Video anomaly detection based on attention and efficient spatio-temporal feature extraction

SM Rahimpour, M Kazemi, P Moallem, M Safayani - The Visual Computer, 2024 - Springer
An anomaly is a pattern, behavior, or event that does not frequently happen in an
environment. Video anomaly detection has always been a challenging task. Home security …

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 …

Video anomaly detection based on spatio-temporal relationships among objects

Y Wang, T Liu, J Zhou, J Guan - Neurocomputing, 2023 - Elsevier
Video anomaly detection is to automatically identify predefined anomalous contents (eg
abnormal objects, behaviors and scenes) in videos. The performance of video anomaly …

A survey of video abnormal event detection.

W Si-Qi, HU Jing-tao, YU Guang… - … & Science/Jisuanji …, 2020 - search.ebscohost.com
Video anomaly detection is one of the most significant research tasks in computer vision
area. It aims to inteliigently identify the events that do not conform to expected behavior …

[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 …

VadTR: video anomaly detection with transformer

Z Du, G Zhang, J Gan, C Wu… - 2022 5th International …, 2022 - ieeexplore.ieee.org
Video scenes often have cluttered backgrounds and numerous stationary and moving
objects. Detecting the occurrence of anomalous events in such scenarios is very …

A comprehensive review of datasets for detection and localization of video anomalies: a step towards data-centric artificial intelligence-based video anomaly detection

R Nayak, UC Pati, SK Das - Multimedia Tools and Applications, 2023 - Springer
Video anomaly detection and localization is one of the key components of the intelligent
video surveillance system. Video anomaly detection refers to the process of spatiotemporal …

Bidirectional spatio-temporal feature learning with multiscale evaluation for video anomaly detection

Y Zhong, X Chen, Y Hu, P Tang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Video anomaly detection aims to detect the segments containing abnormal events from
video sequence, which is a current research hotspot due to the importance in maintaining …

Video anomaly detection with spatio-temporal dissociation

Y Chang, Z Tu, W Xie, B Luo, S Zhang, H Sui, J Yuan - Pattern Recognition, 2022 - Elsevier
Anomaly detection in videos remains a challenging task due to the ambiguous definition of
anomaly and the complexity of visual scenes from real video data. Different from the …

Research Progress of Video Anomaly Detection Technology.

WU Kaijun, H Tao, W Dicong… - Journal of Frontiers …, 2022 - search.ebscohost.com
Video anomaly detection refers to the detection and identification of events that deviate from
normal behavior, which has a wide range of applications in surveillance video. In this paper …