print information that each registration point is gathered reports step by step by database, because database is supported cryptoguard and need special software just can operate on it that this guarantees the security of examinee's finger print information in the reporting information transmittance process.At last, all examinee's finger print informations all are reported in the administrative center total data storehouse.This database adopts large database, to guarantee the security in the storage of examinee's finger print information.
2.3 admission card for entrance examination is made
Before the examination, make examinee's admission card for entrance examination according to the arrangement of examinee's examination point, contain unique examinee's admission card for entrance examination bar code on this admission card for entrance examination by administrative center examinee finger print information total data storehouse.
2.4 information issues
Examinee's finger print information is exported in the database according to the arrangement of examinee's examination point by administrative center examinee finger print information total data storehouse.Derive and to contain unique examinee's registration number and admission card for entrance examination number in the storehouse simultaneously.Subsequently, this database issues step by step, and finally arrives each examination point, at this moment, will only comprise this examination point examinee's fingerprint authentication information in the database of each examination point.And the examinee's finger print information in each examination point examinee fingerprint authentication information database still is in the original encryption state, thereby guarantees the Information Security of examinee's finger print information at the checking end.
3. examinee's finger print information checking
This link is responsible in each examination point the examinee who takes an examination being carried out finger print identification verification, and its workflow is seen Fig. 5.This system design is that the quick authentication module of one-to-many is main, is aided with examinee's identity fingerprint composite authentication method of high precision authentication module one to one.
3.1 the quick fingerprint authentication of one-to-many
This module constitutes sees Fig. 6.At first, the staff is scanned the examinee who takes an examination with barcode scanner and is held admission card for entrance examination bar code on the admission card for entrance examination in that checking is on-the-spot, to confirm this examinee's identity.Put into examinee's fingerprint authentication information cache pond after subsequently this examinee's finger print information of storehouse stored number being decrypted according to its registration.This cache pool can hold several examination examinees' finger print information simultaneously, and supports a PC to carry out the authentication of hyperchannel examinee identity fingerprint simultaneously, effectively improves examinee's fingerprint authentication speed.
3.2 high precision fingerprint authentication one to one
Carry out examinee's identity fingerprint verification by the one-to-many module, most of examinees can directly enter the examination hall by fingerprint authentication rapidly and take an exam, and the examinee that minority is not passed through because of a variety of causes fingerprint authentication can be once more by fingerprint one to one authentication module carry out authentication.Fingerprint one to one authentication module except the automatic fingerprint comparison of normal computing machine is provided, the fingerprint image of reserving when also providing examinee's finger print information to gather is manually compared, to avoid normal examinee because of can't occurring by the problem that authentication can not normally be taken an examination that the fingerprint breakage causes.Simultaneously, also can more properly approve the behavior of impersonating, reduce the staff and make the difficulty that impersonates choice.Examinee's fingerprint comparison process one to one will be preserved automatically, in order to examine afterwards.
The checking of examinee's finger print information is because employing one-to-many authentication module is main, be aided with examinee's identity fingerprint composite authentication method of authentication module one to one, thereby guarantee that the examinee quick and precisely carries out identity fingerprint verification, can effectively avoid all kinds of disputes that cause because of examinee's identity fingerprint verification.
4. the examination hall is verified
On-the-spot in examination, treat that all examinee's finger print identification verifications finish after, the fingerprint authentication result can be gathered, and obtain containing scarce examinee's list of examination hall positional information in view of the above, can be used for check in the examination, thereby thoroughly avoid impersonating the appearance of phenomenon.
5. fingerprint authentication information reports
After examination finishes, take an examination on-the-spot examinee's fingerprint authentication result and proof procedure thereof will be kept in the on-the-spot database and return upper management department, be used for filing and verifying afterwards, and its result is as examinee's validity foundation of taking an examination.In addition, examinee's finger print information also can offer enrollment universities and colleges, carries out the fingerprint check when the examinee reports for work, the behavior of just being acted as fraudulent substitute for a person by the ghost examinee when avoiding examination registration that impersonates.

Claims (2)

1, a kind of examinee's identity fingerprint verification system towards large-scale examination is characterized in that:
(1) by the finger print information collection, the finger print information management, the finger print information checking, the examination hall is verified, and fingerprint authentication information reports five groups of subsystems to become;
(2) examinee's finger print information is gathered
The examinee at first nets the newspaper essential information, and system generates a unique registration number automatically, and generates a registration card that contains the registration bar code;
Then, print registration card and hold this and demonstrate,prove the appointed place and carry out the finger print information collection; Can confirm examinee's identity with the bar code on the barcode scanner scanning registration card, subsequently, utilize camera collection examinee photo, fingerprint instrument is gathered examinee's fingerprint, and with the field data that collects and its people's essential information corresponding stored together;
At last, print a complete registration information table, confirm the signature of errorless back by the examinee;
(3) examinee's finger print information management
At first, after the collection of examinee's finger print information, examinee's information of registering is encrypted its finger print information as key, be stored in then in the database;
Subsequently, examinee's finger print information of each registration point collection reports step by step by database;
At last, all examinee's finger print informations all are reported in the administrative center total data storehouse;
Before the examination, make examinee's admission card for entrance examination according to the arrangement of examinee's examination point, contain unique examinee's admission card for entrance examination bar code on this admission card for entrance examination by administrative center examinee finger print information total data storehouse; And examinee's finger print information exported in the database, derive and contain unique examinee's registration number and admission card for entrance examination number in the storehouse simultaneously;
Subsequently, this database issues step by step, and finally arrives each examination point, at this moment, will only comprise this examination point examinee's fingerprint authentication information in the database of each examination point;
(4) examinee's finger print information checking
Comprise one-to-many verify fast primary module and one to one high precision verify secondary module;
At first, system utilizes the one-to-many module that examinee's identity is carried out fingerprint authentication, the scene is confirmed this examinee's identity to the examinee who takes an examination by scanning its admission card for entrance examination bar code of holding on the admission card for entrance examination, put into examinee's fingerprint authentication information cache pond after subsequently this examinee's finger print information of storehouse stored number being decrypted according to its registration, thereby support the simultaneous verification of unit hyperchannel;
The examinee who does not pass through for the minority fingerprint authentication once more by fingerprint one to one authentication module carry out the high precision authentication;
(5) examination hall is verified
On-the-spot in examination, treat that all examinee's finger print identification verifications finish after, the result gathers with fingerprint authentication, and obtains containing scarce examinee's list of examination hall positional information in view of the above, is used for the examination check;
(6) examinee's fingerprint authentication information reports
After examination finished, examinee's fingerprint authentication information reported administrative authority, as examinee's validity foundation of taking an examination.
2, the examinee's identity fingerprint verification system towards large-scale examination according to claim 1, it is characterized in that: described fingerprint one to one authentication module except the automatic fingerprint comparison of normal computing machine is provided, the fingerprint image of reserving when also providing examinee's finger print information to gather is manually compared, and examinee's fingerprint comparison process one to one will be preserved automatically.
CN200910072575A 2009-07-24 2009-07-24 Examinee's identity fingerprint verification system towards large-scale examination Pending CN101615246A (en)

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Cited By (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102663839A (en) * 2012-04-28 2012-09-12 湘潭大学 Wireless patrol-examining system
CN101794375B (en) * 2010-01-06 2012-09-26 哈尔滨工程大学 High-speed high-precision fingerprint identity authentication method
CN102722792A (en) * 2012-05-30 2012-10-10 山东省电力学校 Management method and system device for student recruitment
CN103986689A (en) * 2014-03-11 2014-08-13 桂林电子科技大学信息科技学院 Examination system login authentication method
CN104680451A (en) * 2015-02-13 2015-06-03 苏州市职业大学 Examinee identity verifying device based on fingerprint identification technology
CN105260629A (en) * 2015-09-21 2016-01-20 苏州市职业大学 Identity authentication apparatus for preventing taking examination for others
CN105303632A (en) * 2015-10-22 2016-02-03 苏州工业园区服务外包职业学院 Mobile signing monitoring system and working method
CN106127186A (en) * 2016-07-05 2016-11-16 天津金典生产力促进有限责任公司 A kind of examination identification system
CN106355206A (en) * 2016-08-31 2017-01-25 重庆凯泽科技股份有限公司 Examinee identity authentication system and method
CN107330419A (en) * 2017-07-04 2017-11-07 郑州大学 It is a kind of to carry out the method and device that recognition of face impersonates examinee using real-time monitoring
CN107464100A (en) * 2017-08-21 2017-12-12 吉林师范大学 Examination is registered platform and application method
CN107978044A (en) * 2017-11-29 2018-05-01 南京甄视智能科技有限公司 Based on face recognition technology and the high-precision identifying system of RFID technique and recognition methods
CN109035464A (en) * 2018-06-21 2018-12-18 深圳市卓帆技术有限公司 Distributed machine examines the method for registering, sign-in machine, system and storage medium
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CN111047849A (en) * 2019-12-30 2020-04-21 江苏大周基业智能科技有限公司 Networking remote control password module and safe remote control system
CN111160259A (en) * 2019-12-30 2020-05-15 温州医科大学 Body measuring system based on fingerprint identity authentication
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CN101794375B (en) * 2010-01-06 2012-09-26 哈尔滨工程大学 High-speed high-precision fingerprint identity authentication method
CN102663839A (en) * 2012-04-28 2012-09-12 湘潭大学 Wireless patrol-examining system
CN102722792A (en) * 2012-05-30 2012-10-10 山东省电力学校 Management method and system device for student recruitment
CN103986689A (en) * 2014-03-11 2014-08-13 桂林电子科技大学信息科技学院 Examination system login authentication method
CN104680451A (en) * 2015-02-13 2015-06-03 苏州市职业大学 Examinee identity verifying device based on fingerprint identification technology
CN105260629A (en) * 2015-09-21 2016-01-20 苏州市职业大学 Identity authentication apparatus for preventing taking examination for others
CN105303632B (en) * 2015-10-22 2018-04-03 苏州工业园区服务外包职业学院 A kind of mobile monitor is registered system and method for work
CN105303632A (en) * 2015-10-22 2016-02-03 苏州工业园区服务外包职业学院 Mobile signing monitoring system and working method
CN106127186A (en) * 2016-07-05 2016-11-16 天津金典生产力促进有限责任公司 A kind of examination identification system
CN106355206A (en) * 2016-08-31 2017-01-25 重庆凯泽科技股份有限公司 Examinee identity authentication system and method
CN107330419A (en) * 2017-07-04 2017-11-07 郑州大学 It is a kind of to carry out the method and device that recognition of face impersonates examinee using real-time monitoring
CN107464100A (en) * 2017-08-21 2017-12-12 吉林师范大学 Examination is registered platform and application method
CN107978044A (en) * 2017-11-29 2018-05-01 南京甄视智能科技有限公司 Based on face recognition technology and the high-precision identifying system of RFID technique and recognition methods
CN107978044B (en) * 2017-11-29 2021-11-05 南京甄视智能科技有限公司 High-precision recognition system and recognition method based on face recognition technology and RFID technology
CN109035464A (en) * 2018-06-21 2018-12-18 深圳市卓帆技术有限公司 Distributed machine examines the method for registering, sign-in machine, system and storage medium
CN110032850A (en) * 2019-04-04 2019-07-19 行知技术有限公司 A kind of Hands-On test pupilage verification method
CN111047849A (en) * 2019-12-30 2020-04-21 江苏大周基业智能科技有限公司 Networking remote control password module and safe remote control system
CN111160259A (en) * 2019-12-30 2020-05-15 温州医科大学 Body measuring system based on fingerprint identity authentication
CN111160259B (en) * 2019-12-30 2023-08-01 温州医科大学 Body measurement system based on fingerprint identity authentication
CN113269063A (en) * 2021-05-14 2021-08-17 彭皓 Examination management system based on big data and intelligent education
CN113269063B (en) * 2021-05-14 2022-06-03 常州易学网络科技有限公司 Examination management system based on big data and intelligent education

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Application publication date: 20091230