Real-world anomaly detection in surveillance videos

W Sultani, C Chen, M Shah - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
video anomaly detection dataset consisting of 1900 real-world surveillance videos of 13
different anomalous events and normal activities captured by surveillance cameras. It is by far …

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 …

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

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 …

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 …

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. …

Exploring background-bias for anomaly detection in surveillance videos

K Liu, H Ma - Proceedings of the 27th ACM International Conference …, 2019 - dl.acm.org
… first introduced for the anomaly detector to avoid model overfitting and improve generalization
ability. (iv) We re-annotate the largest anomaly detection video dataset with 28K bounding …

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 …

Anomaly detection in surveillance videos

MR Anala, M Makker, A Ashok - 2019 26th International …, 2019 - ieeexplore.ieee.org
… However, Closed Circuit Television (CCTV) cameras produce a huge amount of video
data. Effective surveillance can reveal anomalous events in these videos. Detecting crime …

Anomaly detection in surveillance videos

S Bhakat, G Ramakrishnan - Proceedings of the ACM India joint …, 2019 - dl.acm.org
anomaly detection. To the best of our knowledge, this is the first work to combine anomaly
detection … , we also attach screenshots of the anomalies detected by our method and share a …