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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM48477

Realtime Monitoring Using Face Recognition

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM48477

Volume:

9 |

5 |

May 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM48477

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

AK

Ananth Karthick.M

KSR

Karthikeyan S R

YA

Yuvaraj A

CMHJ

C M Hilda Jerlin

D.G

Dr. .C. Gnanaprakasam

DTKC

Dr. T. Kalai Chelvi

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Abstract

This project presents a real-time student monitoring system using deep learning for accurate and efficient face recognition in educational environments. It integrates MTCNN for face detection, FaceNet for feature extraction, and SVM for lightweight classification. The system tracks student movements across campus locations like classrooms, labs, and restrooms, providing real-time updates to administrators and enhancing security and accountability. Designed for low-resource devices, it operates efficiently under varied lighting and environmental conditions. Future enhancements include scaling for larger populations, improving real-time responsiveness, and deploying on edge devices for cost-effective scalability. This solution promotes smarter, safer, and more organized educational spaces through AI-driven monitoring.

KEYWORDS

Face Recognition Deep Learning MTCNN FaceNet Machine Learning Real-Time Detection SVM.

Cite This Article

Ananth Karthick.M, Karthikeyan S R, Yuvaraj A, C M Hilda Jerlin, Dr. .C. Gnanaprakasam, Dr. T. Kalai Chelvi, "Realtime Monitoring Using Face Recognition," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 5, May 2025. https://doi.org/10.55041/IJSREM48477

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Publication Date

5/22/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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1

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5

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Conflict of Interest

The authors declare no conflict of interest related to this research work.

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No funding information available for this research.

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