Online video anomaly detection

Y Zhang, J Song, Y Jiang, H Li - Sensors, 2023 - mdpi.com
With the popularity of video surveillance technology, people are paying more and more
attention to how to detect abnormal states or events in videos in time. Therefore, real-time …

A hierarchical spatio-temporal graph convolutional neural network for anomaly detection in videos

X Zeng, Y Jiang, W Ding, H Li, Y Hao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Deep learning models have been widely used for anomaly detection in surveillance videos.
Typical models are equipped with the capability to reconstruct normal videos and evaluate …

Video anomaly detection with multi-scale feature and temporal information fusion

Y Cai, J Liu, Y Guo, S Hu, S Lang - Neurocomputing, 2021 - Elsevier
Video anomaly detection is a challenging task because of the uncertainty of abnormal
events. The current method based on predictive frames has obtained better detection results …

A new approach to detect anomalous behaviour in ATMs

A Parab, A Nikam, P Mogaveera… - 2020 6th International …, 2020 - ieeexplore.ieee.org
An automated teller machine is an electronics telecommunications device which is utilized
by people, mostly to withdraw money. In the present scenario, a fair amount of the …

Learning temporal information from spatial information using CapsNets for human action recognition

AM Algamdi, V Sanchez, CT Li - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Capsule Networks (CapsNets) are recently introduced to overcome some of the
shortcomings of traditional Convolutional Neural Networks (CNNs). CapsNets replace …

Multi-property Tensor-Based Learning for Abnormal Event Detection

N Bakalos, N Doulamis, A Doulamis… - … Symposium on Visual …, 2022 - Springer
In this paper, we propose a novel abnormal event detection scheme for video surveillance
systems using an unsupervised learning process. Our contribution includes intra and inter …

Man Overboard: Fall detection using spatiotemporal convolutional autoencoders in maritime environments

N Bakalos, I Katsamenis, A Voulodimos - Proceedings of the 14th …, 2021 - dl.acm.org
Man overboard incidents in a maritime vessel are serious accidents where, the efficient and
rapid detection is crucial in the recovery of the victim. The severity of such accidents, urge …

Unsupervised man overboard detection using thermal imagery and spatiotemporal autoencoders

N Bakalos, I Katsamenis, EE Karolou… - Novelties in Intelligent …, 2021 - ebooks.iospress.nl
Man overboard incidents in a maritime vessel are serious accidents where the rapid
detection of the even is crucial for the safe retrieval of the person. To this end, the use of …

Smart surveillance system

M Shah, M Agre, A Chawdhary… - Available at SSRN …, 2022 - papers.ssrn.com
Abstract Automated Teller Machine (ATM) is one of the major standard and feasible methods
for making any financial transactions and is continuously increasing due to its convenience …

[引用][C] 监控视频异常检测: 综述

王志国, 章毓晋 - 清华大学学报(自然科学版), 2020