IJSMT Journal

International Journal of Science, Strategic Management and Technology

An International, Peer-Reviewed, Open Access Scholarly Journal Indexed in recognized academic databases · DOI via Crossref The journal adheres to established scholarly publishing, peer-review, and research ethics guidelines set by the UGC

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ISSN: 3108-1762 (Online)
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SMART SURVEILLANCE USING ARCFACE & MOTION ANALYSIS WITH ALERT SYSTEM

AUTHORS:
Kaviyarasan T
Mohamed faiz P
Mathavan J
Mathanraj K
Mentor
Affiliation
Department of Computer Science and Engineering,MIET Engineering College, Tiruchirappalli – 620007
DOI: 10.55041/ijsmt.v2i4.266
CC BY 4.0 License:
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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Abstract

This paper presents an intelligent smart surveillance system that integrates motion analysis and deep learning-based facial recognition for real-time security monitoring. Traditional CCTV systems rely heavily on human observation, leading to inefficiency and missed threats. The proposed system utilizes Gaussian Mixture Model (GMM) for anomaly detection, object tracking for movement analysis, and ArcFace for robust facial recognition under challenging conditions such as occlusion and low illumination. The system generates real-time alerts for suspicious activities and unknown individuals. This approach significantly enhances detection accuracy, reduces false alarms, and minimizes human intervention, making it suitable for modern surveillance applications.

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PUBLICATION DETAILS
Review Type:
Double-Blind Peer Review
License:
CC BY-NC 4.0
Volume/Issue:
Volume 02, Issue 04
Review Rounds:
2
Article Type:
Research Article
Publication Date:
Apr 13 2026
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T, K., P, M. F., J, M. & K, M. (2026). Smart Surveillance using Arcface & Motion Analysis with Alert System. International Journal of Science, Strategic Management and Technology, 02(04). https://doi.org/10.55041/ijsmt.v2i4.266

T, Kaviyarasan, et al.. "Smart Surveillance using Arcface & Motion Analysis with Alert System." International Journal of Science, Strategic Management and Technology, vol. 02, no. 04, 2026, pp. . doi:https://doi.org/10.55041/ijsmt.v2i4.266.

T, Kaviyarasan,Mohamed P,Mathavan J, and Mathanraj K. "Smart Surveillance using Arcface & Motion Analysis with Alert System." International Journal of Science, Strategic Management and Technology 02, no. 04 (2026). https://doi.org/https://doi.org/10.55041/ijsmt.v2i4.266.

References
1.Ma, , et al., “Abnormal behavior analysis…,” 2024

2.Wastupranata, , et al., “Deep learning for abnormal behavior detection,” 2024

3.Nwakeze, , et al., “Enhancing risk management…,” 2025

4.Jinnuo, , et al., “Behavioral analysis using deep learning,” 2025

5.Nadar, , et al., “Network data analytics…,” 2024
Ethics and Compliance
✓ All ethical standards met
This article has undergone plagiarism screening and double-blind peer review. Editorial policies have been followed. Authors retain copyright under CC BY-NC 4.0 license. The research complies with ethical standards and institutional guidelines.
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