Jagriti via Mudra: A pose based surveillance anomaly detection system

A Kasthuri, A Balamurali… - … on Advances in …, 2024 - ieeexplore.ieee.org
Anomaly detection using Closed-Circuit Television (CCTV) has become increasingly crucial
for enhancing security and surveillance systems. This study explores the application of …

Leveraging Attention Mechanism to Enhance Culprit Identification in Real-Time Video Surveillance Using Deep Learning

NJ Savitha, BT Lata… - 2023 IEEE 5th PhD …, 2023 - ieeexplore.ieee.org
This research presents an efficient approach to improve real-time video surveillance by
integrating Attention Mechanisms (AM) within the deep learning model. The study aims to …

Facial Description Based Suspect Detection

KS Muragodnavar, KJ Jagruthi… - … on Advances in …, 2024 - ieeexplore.ieee.org
Suspect identification poses a significant challenge for investigators in day-to-day crimes
due to limitations in available data from CCTV footage and eyewitness descriptions. The …

Nayantara: Crime Analysis from CCTV Footage Using MobileNet-V2 and Transfer Learning

A Kotal, A Mitra, P Bhattacharya, S Karar… - … on Advances in …, 2024 - Springer
Traditional closed-circuit television (CCTV) systems are limited in their ability to detect and
respond to criminal incidents without human intervention. Advanced CCTV analytics …