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Asian Journal of Applied Science and Technology (AJAST)
Volume 1, Issue 2, Pages 108-110, March 2017
© 2017 AJAST All rights reserved. www.ajast.net
Page | 108
RFID Based Smart Class Attendance System with Absentees using Face verification
M.Pandiselvi1
, M.Renuka2
, S.Sabure Peer Hussaima3
, B.Shenbagam4
and P.Dhivya5
1
UG Scholar, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: selviruth1996@gmail.com
2
UG Scholar, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: skmrenuka@gmail.com
3
UG Scholar, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: hussaimasiraj@gmail.com
4
UG Scholar, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: shennariya2808@gmail.com
5
Assistant Professor, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: pdhivyavilsii@gmail.com
Article Received: 25 February 2017 Article Accepted: 08 March 2017 Article Published: 11 March 2017
1. INTRODUCTION
In traditional attendance system are easily marked fake
attendance so we are implemented face recognition and
RFID system. In the manual attendance system are take
attendance and count how many numbers are present and
how many number are absent then mark the attendance count
out of the all the class number. In the method takes more
time to call all the students. If the smaller count class
members means it is not difficult but in case of large count
class member means it is too difficult. In the biometric
method are used in more institutions but it gets 93%
efficiency. In the biometric method using fingerprint
recognition .we are using our fingerprint to mark attendance
but it take more time because some people finger print are
not scanning in first attempt. They are tried more than 6 or 7
times to mark their attendance. RFID based attendance
systems are used in all the industries, educational
institutions, small sector company etc., in this system,
students should have RFID card to the reads the number in
RFID reader. The RFID tag shown near the reader, its reds
the number then goes to further process. If the system
process is verify by the database then it marked as
attendance. In this method having more malpractices to
present the attendance. In this paper, the proposed system
we are using RFID card and face verification either
absentees RFID card is record but face is not matched means
it mark the proxy attendance for the students .NO RFID
cards is reader means it the message along with name to the
pre –defined numbers.
2. LITREATURE REVIEW
Development of attendance management System using
biometrics
Author: O.Shoewh, O.A.Idowu
By using biometric attendance system they have only 93%
efficiency and also take more time. It possible to occur
mal-practice.
Comprehensive survey on pose-invariant face recognition
Author: Changxing Ding, Daching Tao.A
It works at Wi-Fi connection .If no Wi-Fi means there is no
attendance record.
Web-based student attendance system using RFID
technology
Author: Murizahkassim, Hasbullah Mazlen, Norliza Zaini,
Mohammed Khidin Sallah
Student attendance system in a web application. This
application is used to know the attendance of the students.
By using serial port communication, through the windows
application to record the attendance from the RFID card
stored in a database server. Due to this problem the web
server not found in the system at that time the attendance will
not marked.
Algorithm for efficient attendance management face
recognition based approach
Author: Naveed Khan Balcoh, M. Haroon Yousaf, Waqar
Ahmad, M.Iram Baig
This system is said to be the region of interest that mean
which place will already fix in a region that place pick by
camera.
Face recognition based lecture attendance system
Author: Yohei Kawaguchi, Tetsuo Shoji, Weijance Lin, Koh
Kakusho
Thus the problems the student can some changes in the
sitting and seating process. It will not take the picture from
camera. It senses only the front view and it does not give
proxy attendance and absentees record.
Study of implementing automated attendance system
using face recognition technique
Author: Nirmalya Kar, Mrinal Kantri Debbarma
It does not give the absentees record.
ABSTRACT
In today’s world student attendance system in any institution is a lengthy process and consuming the time. Usually we know that RFID card identify
the student based on the card. But it allows the bogus attendance .This paper based to approach the compact and reliable classroom attendance system
by using RFID card and face recognition technique. Here using MATLAB progress to verify the face of the each student exclusively. Then an
individual buzzer is used in this paper. It is identifying the proxy attendance and stored in a log file. Then this paper notices the absentees list and sent
the message to respective or predefined number. Here RFID and face verified to use and take attendance system that efficiency is 98%.
Keywords: Attendances system, RFID, KNN algorithms and Face verification.
Asian Journal of Applied Science and Technology (AJAST)
Volume 1, Issue 2, Pages 108-110, March 2017
© 2017 AJAST All rights reserved. www.ajast.net
Page | 109
3. SYSTEM DESIGN
In the proposed system, we using automatic attendance
system by using two step verification which shown in figure.
This circuit contains two steps namely as,
1. RFID Tag
2. Face Verification
In the system, we use the component of Ardunio, GSM for
short message, keypad, LCD display, and RFID reader for
reading purpose. Ardunio is a open source protocol. It is
mainly used to reuse this. GSM used to variation of time
division multiple accesses. A basic 12 button keypad for
user input the buttons are set up in a matrix format. This
allows a microcontroller to scan the 7 output pins to see
which of the 12 buttons being pressed. LCD is a technology
used for displays in notebook and other smaller computers.
Radio frequency identification uses Electromagnetic fields
to automatically identify and track tags attached to objects.
The RFID tags having stored the information in
electronically stored information. Passive tags collect
energy from RFID reader interrogating radio waves.
Fig.1. Block diagram of the system
4. WORKING OPERATION
Radio-Frequency Identification system RFID works under
the electromagnetic field to identify the tag automatically
which is attached on an object. RFID contain two parts such
as tags and reader. In the tag, it can be either passive or
active tag.
The other name for active tags is battery- assisted passive
which in builds small battery on the boards and is activated
at presence of RFID reader. In the passive tags, its collect the
energy from nearest reader which is producing
electromagnetic waves. RFID is used for identifying the
student individually. The working principle of RFID system
is shown in figure. In the tag contain two component
integrated Antenna and microchip. In this project, we are
using active tag.
Fig.2. RFID tag
When the user enters into room, they show the RFID tag in
the front of RFID reader. Once the reader reads the number
in the tag which is available at tag before its manufacture.
when the input enter into the reader its verify by the database
and if the process is success then it goes to face verification
process or failure in the process it mark as the absence and
it’s send the message for pre-determined number.
Fig.3. RF Identification System
Fig.4. Block diagram of Face verification system
Asian Journal of Applied Science and Technology (AJAST)
Volume 1, Issue 2, Pages 108-110, March 2017
© 2017 AJAST All rights reserved. www.ajast.net
Page | 110
4.1 Face verification system
In the face verification system, we were using MAT LAB
algorithms for Face verification. The system waits for
images, if the input image enters then searching in the
document. Once the input image is gets succeed then moves
to mark as attendance. If the system gets failure to input
image then sudden move to next step of the system and
marked as absentees for the unauthorized students. This is
block diagram of the face verification process.
Fig.5. Face verification input
5. TESTING AND TRAINING
To testing this method by using RFID and face verification .In
our project assign the RFID roll database of check the both
card number as well as face poses of the student .In case the
difference of the face and using student card this system verify
and immediately store in the proxy attendance, additionally
this method is find out the absent members. Incase students
are not scan their card at the particular time then the message
will send to the respective number by using GSM module.
6. RESULT
The method is virtual and experienced in MAT LAB
2016.The System used in our demonstration in
INTEL15.248GHz with 8GB RAM .The method is trained
and verifies for 100 students. The RFID identifies the student
and marked as attendance. The face verification method is
verified by Web camera. The absence are sent to pre
determine number with name.
7. CONCLUSION
This attendance system is proposed by using RFID, face
verification and absentees record which supports the student’s
recognition. This method can reduce the time when compared
with another technology .It will record bogus attendance .The
performance evaluation using KMN algorithm in Arduino.
The system can be implemented by using camera and RFID
reader. In Future this system is very useful for all institutions
and organization.
REFERENCES
[1] O.Shoewu and O.A.Idowu, “Development of Attendance
Management System using Biometrics”, The Pacific
Journal of Science and Technology, vol. 13. No. 1. May
2012.
[2] Murizah Kassim, Hasbullah Mazlan, Norliza Zaini,
Muhammad Khidhir Salleh, “Web-based Student
Attendance System using RFID Technology” 2012 IEEE
Control and System Graduate Research Colloquium, July
16 - 17, UiTM, Shah Alam, Malaysia.
[3] O. Shoewu, O.M. Olaniyi, A. Lawson, “Embedded
Computer Computer Computer-Based Lecture Attendance
Based Lecture Attendance Management System” Afr J
Comp & ICT, Vol 4. No. 3, 2011.
[4] Naveed Khan Balcoh, M. Haroon Yousaf, Waqar
Ahmad and M. Iram Baig, “Algorithm for Efficient
Attendance Management: Face Recognition based
approach” IJCSI International Journal of Computer Science
Issues, Vol. 9, Issue 4, No 1, July 2012.
[5] Yohei Kawaguchi, Tetsuo SHOJI, Weijance Lin and
Koh Kakusho, “Face Recognition-based Lecture Attendance
System”, Department of Intelligence Science and
Technology, Graduate School of Informatics, Kyoto
University.
[6] Nirmalya Kar, Mrinal Kanti Debbarma, Ashim Saha, and
Dwijen Rudra Pal, “Study of Implementing Automated
Attendance System Using Face Recognition Technique”
International Journal of Computer and Communication
Engineering, Vol. 1, No. 2, July 2012.
[7] Mr. C. S. P a til, Mr. R. R. Karhe, Mr. M. D. Jain, Student
Attendance System and Authentication using Face
Recognition, International Journal of Engineering
Research &Technology (IJERT), Vol. 3 Issue 7, July –2014.
[8] M.N.Shah Zainudin., Radi H.R., S.Muniroh Abdullah.,
Rosman Abd. Rahim, M.Muzafar Ismail, “Face Recognition
using PCA and LDA”, International Journal of Electrical &
Computer Sciences.
[9] Z.-H. Zhou, S. Chen and Z. Chen. “FANNC: a fast
adaptive neural network classifier”, Knowledge and
Information Systems, 2000, vol.2, no.1, pp.115-129
[10] W. Zhao, R. Chellappa, P. J. Phillips, A. Rosenfeld,
“Face recognition: A literature survey”, 2003.
[11] Chintalapati, S, Raghunadh, M.V.Automated
attendance management system based on face recognition
algorithms, Computational Intelligence and Computing
Research (ICCIC), 2013.
[12] Changxing Ding, Dacheng Tao., “A Comprehensive
Survey on Pose-Invariant Face Recognition”, CVPR July
2015.
[13] Huy Tho Ho, Rama Chellappa., “Pose-Invariant Face
Recognition Using Markov Random Fields”, IEEE
Transactions on Image Processing, vol.22, No. 4, April
2013.

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RFID Based Smart Class Attendance System with Absentees using Face verification

  • 1. Asian Journal of Applied Science and Technology (AJAST) Volume 1, Issue 2, Pages 108-110, March 2017 © 2017 AJAST All rights reserved. www.ajast.net Page | 108 RFID Based Smart Class Attendance System with Absentees using Face verification M.Pandiselvi1 , M.Renuka2 , S.Sabure Peer Hussaima3 , B.Shenbagam4 and P.Dhivya5 1 UG Scholar, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: selviruth1996@gmail.com 2 UG Scholar, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: skmrenuka@gmail.com 3 UG Scholar, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: hussaimasiraj@gmail.com 4 UG Scholar, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: shennariya2808@gmail.com 5 Assistant Professor, Department of ECE, Vivekanandha College of Engineering for Women, India. Email: pdhivyavilsii@gmail.com Article Received: 25 February 2017 Article Accepted: 08 March 2017 Article Published: 11 March 2017 1. INTRODUCTION In traditional attendance system are easily marked fake attendance so we are implemented face recognition and RFID system. In the manual attendance system are take attendance and count how many numbers are present and how many number are absent then mark the attendance count out of the all the class number. In the method takes more time to call all the students. If the smaller count class members means it is not difficult but in case of large count class member means it is too difficult. In the biometric method are used in more institutions but it gets 93% efficiency. In the biometric method using fingerprint recognition .we are using our fingerprint to mark attendance but it take more time because some people finger print are not scanning in first attempt. They are tried more than 6 or 7 times to mark their attendance. RFID based attendance systems are used in all the industries, educational institutions, small sector company etc., in this system, students should have RFID card to the reads the number in RFID reader. The RFID tag shown near the reader, its reds the number then goes to further process. If the system process is verify by the database then it marked as attendance. In this method having more malpractices to present the attendance. In this paper, the proposed system we are using RFID card and face verification either absentees RFID card is record but face is not matched means it mark the proxy attendance for the students .NO RFID cards is reader means it the message along with name to the pre –defined numbers. 2. LITREATURE REVIEW Development of attendance management System using biometrics Author: O.Shoewh, O.A.Idowu By using biometric attendance system they have only 93% efficiency and also take more time. It possible to occur mal-practice. Comprehensive survey on pose-invariant face recognition Author: Changxing Ding, Daching Tao.A It works at Wi-Fi connection .If no Wi-Fi means there is no attendance record. Web-based student attendance system using RFID technology Author: Murizahkassim, Hasbullah Mazlen, Norliza Zaini, Mohammed Khidin Sallah Student attendance system in a web application. This application is used to know the attendance of the students. By using serial port communication, through the windows application to record the attendance from the RFID card stored in a database server. Due to this problem the web server not found in the system at that time the attendance will not marked. Algorithm for efficient attendance management face recognition based approach Author: Naveed Khan Balcoh, M. Haroon Yousaf, Waqar Ahmad, M.Iram Baig This system is said to be the region of interest that mean which place will already fix in a region that place pick by camera. Face recognition based lecture attendance system Author: Yohei Kawaguchi, Tetsuo Shoji, Weijance Lin, Koh Kakusho Thus the problems the student can some changes in the sitting and seating process. It will not take the picture from camera. It senses only the front view and it does not give proxy attendance and absentees record. Study of implementing automated attendance system using face recognition technique Author: Nirmalya Kar, Mrinal Kantri Debbarma It does not give the absentees record. ABSTRACT In today’s world student attendance system in any institution is a lengthy process and consuming the time. Usually we know that RFID card identify the student based on the card. But it allows the bogus attendance .This paper based to approach the compact and reliable classroom attendance system by using RFID card and face recognition technique. Here using MATLAB progress to verify the face of the each student exclusively. Then an individual buzzer is used in this paper. It is identifying the proxy attendance and stored in a log file. Then this paper notices the absentees list and sent the message to respective or predefined number. Here RFID and face verified to use and take attendance system that efficiency is 98%. Keywords: Attendances system, RFID, KNN algorithms and Face verification.
  • 2. Asian Journal of Applied Science and Technology (AJAST) Volume 1, Issue 2, Pages 108-110, March 2017 © 2017 AJAST All rights reserved. www.ajast.net Page | 109 3. SYSTEM DESIGN In the proposed system, we using automatic attendance system by using two step verification which shown in figure. This circuit contains two steps namely as, 1. RFID Tag 2. Face Verification In the system, we use the component of Ardunio, GSM for short message, keypad, LCD display, and RFID reader for reading purpose. Ardunio is a open source protocol. It is mainly used to reuse this. GSM used to variation of time division multiple accesses. A basic 12 button keypad for user input the buttons are set up in a matrix format. This allows a microcontroller to scan the 7 output pins to see which of the 12 buttons being pressed. LCD is a technology used for displays in notebook and other smaller computers. Radio frequency identification uses Electromagnetic fields to automatically identify and track tags attached to objects. The RFID tags having stored the information in electronically stored information. Passive tags collect energy from RFID reader interrogating radio waves. Fig.1. Block diagram of the system 4. WORKING OPERATION Radio-Frequency Identification system RFID works under the electromagnetic field to identify the tag automatically which is attached on an object. RFID contain two parts such as tags and reader. In the tag, it can be either passive or active tag. The other name for active tags is battery- assisted passive which in builds small battery on the boards and is activated at presence of RFID reader. In the passive tags, its collect the energy from nearest reader which is producing electromagnetic waves. RFID is used for identifying the student individually. The working principle of RFID system is shown in figure. In the tag contain two component integrated Antenna and microchip. In this project, we are using active tag. Fig.2. RFID tag When the user enters into room, they show the RFID tag in the front of RFID reader. Once the reader reads the number in the tag which is available at tag before its manufacture. when the input enter into the reader its verify by the database and if the process is success then it goes to face verification process or failure in the process it mark as the absence and it’s send the message for pre-determined number. Fig.3. RF Identification System Fig.4. Block diagram of Face verification system
  • 3. Asian Journal of Applied Science and Technology (AJAST) Volume 1, Issue 2, Pages 108-110, March 2017 © 2017 AJAST All rights reserved. www.ajast.net Page | 110 4.1 Face verification system In the face verification system, we were using MAT LAB algorithms for Face verification. The system waits for images, if the input image enters then searching in the document. Once the input image is gets succeed then moves to mark as attendance. If the system gets failure to input image then sudden move to next step of the system and marked as absentees for the unauthorized students. This is block diagram of the face verification process. Fig.5. Face verification input 5. TESTING AND TRAINING To testing this method by using RFID and face verification .In our project assign the RFID roll database of check the both card number as well as face poses of the student .In case the difference of the face and using student card this system verify and immediately store in the proxy attendance, additionally this method is find out the absent members. Incase students are not scan their card at the particular time then the message will send to the respective number by using GSM module. 6. RESULT The method is virtual and experienced in MAT LAB 2016.The System used in our demonstration in INTEL15.248GHz with 8GB RAM .The method is trained and verifies for 100 students. The RFID identifies the student and marked as attendance. The face verification method is verified by Web camera. The absence are sent to pre determine number with name. 7. CONCLUSION This attendance system is proposed by using RFID, face verification and absentees record which supports the student’s recognition. This method can reduce the time when compared with another technology .It will record bogus attendance .The performance evaluation using KMN algorithm in Arduino. The system can be implemented by using camera and RFID reader. In Future this system is very useful for all institutions and organization. REFERENCES [1] O.Shoewu and O.A.Idowu, “Development of Attendance Management System using Biometrics”, The Pacific Journal of Science and Technology, vol. 13. No. 1. May 2012. [2] Murizah Kassim, Hasbullah Mazlan, Norliza Zaini, Muhammad Khidhir Salleh, “Web-based Student Attendance System using RFID Technology” 2012 IEEE Control and System Graduate Research Colloquium, July 16 - 17, UiTM, Shah Alam, Malaysia. [3] O. Shoewu, O.M. Olaniyi, A. Lawson, “Embedded Computer Computer Computer-Based Lecture Attendance Based Lecture Attendance Management System” Afr J Comp & ICT, Vol 4. No. 3, 2011. [4] Naveed Khan Balcoh, M. Haroon Yousaf, Waqar Ahmad and M. Iram Baig, “Algorithm for Efficient Attendance Management: Face Recognition based approach” IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 4, No 1, July 2012. [5] Yohei Kawaguchi, Tetsuo SHOJI, Weijance Lin and Koh Kakusho, “Face Recognition-based Lecture Attendance System”, Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University. [6] Nirmalya Kar, Mrinal Kanti Debbarma, Ashim Saha, and Dwijen Rudra Pal, “Study of Implementing Automated Attendance System Using Face Recognition Technique” International Journal of Computer and Communication Engineering, Vol. 1, No. 2, July 2012. [7] Mr. C. S. P a til, Mr. R. R. Karhe, Mr. M. D. Jain, Student Attendance System and Authentication using Face Recognition, International Journal of Engineering Research &Technology (IJERT), Vol. 3 Issue 7, July –2014. [8] M.N.Shah Zainudin., Radi H.R., S.Muniroh Abdullah., Rosman Abd. Rahim, M.Muzafar Ismail, “Face Recognition using PCA and LDA”, International Journal of Electrical & Computer Sciences. [9] Z.-H. Zhou, S. Chen and Z. Chen. “FANNC: a fast adaptive neural network classifier”, Knowledge and Information Systems, 2000, vol.2, no.1, pp.115-129 [10] W. Zhao, R. Chellappa, P. J. Phillips, A. Rosenfeld, “Face recognition: A literature survey”, 2003. [11] Chintalapati, S, Raghunadh, M.V.Automated attendance management system based on face recognition algorithms, Computational Intelligence and Computing Research (ICCIC), 2013. [12] Changxing Ding, Dacheng Tao., “A Comprehensive Survey on Pose-Invariant Face Recognition”, CVPR July 2015. [13] Huy Tho Ho, Rama Chellappa., “Pose-Invariant Face Recognition Using Markov Random Fields”, IEEE Transactions on Image Processing, vol.22, No. 4, April 2013.