Analysis of anomaly detection in surveillance video: recent trends and future vision

R Raja, PC Sharma, MR Mahmood… - Multimedia Tools and …, 2023 - Springer
… aimed at FE for detecting anomalies on surveillance video. The probability design was studied
… The framework accurately detected as well as localized anomalies on surveillance video

Survey on anomaly detection in surveillance videos

S Anoopa, A Salim - Materials Today: Proceedings, 2022 - Elsevier
… Many algorithms have been proposed in this area for object detection and tracking related …
in anomalies. In this review paper a comparative study of different anomaly detection methods …

Continual learning for anomaly detection in surveillance videos

K Doshi, Y Yilmaz - … of the IEEE/CVF conference on …, 2020 - openaccess.thecvf.com
Anomaly detection in surveillance videos has been recently … applications such as video
surveillance is continual learning. … online anomaly detection method for surveillance videos using …

Any-shot sequential anomaly detection in surveillance videos

K Doshi, Y Yilmaz - … of the IEEE/CVF conference on …, 2020 - openaccess.thecvf.com
Anomaly detection in surveillance videos has been recently … an online anomaly detection
method for surveillance videos … a mechanism which can detect anomalies using only a few …

Anomaly detection in surveillance videos: a thematic taxonomy of deep models, review and performance analysis

S Chandrakala, K Deepak, G Revathy - Artificial Intelligence Review, 2023 - Springer
… for improving detection performance in … detect single-scene video anomalies in real-time.
This work starts by highlighting the over-view of deep learning-based video anomaly detection. …

Anomaly detection in surveillance video based on bidirectional prediction

D Chen, P Wang, L Yue, Y Zhang, T Jia - Image and Vision Computing, 2020 - Elsevier
anomaly detection and much remarkable work has been presented on this topic. However,
the existing approaches for anomaly detection … of anomaly detection in surveillance video, we …

Enhancing anomaly detection in surveillance videos with transfer learning from action recognition

K Liu, M Zhu, H Fu, H Ma, TS Chua - Proceedings of the 28th ACM …, 2020 - dl.acm.org
… action recognition and anomaly detection datasets, we list the total video numbers, class …
general anomaly detection and video classification accuracy for specific anomaly detection. …

Efficient anomaly detection in surveillance videos based on multi layer perception recurrent neural network

M Murugesan, S Thilagamani - Microprocessors and Microsystems, 2020 - Elsevier
… As the environment is uncertain and dynamic, the surveillance turns out to … anomaly
identification in the video surveillance is a difficult issue because of spilling, video noise, anomalies, …

Anomaly detection in surveillance videos using transformer based attention model

K Deshpande, NS Punn, SK Sonbhadra… - … Conference on Neural …, 2022 - Springer
… This paper uses a large-scale video anomaly detection dataset … video from fixed angle street
surveillance cameras. It has 437 videos from 12 different backgrounds, with 130 anomalous

[HTML][HTML] Anomaly detection using edge computing in video surveillance system

DR Patrikar, MR Parate - International Journal of Multimedia Information …, 2022 - Springer
anomaly detection in video surveillance and edge computing. In this study, we provide a
review on anomaly detection in video surveillance … in anomaly detection using edge computing. …