Face Recognition Based on Attendance Management System

Authors

  • Rajeev Yadav Department of Computer Science, Amity University, Gurugram, Haryana, India Author
  • Sumit Chauhan Department of Computer Science, Amity University, Gurugram, Haryana, India Author
  • Meenu Assistant Professor, Department of Computer Science, Amity University, Gurugram, Haryana, India Author
  • Swati Gupta Assistant Professor, Department of Computer Science, Amity University, Gurugram, Haryana, India. Author

Keywords:

Viola-Jones Algorithm, Linear Binary Patterns Histograms (LBPH), Python,, Face Detection, Face Recognition

Abstract

Attendance is very important task for an  organization like school, colleges, companies etc. Taking of  attendance manually is very time consuming. It takes up to  5 to 20 minutes and it depends upon the number of students  in a class. Now a day’s technology become more advance,  so we have to use biometric system for attendance because it  takes very less time as compared to taking attendance  manually. In this project we are going to make an  attendance system using face recognition. There are many  algorithms by which we can make an attendance system  using face recognition. In this project we use Viola-Jones  Algorithm and Local Binary Pattern Histogram (LBPH)  Algorithm. Viola-Jones algorithm is used for face detection  and Local Binary Pattern Histogram is used for samples  training and face recognition 

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References

V. K. Polamarasetty, M. Reddy Reddem, Dheeraj Ravi, M. Sai Madala “Attendance System based on Face Recognition “, vol. 5, no. 2395-0072, 2018

Varsha Gupta and Dipesh Sharma, “A Study of Various Face Detection Methods”, vol. 3, no. 2319-5940, 2014

S. Bussa, S. Bharuka, A. Mani and S. Kaushik, “Smart Attendance System using OpenCV on Facial Recognition”, vol. 9, no. 2278-0181, 2020

Ms. Priyanka Dhoke, Mr. M.P. Parsai, “MATLAB based Face Recognition using PCA with Back Propagation Neural Network”, 2014.

Abraham, M. Bapse, Y. Kalaria and A. Usmani, “Face Recognition Based Attendance System”, vol.22, no.2278-0661,2020

Rohan Gupta(2019), “Breaking Down Facial Recognition: The Viola-Jones Algorithm”, accessed on 5May, 2020

https://towardsdatascience.com/the-intuition-behind-f acial-detection-the-viola-jones-algorithm-29d9106b69 99>

Ms. Suma S L, Mr. S. Raga, “Real Time Face Recognition of Human Faces by using LBPH and Viola Jones Algorithm” Vol.6, no. 2320-7639, 2018

Mr. Rajath S Bharadwaj, Mr. Tejus S Rao, Mr. Vinay T R “Attendance Management Using Facial Recognition”,, vol. 8, no.2278-3075, 2019

Mr. Kelvin Salton do Prado(2017), “Face Recognition: Understanding LBPH Algorithm”, accessed on 5May, 2020”

https://towardsdatascience.com/face-recognition how-lbph-works-90ec258c3d6b

Mr. P. Viola and Mr. M. Jones “Rapid object detection using a boosted cascade of simple features.”, vol. 1, 2001.

Mr. J. Joseph and Mr. K. P. Zacharia, “An Automatic Attendance Management System Using Face Recognition,” vol. 2, no.327–330, 2013.

Ms. Rekha AL and Dr. Chethan H K, “ An Automated attendance system using face recognition through videosurveillance”, vol. 1, no.1327-1330, 2014.

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Published

2020-05-05

Issue

Vol. 8 No. 3 (2020): International Journal of Innovative Research in Computer Science and Technology (May) 2020

Section

Articles

How to Cite

Face Recognition Based on Attendance Management System . (2020). International Journal of Innovative Research in Computer Science & Technology, 8(3), 87–91. Retrieved from https://acspublisher.com/journals/index.php/ijircst/article/view/13269