A Comprehensive Survey of Machine Learning Methods for Surveillance Videos Anomaly Detection

N Choudhry, J Abawajy, S Huda, I Rao - IEEE Access, 2023 - ieeexplore.ieee.org
Video Surveillance Systems (VSSs) are used in a wide range of applications including
public safety and perimeter security. They are deployed in places such as markets …

A critical study on the recent deep learning based semi-supervised video anomaly detection methods

M Baradaran, R Bergevin - Multimedia Tools and Applications, 2024 - Springer
Video anomaly detection (VAD) is currently a trending research area within computer vision,
given that anomalies form a key detection objective in surveillance systems, often requiring …

Suspicious activities detection using spatial–temporal features based on vision transformer and recurrent neural network

S Hameed, J Amin, MA Anjum, M Sharif - Journal of Ambient Intelligence …, 2024 - Springer
Nowadays there is growing demand for surveillance applications due to the safety and
security from anomalous events. An anomaly in the video is referred to as an event that has …

An Artificial Intelligence and Industrial Internet of Things-Based Framework for Sustainable Hydropower Plant Operations

FT Fera, C Spandonidis - Smart Cities, 2024 - mdpi.com
Hydropower plays a crucial role in supplying electricity to developed nations and is
projected to expand its capacity in various developing countries such as Sub-Saharan …

YOLO-RDP: Lightweight Steel Defect Detection through Improved YOLOv7-Tiny and Model Pruning

G Zhang, S Liu, S Nie, L Yun - Symmetry, 2024 - mdpi.com
During steel manufacturing, surface defects such as scratches, scale, and oxidation can
compromise product quality and safety. Detecting these defects accurately is critical for …

[PDF][PDF] COPYNet: Unveiling Suspicious Behaviour in Face-to-Face Exams.

D Sirt, E Saykol - Traitement du Signal, 2023 - researchgate.net
This research is dedicated to the analysis and detection of anomalies within images
captured by digital cameras during face-to-face examinations. The focal point is the …

Deep learning based semi-supervised video anomaly detection

M Baradaran - 2023 - corpus.ulaval.ca
Résumé La détection d'anomalies vidéo (DAV) est une tâche cruciale de vision par
ordinateur pour diverses applications du monde réel telles que la vidéosurveillance, le …