ISSN 2394-5125
 

Research Article 


FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P.

Abstract
Day to day activities in an institution all over the world some or the other way involves in taking attendance of the students who are present in the classrooms. Traditionally the attendance is taken through a roll call, this takes a lot of time and may sometime lead to a false attendance. To overcome this tedious process this project aims to reduce the time and mistakes made by the traditional process by introducing facial recognition as a solution, this helps in many ways from keeping a large registers in short space to avoiding false attendance. This project showcases the ability of facial recognition using LBPH algorithm and Haar cascading algorithms combined, this produces a facial map of the individual which helps in improving the post image processing of the individual image taken during attendance. The result of this method showed a 92% efficiency compared to traditional methods, it also showed some drawbacks that can be easily addressed by improving the environment and using deep learning by machine computing using artificial intelligence.

Key words: Face recognition, Face detection, Deep Learning, Haar cascades, Feature extraction.


 
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How to Cite this Article
Pubmed Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P. FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM. JCR. 2020; 7(4): 942-949. doi:10.31838/jcr.07.04.181


Web Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P. FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM. http://www.jcreview.com/?mno=98996 [Access: May 31, 2021]. doi:10.31838/jcr.07.04.181


AMA (American Medical Association) Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P. FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM. JCR. 2020; 7(4): 942-949. doi:10.31838/jcr.07.04.181



Vancouver/ICMJE Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P. FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM. JCR. (2020), [cited May 31, 2021]; 7(4): 942-949. doi:10.31838/jcr.07.04.181



Harvard Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P (2020) FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM. JCR, 7 (4), 942-949. doi:10.31838/jcr.07.04.181



Turabian Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P. 2020. FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM. Journal of Critical Reviews, 7 (4), 942-949. doi:10.31838/jcr.07.04.181



Chicago Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P. "FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM." Journal of Critical Reviews 7 (2020), 942-949. doi:10.31838/jcr.07.04.181



MLA (The Modern Language Association) Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P. "FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM." Journal of Critical Reviews 7.4 (2020), 942-949. Print. doi:10.31838/jcr.07.04.181



APA (American Psychological Association) Style

Dr. Shanthi S, Dr. Nirmaladevi K, Pyingkodi M, Selvapandiyan P (2020) FACE RECOGNITION FOR AUTOMATED ATTENDANCE SYSTEM USING LBPH ALGORITHM. Journal of Critical Reviews, 7 (4), 942-949. doi:10.31838/jcr.07.04.181