A review of anomaly detection techniques using computer vision

V Mohindru, S Singla - Recent Innovations in Computing: Proceedings of …, 2021 - Springer
Obtaining videos for surveillance purpose or to use them for future predictions is a
challenging task as a video has a large number of image frames displayed in a sequence …

A brief survey on contemporary methods for anomaly detection in videos

MZ Zaheer, JH Lee, SI Lee… - … Conference on Information …, 2019 - ieeexplore.ieee.org
Anomaly detection has stayed among the core topics of research in machine learning and
computer vision for decades. Due to its complex nature, limitless possibilities of abnormal …

An AI Federated System for Anomalies Detection in Videos using Convolution Neural Network Mechanism

S Shikalgar, RK Yadav, PN Mahalle - International Journal of Intelligent …, 2023 - ijisae.org
Research on this topic has been going on for more than a decade at this point. It focuses on
the detection of anomalies in video. Scholars' attention has been drawn to this topic in recent …

Anomaly detection in videos for video surveillance applications using neural networks

RJ Franklin, V Dabbagol - 2020 Fourth International …, 2020 - ieeexplore.ieee.org
Security is always a main concern in every domain, due to a rise in crime rate in the crowded
event or suspicious lonely areas. Abnormal detection and monitoring have major …

Comparative Study for Anomaly Detection in Crowded Scenes

M Abdelghafour, M ElBery… - International Journal of …, 2021 - ijicis.journals.ekb.eg
Nowadays, video analysis is an important research area especially from a security point of
view. The discovery of unusual activities is important because it is a difficult task for humans …

A Survey on video anomaly detection

RK Yadav, R Kumar - 2022 IEEE Delhi Section Conference …, 2022 - ieeexplore.ieee.org
The number of surveillance cameras has increased considerably over the last decade, and
so is the research in order to reduce the human intervention in surveillance in order to …

A comprehensive review for video anomaly detection on videos

ZK Abbas, AA Al-Ani - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Video Surveillance Systems (VSS) are widely utilized in public and private areas to increase
public safety, such as shopping malls, markets, banks, hospitals, educational institutions …

A survey on deep learning techniques for video anomaly detection

JJP Suarez, PC Naval Jr - arXiv preprint arXiv:2009.14146, 2020 - arxiv.org
Anomaly detection in videos is a problem that has been studied for more than a decade.
This area has piqued the interest of researchers due to its wide applicability. Because of this …

Deep learning-based methods for anomaly detection in video surveillance: a review

A Berroukham, K Housni, M Lahraichi… - Bulletin of Electrical …, 2023 - beei.org
Detecting anomalous events in videos is one of the most popular computer vision topics. It is
considered a challenging task in video analysis due to its definition, which is subjective or …

An analysis of artificial intelligence techniques in surveillance video anomaly detection: A comprehensive survey

E Şengönül, R Samet, Q Abu Al-Haija, A Alqahtani… - Applied Sciences, 2023 - mdpi.com
Surveillance cameras have recently been utilized to provide physical security services
globally in diverse private and public spaces. The number of cameras has been increasing …