CN109360283A - The classroom of multi-modal authentication is registered method - Google Patents
The classroom of multi-modal authentication is registered method Download PDFInfo
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- CN109360283A CN109360283A CN201811031783.4A CN201811031783A CN109360283A CN 109360283 A CN109360283 A CN 109360283A CN 201811031783 A CN201811031783 A CN 201811031783A CN 109360283 A CN109360283 A CN 109360283A
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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
- 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
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Abstract
It registers method the invention discloses a kind of classroom of multi-modal authentication, comprising steps of teacher starts instruction of registering by smart phone publication, and sets origin reference location;Whether each student replys instruction of registering by smart phone, judge student's GPS positioning data and origin reference location data within error range;Perhaps information of acoustic wave student scans the two-dimensional code information by smart phone and perhaps identify that information of acoustic wave registers server end verifying two-dimensional barcode information or information of acoustic wave and record is registered information publication two-dimensional barcode information;Student carries out recognition of face by smart phone camera, and server end verifying recognition result simultaneously records information of registering;Intelligence of Students mobile phone is by screen locking, automatic unlocking after End-of-Course.The present invention is by can be realized the high efficiency and accuracy that classroom is registered to various data receivers, analysis, processing and fusion;Devise the mobile phone screen locking mechanism for ensureing classroom instruction.
Description
Technical field
The present invention relates to GPS positioning technology, two dimensional code identification technology, sound wave identification technology and face recognition technologies, specifically
Ground refers to that a kind of classroom of multi-modal authentication is registered method.
Background technique
At present in major colleges and universities at home, traditional classroom process of registering of calling the roll is cumbersome, consumes a large amount of time,
Student plays mobile phone in the process at school, has seriously affected teaching efficiency.By the analysis to existing product, present invention design is opened
It sends out a kind of and is registered screen locking technology based on GPS, two dimensional code, sound wave and the classroom of the multi-modal authentication of recognition of face, be can achieve
Guarantee concurrently quickly registers, guarantees that the person of registering is in classroom, guarantee is registered the purpose of being in classroom mobile phone class period, relatively
Existing scheme has a clear superiority in the market.The system is dedicated to improving check class attendance efficiency and effect, allows student can actively specially
Heart study, allow teacher can light students ' class state, intercommunion platform on student and the line of teacher after class is provided.
It attends class in face of college student and generally plays mobile phone and the phenomenon that cut classes, major colleges and universities have also formulated various measures,
Such as before the class unify receive mobile phone, teacher call the roll register, brush finger line, bluetooth are registered, wechat is registered, positioning is registered, positioning+campus
Net registers, SMS attendance etc..However there are many drawbacks in these schemes, it can be to avoid although for example receiving mobile phone
It is raw to play mobile phone, but do not allow legally on the other hand, and it is i.e. time-consuming and laborious directly to call the roll, brush finger line is spent
Cost prohibitive, be difficult to carry out in general school etc..For this purpose, formulate one it is efficient, convenient, practical and can be in major colleges and universities
The classroom generally carried out scheme of registering just is particularly important, this patent formula just allows for this point and generates.It can not only
Enough guarantees are registered fair and just, moreover it is possible to student classroom effectively be avoided to use mobile phone.
It there is no the classroom for registering classroom with GPS, two dimensional code, sound wave and the multi-modal authentication of recognition of face at present
The concrete scheme that screen locking technology of registering is carried out.
Summary of the invention
The purpose of the present invention is to solve deficiencies existing for above-mentioned background technique, and the one kind proposed is based on GPS, two
Dimension code, sound wave and recognition of face the classroom of multi-modal authentication register method.
To achieve the above object, the classroom of the multi-modal authentication designed by the present invention is registered method, special character
It is, includes the following steps:
1) teacher starts instruction of registering by smart phone publication, and sets origin reference location;
2) each student replys instruction of registering by smart phone, judges student's GPS positioning data and origin reference location data
Whether within error range, it is to go to step 3), otherwise registers unsuccessfully;
3) perhaps information of acoustic wave student by smart phone scans the two-dimensional code information or identification to publication two-dimensional barcode information
Information of acoustic wave is registered, and server end verifies two-dimensional barcode information or information of acoustic wave and records information of registering;
4) student carries out recognition of face by smart phone camera, and server end is verified recognition result and recorded and registers
Information;
5) Intelligence of Students mobile phone is by screen locking, automatic unlocking after End-of-Course.
Preferably, judge in the step 2) student's GPS positioning data and origin reference location data whether error range with
Interior method is the point dt and ds for obtaining teacher end and student side in GPS positioning, and origin reference location is teacher end anchor point dt,
The range error d of teacher end anchor point dt Yu student side anchor point ds has been determined, i.e., has been by both the center of circle dt, ds distance of dt
Less than 100 meters authentication authorization and accountings of radius r are to be judged as within error range.
Preferably, two-dimensional barcode information is issued in the step 3), student scans the two-dimensional code information by smart phone and carries out
The specific steps registered are as follows: the publication of received server-side to teacher is registered after instruction, generates two dimensional code at the classroom end PC, should
Two dimensional code includes timestamp;Teacher side scans the two-dimensional code;Server end starts to register after information to student side transmission, student side
It scans the two-dimensional code.
Preferably, after teacher side scans the two-dimensional code in the step 3), according to the separator-acquirement work set when encoding
Teacher's work number number of itself and current class hour are compared, if number=number2, verify work number by work song string number2
Errorless upload, server end start information of registering to student side transmission.
Preferably, in the step 3) server end verifying two-dimensional barcode information process are as follows: obtain teacher side scanning two dimension
The time that server-side receives teacher's two-dimensional code data after code generates the time difference of two dimensional code time with classroom end PC at this time, is denoted as
Poor Δ t1 at the first time, obtain student side scan the two-dimensional code rear server-side receive time of student side two-dimensional code data at this time
Classroom end PC generates the time difference of two dimensional code time, is denoted as the second time difference Δ t2, establishes model:
Δ t1=tt1-tt0
Δ t2=ts1-ts0
Δt2-Δt1<tf+c
Wherein, tt1 indicates the time in teacher's two-dimensional code data, and tt0 is received server-side teacher two-dimensional code data
Time, ts1 are the time in student's two-dimensional code data, and ts0 is the time of received server-side student end data, and tf is two dimension
The update cycle of code, c are the time-consuming error of two dimensional code transmission twice, take c=10000, unit is millisecond;
The establishment of server end computation model is then proved to be successful, otherwise authentication failed.
Preferably, the specific steps of information of acoustic wave are issued in the step 3) are as follows: the frequency of setting sound wave function, every
Sonic data sound duration be 100ms, start sounding after, generator loop play is encoded after the sound wave f for having fixed frequency
1, default the time character string in every 10s update first encoding data, will be automatically stopped within three minutes after opening sounding.
Preferably, the frequency of the sound wave function is the frequency of sound wave of 2000HZ or more.
The preferably described step 3) middle school student identify that information of acoustic wave is registered by smart phone, and student side, which receives, to be known
Other sound wave obtains frequency f2, and f2=f1 is to identify successfully, then verifies immediately whenever recognizing primary complete valid data,
Then stop identifying by verification, standardization processing is done to inspection data, retransmits to server-side and carry out timeliness verifying, service
Device end timeliness is verified, otherwise success of registering repeats this step.
Preferably, the step 4) middle school student carry out recognition of face by smart phone camera, and server end verifying is known
Other similarity similarity, meet similarity >=85% be successful match, be proved to be successful, go to step 5), test
Card failure then repeats this step.
Preferably, for step 5) the middle school student smart phone by after screen locking, the display screen of Intelligence of Students mobile phone will be banned
With all touch key-press cannot use, and from the active state of screen locking start recording mobile phone, if student passes through danger button
Pressure will be recorded data using mobile phone and be uploaded to server end.
It is tested the present invention has the advantages that the present invention is utilized based on GPS, two dimensional code, sound wave and the multi-modal identity of recognition of face
The classroom of card screen locking technology of registering solves teacher and usually takes attendance in class that time-consuming, and what inaccuracy of calling the roll and student left early asks
The problems such as inscribing, avoiding subjectivity caused by artificial call the roll, poor efficiency.The present invention devises classroom instruction and registers screen locking stream
Journey;Establish be based on GPS, two dimensional code, sound wave and the multi-modal identity validation technology of recognition of face, by various data receivers,
Analysis, processing and fusion, can be realized the high efficiency and accuracy that classroom is registered;Devise the cell-phone lock for ensureing classroom instruction
Screen mechanism.Wherein, design classroom screen locking process of registering is use two different schemes to cope with difference and attend class the label of situations
To problem, the process of registering that teacher is completed on any classroom is realized.The present invention is the system of various roll-calls of registering, system of attendance
Fixed and implementation provides important technical support.
Detailed description of the invention
Fig. 1 is that the classroom of the multi-modal authentication of the present invention is registered the frame diagram of method.
Fig. 2 is the flow chart that classroom end issues that GPS registers.
Fig. 3 is that student side starts the flow chart that GPS registers.
Fig. 4 is the flow chart issuing two dimensional code and registering.
Fig. 5 is the flow chart for starting two dimensional code and registering with recognition of face.
Specific embodiment
Below in conjunction with the drawings and specific embodiments, the present invention is described in further detail.
The method as shown in Figure 1, a kind of classroom of multi-modal authentication proposed by the present invention is registered, overall flow include:
Step 1, design classroom instruction are registered screen locking process;
Step 2 is established and is based on GPS, two dimensional code, sound wave and the multi-modal Authentication mechanism of recognition of face;
Step 3, design ensure the mobile phone screen locking mechanism of classroom instruction.
The present invention proposes two kinds of embodiments, if then used in the classroom for having the end PC and projector " GPS --- two
Dimension code --- recognition of face --- completion of registering locks screen automatically " technology of registering;If in outdoor or without the class at the end PC
On, then use the technology of registering of " completion of registering locks screen automatically GPS --- sound wave identification --- ".
Embodiment one:
1) teacher starts instruction of registering by smart phone publication, and sets origin reference location.
The class period is closed on, teacher's selection is registered, determine oneself position, as shown in Fig. 2, method particularly includes: teacher passes through
Smart phone obtains current course, judges whether current course is empty, is to register unsuccessfully, and otherwise teacher clicks publication and registers
Instruction obtains GPS positioning information dt and is uploaded to server end, and server end sets origin reference location.
2) each student replys instruction of registering by smart phone, judges student's GPS positioning data and origin reference location data
Whether within error range, it is to go to step 3), otherwise registers unsuccessfully.
As shown in figure 3, student obtains current course by smart phone, judge whether current course is empty, is to register
Failure, otherwise judges whether current course obtains instruction of registering, otherwise registers unsuccessfully, be, obtains GPS positioning information ds upload
To server end.
Server end obtains the point dt and ds of teacher end and student side in GPS positioning, develops for present design
Application software in, by means of the API of Baidu map, by accessing Baidu map API, the flat of GPS positioning may be implemented
Equal error k≤40 meter, and actually in class tested by application software in teacher, correlation data judges student's GPS positioning
Whether data and origin reference location data are within error range.It has been determined teacher end anchor point dt's and student side anchor point ds
Range error d [ds~dt] is that less than 100 meters authentication authorization and accountings of radius r are that GPS registers success by both centers of circle distance of dt.
Student's smart phone will open GPS background service on backstage and monitor student current location in real time after registering successfully, often
A data are sent to server every a period of time such as 30s, judge whether it leaves classroom range during class hours.
3) two-dimensional barcode information information is issued, student scans the two-dimensional code information by smart phone and registers, server end
Verifying information of acoustic wave simultaneously records information of registering.The end PC announce two dimensional code, teacher sweep mobile terminal two dimensional code be added Classroom Information and
Artificial number, student side sweeps two dimensional code, and decoded information completion consistent with Classroom Information and teacher's work number is registered.
Two dimensional code need to be by the PC end projection to classroom large screen of classroom, it is contemplated that classroom computer is not necessarily mutual with network
Connection, it is meant that it is consistent with network time not can guarantee its system time.Therefore, it is necessary to record the time of computer on two dimensional code,
And primary (tf is the two dimensional code update cycle) is synchronized every tf.When verifying, the publication of teacher elder generation barcode scanning is registered, this in the process can
Time and the generation of classroom end PC at this time two that rear server-side receives teacher's two-dimensional code data are scanned the two-dimensional code to obtain teacher side
The time difference for tieing up the code time is denoted as poor Δ t1 at the first time, obtains student side and scans the two-dimensional code rear server-side reception student side two
The time for tieing up code data generates the time difference of two dimensional code time with classroom end PC at this time, is denoted as the second time difference Δ t2, establishes mould
Type:
Δ t1=tt1-tt0
Δ t2=ts1-ts0
Δt2-Δt1<tf+c
Wherein, tt1 indicate teacher's two-dimensional code data in time, tt0 be server-side receive teacher's two-dimensional code data when
Between, ts1 is the time in student's two-dimensional code data, and ts0 is the time that server-side receives student's end data, and tf is two dimensional code
Update cycle, c are the time-consuming error of two dimensional code transmission twice.By test, c=10000 is taken, unit is millisecond.That is (student
Classroom machine time when classroom machine time-teacher's barcode scanning when barcode scanning)-(server-side receives two-dimensional code data after student's barcode scanning
When m- teacher's barcode scanning after server-side receive time of two-dimensional code data).It is equally student's barcode scanning and religion in first bracket
The interval time that two behaviors of teacher's barcode scanning occur, worst error are the update cycle of two dimensional code.Second bracket is swept for student
The interval time that code occurs with two behaviors of teacher's barcode scanning, error are the error of network transmission time-consuming twice.So two
Bracket makees difference certainly less than tf+c.
For decoding scheme in decoding, teacher calls smart phone rear camera to obtain image in 2 D code, flat using system
Platform official two-dimensional code decoder can be obtained the two-dimensional code data of setting.After getting two-dimensional code data, set when according to coding
Separator "-" obtain work number substring number2, teacher's work number number of itself and current class hour are compared, if number=
Number2 then verifies the errorless upload of work number.Teacher's barcode scanning is registered the class hour after uploading becomes function publication, and student can start to sweep
Code is registered.
Two-dimentional code scheme will make two dimensional code have actual verifying performance, need to guarantee two dimensional code coded data
Uniqueness and timeliness.In uniqueness, coded number is added in unique identification that each teacher is had --- work number number
According to.In timeliness, the millisecond time of current time is indicated coded data is added, while teacher being allowed to set this time
The update cycle tf of string.The update cycle tf of teacher's setting can also be added in coded data, in addition a network delay
Error c is exactly the error for verifying two dimensional code timeliness.
4) student carries out recognition of face by smart phone camera, and server end is verified recognition result and recorded and registers
Information.
As shown in figure 4, student opens front camera and carries out human face scanning after the completion of two dimensional code is registered, verify whether
For my login, system prestores everyone facial head portrait, when carrying out recognition of face, system according to the eyes of each human face,
These three main features of nose, mouth and the overall profile of each face are analysed and compared, it is determined that one identification
Similarity similarity, if meet similarity >=85% be successful match, be proved to be successful open system lock
Screen, authentication failed then need to register again.
5) Intelligence of Students mobile phone is by screen locking, automatic unlocking after End-of-Course.
After screen locking, the display screen of mobile phone will be disabled, and all touch key-press can not use, and remember since screen locking
The active state of mobile phone is recorded, if student, which will be recorded data using mobile phone by danger button pressure, is uploaded to server.
Time started of attending class is more than three minutes or more, and student registers success, then record is late and is uploaded to server.On
During class, student side keeps the primary real-time positioning of verifying in 30 seconds to press if will be denoted as and leave early not in range for continuous five minutes
Teacher's setting, which is taken off, usually to divide;It registers after screen locking, in automatic unlocking after class, is incited somebody to action if class period student unlocks by force manually
It is recorded undisciplined, is taken off and usually divided by teacher's setting, teacher side can check and eliminate this undisciplined information;Student terminates at school
It does not register to be denoted as yet afterwards and cut classes, take off by teacher's setting and usually divide.
Embodiment two:
The difference of embodiment two and embodiment one is only that step 3), other steps are consistent with embodiment, repeat no more.
3) information of acoustic wave is issued, student identifies that information of acoustic wave is registered by smart phone, and server end verifies sound wave
Information simultaneously records information of registering.
31) frequency of sound wave function is set, every sonic data sound duration is 100ms, after starting sounding, generator
The sound wave f 1 for having fixed frequency after loop play is encoded defaults the time character in every 10s update first encoding data
String will be automatically stopped for three minutes after opening sounding;
32) student identifies that information of acoustic wave is registered by smart phone, and student side receives identification sound wave and obtains frequency
F2, f2=f1 are to identify successfully, then verify whenever recognizing primary complete valid data, are then stopped immediately by verification
Identification, does standardization processing to inspection data, retransmits to server-side and carries out timeliness verifying, the verifying of server end timeliness
By success of then registering, this step is otherwise repeated.
Sound wave identifies that Technology application of registering combines the characteristics of current cell phone can receive and dispatch sound wave, and encoding scheme exists
It is similar with two dimensional code coding when acoustic coded, it is also desirable to which that coded data has uniqueness and timeliness, since sound wave is vulnerable to dry
A period is disturbed and spans, therefore compared with two dimensional code coded data, acoustic coded data demand data are simplified as far as possible to improve
Communication speed, setting check bit are to improve the precision of communication, setting starts identifier and guarantees to confirm the validity data in communication
Beginning and end.Coded data is indicated with following model: it is current coded data: to start symbol first+ work number substring number+
Time millisecond indicates rear six timeNumber+check bit checkNumber of string;Valid data: work number substring number+
Six timeNumber after timestamp, when work number is greater than four: four after work number substring number=work number, otherwise: work
Work song string number=work number;Check bit checkNumber=(valid data length length+ valid data each
EachLength), after coded data determines, sound wave function, sound wave function are passed into the generator of system platform official offer
For a SIN function y (z, t)=A (z, t) sin (kz-wt+ φ), z is the time in formula, and k is wave number, and t is the time, then A
(z, t) indicates amplitude, and φ is phase.Sometime, the waveform of sound wave is sinusoidal waveform, and equation is expressed as y=Asin
(wt+ φ), A is amplitude in formula, and w is angular speed, and φ is initial phase.The frequency of sound wave function is set according to following code book: being compiled
Code book:--2000HZ ", -0-2300HZ ", -1-2600HZ " ... -9-5000HZ " wherein-- " be start to identify
Accord with first.According to setting, bits per inch is 100ms according to sound duration.After starting sounding, after generator encodes loop play
Sound wave defaults the time character string in every 10s update first encoding data.It will be automatically stopped within three minutes after opening sounding, teacher
It can be shut down manually according to situation of registering.
It is measured by experiment, in the phonation time of 100ms, sounding number average out to that smart phone decoder recognizes
It 22 and keeps restraining.For this purpose, recognition result is recorded as original character string, continuous character recognition processing is done to it: continuous identification
It regards as 0-33 times as the sounding of a 100ms, regards as 2 sounding ... 99-110 and regard as 5 sounding 110 for 33-55 times
The above are 6 sounding, are then split according to beginning identifier to original character string, are once completely had whenever recognizing
Effect data then verify immediately.By verification then stop identifying, standardization processing is done to inspection data, retransmit to server-side into
The verifying of row timeliness.Timeliness is verified success of registering, and otherwise needs to re-recognize.
It will be understood by those of skill in the art that specific embodiments described herein, which is only used, explains the invention patent, and
It is not used in limitation the invention patent.Any modification for making within the spirit and principle of the invention patent and changes equivalent replacement
Into etc., it should be included among the scope of protection of the patent of the present invention.
Claims (10)
- A kind of method 1. classroom of multi-modal authentication is registered, characterized by the following steps:1) teacher starts instruction of registering by smart phone publication, and sets origin reference location;2) each student is registered instruction by smart phone reply, judges whether are student's GPS positioning data and origin reference location data Within error range, it is to go to step 3), otherwise registers unsuccessfully;3) perhaps information of acoustic wave student scans the two-dimensional code information by smart phone to publication two-dimensional barcode information or identification sound wave is believed Breath is registered, and server end verifies two-dimensional barcode information or information of acoustic wave and records information of registering;4) student carries out recognition of face by smart phone camera, and server end verifying recognition result simultaneously records information of registering;5) Intelligence of Students mobile phone is by screen locking, automatic unlocking after End-of-Course.
- The method 2. classroom of multi-modal authentication according to claim 1 is registered, it is characterised in that: in the step 2) Judge whether the method within error range is acquisition teacher end and student side for student's GPS positioning data and origin reference location data Point dt and ds in GPS positioning, origin reference location are teacher end anchor point dt, it is determined that teacher end anchor point dt and student side are fixed It is to be judged as accidentally that the range error d of site ds is less than 100 meters authentication authorization and accountings of radius r by both the center of circle dt, ds distance of dt Within poor range.
- The method 3. classroom of multi-modal authentication according to claim 1 is registered, it is characterised in that: in the step 3) Two-dimensional barcode information is issued, student scans the two-dimensional code the specific steps that information is registered by smart phone are as follows: server end connects The publication for receiving teacher is registered after instruction, generates two dimensional code, the two dimensional code timestamp at the classroom end PC;Teacher side scanning two dimension Code;Server end starts to register after information to student side transmission, and student side scans the two-dimensional code.
- The method 4. classroom of multi-modal authentication according to claim 1 is registered, it is characterised in that: in the step 3) After teacher side scans the two-dimensional code, the separator-acquirement work number substring number2 set when according to coding, by itself and current class hour Teacher's work number number comparison verify the errorless upload of work number if number=number2, server end is sent out to student side It send and starts information of registering.
- The method 5. classroom of multi-modal authentication according to claim 3 is registered, it is characterised in that: in the step 3) The process of server end verifying two-dimensional barcode information are as follows: obtain teacher side and scan the two-dimensional code rear server-side reception teacher's two-dimensional code data Time time difference of two dimensional code time is generated with classroom end PC at this time, be denoted as poor Δ t1 at the first time, obtain student side scanning The time that server-side receives student side two-dimensional code data after two dimensional code generates the time difference of two dimensional code time with classroom end PC at this time, It is denoted as the second time difference Δ t2, establishes model:Δ t1=tt1-tt0Δ t2=ts1-ts0Δt2-Δt1<tf+cWherein, tt1 indicates the time in teacher's two-dimensional code data, and tt0 is the time of received server-side teacher two-dimensional code data, Ts1 be student's two-dimensional code data in time, ts0 be received server-side student end data time, tf be two dimensional code more New period, c are the time-consuming error of two dimensional code transmission twice, take c=10000, unit is millisecond;The establishment of server end computation model is then proved to be successful, otherwise authentication failed.
- The method 6. classroom of multi-modal authentication according to claim 1 is registered, it is characterised in that: in the step 3) Issue the specific steps of information of acoustic wave are as follows: the frequency of setting sound wave function, every sonic data sound duration are 100ms, are started After sounding, generator loop play is encoded after the sound wave f1 for having fixed frequency, default every 10s and update in first encoding data Time character string, open sounding after will be automatically stopped within three minutes.
- The method 7. classroom of multi-modal authentication according to claim 1 is registered, it is characterised in that: the sound wave function Frequency be 2000HZ or more frequency of sound wave.
- The method 8. classroom of multi-modal authentication according to claim 6 is registered, it is characterised in that: in the step 3) Student identifies that information of acoustic wave is registered by smart phone, and student side receives identification sound wave and obtains frequency f2, and f2=f1 is It identifies successfully, is then verified immediately whenever recognizing primary complete valid data, then stop identifying by verification, to inspection data Standardization processing is done, retransmits to server-side and carries out timeliness verifying, server end timeliness is verified, and success of registering is no Then repeat this step.
- The method 9. classroom of multi-modal authentication according to claim 1 is registered, it is characterised in that: in the step 4) Student carries out recognition of face by smart phone camera, and server end verifying identification similarity similarity meets Similarity >=85% be successful match, be proved to be successful, go to step 5), authentication failed then repeats this step.
- The method 10. classroom of multi-modal authentication according to claim 1 is registered, it is characterised in that: the step 5) Middle school student's smart phone is by after screen locking, and the display screen of Intelligence of Students mobile phone will be disabled, and all touch key-press cannot use, and From the active state of screen locking start recording mobile phone, it is uploaded to if student will be recorded data using mobile phone by danger button pressure Server end.
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CN109919814A (en) * | 2019-03-11 | 2019-06-21 | 南京邮电大学 | A kind of classroom roll-call method based on GIS and face recognition technology |
CN110111071A (en) * | 2019-04-24 | 2019-08-09 | 上海商汤智能科技有限公司 | It registers method, apparatus, electronic equipment and computer storage medium |
CN110602035A (en) * | 2019-07-26 | 2019-12-20 | 井冈山大学 | Method and system for intelligently controlling mobile phone based on sign-in and screen locking |
CN110969715A (en) * | 2019-12-04 | 2020-04-07 | 安徽信息工程学院 | Classroom attendance system based on dynamic two-dimensional code and GPS positioning |
CN111932414A (en) * | 2020-08-07 | 2020-11-13 | 泰康保险集团股份有限公司 | Training management system and method, computer storage medium and electronic equipment |
CN113256834A (en) * | 2021-06-01 | 2021-08-13 | 杭州魔点科技有限公司 | College roll calling method and system |
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CN109919814A (en) * | 2019-03-11 | 2019-06-21 | 南京邮电大学 | A kind of classroom roll-call method based on GIS and face recognition technology |
CN110111071A (en) * | 2019-04-24 | 2019-08-09 | 上海商汤智能科技有限公司 | It registers method, apparatus, electronic equipment and computer storage medium |
CN110602035A (en) * | 2019-07-26 | 2019-12-20 | 井冈山大学 | Method and system for intelligently controlling mobile phone based on sign-in and screen locking |
CN110969715A (en) * | 2019-12-04 | 2020-04-07 | 安徽信息工程学院 | Classroom attendance system based on dynamic two-dimensional code and GPS positioning |
CN111932414A (en) * | 2020-08-07 | 2020-11-13 | 泰康保险集团股份有限公司 | Training management system and method, computer storage medium and electronic equipment |
CN113256834A (en) * | 2021-06-01 | 2021-08-13 | 杭州魔点科技有限公司 | College roll calling method and system |
CN113256834B (en) * | 2021-06-01 | 2021-09-14 | 杭州魔点科技有限公司 | College roll calling method and system |
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