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 …

Convolutional Autoencoder for Anomaly Detection in Crowded Scenes

M Ali, M Al-Berry, Z Taha - … on Artificial Intelligence and Computer Vision, 2021 - Springer
Video analysis is an active research area in the computer vision domain. From a security
point of view, Anomaly detection is an important topic in video analysis. Anomaly detection …

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 …

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 …

[PDF][PDF] A Study on Anomaly Detection in Surveillance

S Saypadith - 2022 - ir.library.osaka-u.ac.jp
Summary Videos from Closed-Circuit Television (CCTV) cameras are rapidly generated
every minute in accordance with an increasing number of cameras either in public places or …

A Review of Deep Learning Algorithms for Anomaly Detection in Videos.

Y Sadatcharam… - International Journal of …, 2023 - search.ebscohost.com
Anomaly detection in video assists in the resolution of a wide range of problems. A robust
anomaly detection model is necessary due to the growing use of surveillance cameras in …

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 …

[图书][B] Deep Learning in Video Anomaly Detection and Its Applications

Y Zhao - 2021 - search.proquest.com
With the popularization of the city monitoring system, surveillance videos have been
increasingly presented. Traditional methods for video analytic require professionals to …

Anomaly detection in surveillance videos

MR Anala, M Makker, A Ashok - 2019 26th International …, 2019 - ieeexplore.ieee.org
Every public or private area today is preferred to be under surveillance to ensure high levels
of security. Since the surveillance happens round the clock, data gathered as a result is …