Hierarchical semantic contrast for scene-aware video anomaly detection

S Sun, X Gong - Proceedings of the IEEE/cvf conference on …, 2023 - openaccess.thecvf.com
Increasing scene-awareness is a key challenge in video anomaly detection (VAD). In this
work, we propose a hierarchical semantic contrast (HSC) method to learn a scene-aware …

Cognition Guided Video Anomaly Detection Framework for Surveillance Services

M Zhang, J Wang, Q Qi, Z Zhuang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The aim of surveillance services is to detect anomalous events that occur in given
surveillance videos. Most existing video anomaly detection methods rely on minimizing …

Feature Enhancement and Foreground-Background Separation for Weakly Supervised Temporal Action Localization

P Liu, C Wang, J Qin, G Lin - Proceedings of the 5th ACM International …, 2023 - dl.acm.org
Weakly-supervised Temporal Action Localization (W-TAL) is a significant task in video
understanding, intending to recognize the category and pinpoint the temporal boundaries of …

Prior Knowledge Guided Network for Video Anomaly Detection

Z Deng, D Chen, S Deng - Proceedings of the 5th ACM International …, 2023 - dl.acm.org
Video Anomaly Detection (VAD) involves detecting anomalous events in videos, presenting
a significant and intricate task within intelligent video surveillance. Existing studies often …