Security Camera Analysis ForThreat Detection

The AI-driven security camera system aims to enhance real-time threat detection and response through advanced machine learning techniques.The system utilizes a live camera feed to monitor and analyze the environment for potential secu-rity threats, including the presence of weapons, violent behavior, accidents, or unattended suspicious objects.By employing object detection, behavior analysis, and anomaly detection algorithms, the camera automatically identifies and flags potential risks.In the event of a detected threat, the system triggers an alarm or sound notification and visually highlights the threat on the screen, enabling immediate attention and response from security personnel or automated systems.This innovative solution improves public safety and security by providing proac-tive threat detection with minimal human intervention, making it suitable for use in public spaces, commercial establishments, transportation hubs, and other high-security environments.

Authors

Publication Details

Journal
International Journal of Research Publication and Reviews
Published
2025-05-01
DOI
https://doi.org/10.55248/gengpi.6.0525.1824
Primary Topic
Advanced Neural Network Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Security Camera Analysis ForThreat Detection

Jajula Himabindu, Premkumar Chithaluru, Sama Lenin Kumar Reddy, R. Thulasi Lakshmi et al.
International Journal of Research Publication and Reviews
Advanced Neural Network Applications
article

Security Camera Analysis ForThreat Detection

Jajula Himabindu, Premkumar Chithaluru, Sama Lenin Kumar Reddy, R. Thulasi Lakshmi, Likhith Choudari, Himneesh Kambampally
article en

Abstract

The AI-driven security camera system aims to enhance real-time threat detection and response through advanced machine learning techniques.The system utilizes a live camera feed to monitor and analyze the environment for potential secu-rity threats, including the presence of weapons, violent behavior, accidents, or unattended suspicious objects.By employing object detection, behavior analysis, and anomaly detection algorithms, the camera automatically identifies and flags potential risks.In the event of a detected threat, the system triggers an alarm or sound notification and visually highlights the threat on the screen, enabling immediate attention and response from security personnel or automated systems.This innovative solution improves public safety and security by providing proac-tive threat detection with minimal human intervention, making it suitable for use in public spaces, commercial establishments, transportation hubs, and other high-security environments.

International Journal of Research Publication and ReviewsVol. 6(5)
Openalex Percentile: Top 90%
Advanced Neural Network Applications
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Security Camera Analysis ForThreat Detection — Jajula Himabindu, Premkumar Chithaluru, et al. · International Journal of Research Publication and Reviews (2025) | TGRS Research Map | TGRS