Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models

10 February 2023

Dingkang Yang

Jing Liu

Papers citing "Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models"

31 / 31 papers shown

Title
VADMamba: Exploring State Space Models for Fast Video Anomaly Detection Jiahao Lyu Minghua Zhao Jing Hu Xuewen Huang Yifei Chen Shuangli Du Mamba 71 0 0 27 Mar 2025
Feature Calibration enhanced Parameter Synthesis for CLIP-based Class-incremental Learning J. Guo Xiaoguang Zhu Xiaoguang Zhu Lianlong Sun Liangyu Teng Yang Liu Di Li Wei Zhou Liang Song CLL VLM 59 1 0 24 Mar 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 150 1 0 08 Feb 2025
A Survey on Diffusion Models for Anomaly Detection Jiaheng Liu Zhenchao Ma Zepu Wang Yang Liu Zehua Wang Peng Sun Liang Song Bo Hu Azzedine Boukerche Victor C.M. Leung DiffM MedIm 44 2 0 20 Jan 2025
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey Wei Zhou Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 73 0 0 30 Nov 2024
Privacy-Preserving Video Anomaly Detection: A Survey Jing Liu Yang Liu Xiaoguang Zhu 97 2 0 21 Nov 2024
Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection Jiahao Lyu Minghua Zhao Jing Hu Xuewen Huang Shuangli Du Cheng Shi Zhiyong Lv 28 1 0 26 Sep 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 23 0 0 21 Sep 2024
End-Cloud Collaboration Framework for Advanced AI Customer Service in E-commerce Liangyu Teng Yang Liu Jing Liu Liang Song 31 2 0 20 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 42 6 0 09 Sep 2024
Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations Dingkang Yang Mingcheng Li Linhao Qu Kun Yang Peng Zhai Song Wang Lihua Zhang 40 5 0 06 Jul 2024
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs Rohit K Bharadwaj Hanan Gani Muzammal Naseer F. Khan Salman Khan 67 3 0 14 Jun 2024
Video Anomaly Detection in 10 Years: A Survey and Outlook Moshira Abdalla Sajid Javed Muaz Al Radi Anwaar Ulhaq Naoufel Werghi 40 2 0 29 May 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
Robust Emotion Recognition in Context Debiasing Dingkang Yang Kun Yang Mingcheng Li Shunli Wang Shuai Wang Lihua Zhang 43 15 0 09 Mar 2024
Towards Multimodal Human Intention Understanding Debiasing via Subject-Deconfounding Dingkang Yang Dongling Xiao Ke Li Yuzheng Wang Zhaoyu Chen Jinjie Wei Lihua Zhang 26 9 0 08 Mar 2024
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification Dingkang Yang Mingcheng Li Dongling Xiao Yang Liu Kun Yang Zhaoyu Chen Yuzheng Wang Peng Zhai Ke Li Lihua Zhang 35 16 0 08 Mar 2024
Vision-Based Traffic Accident Detection and Anticipation: A Survey Jianwu Fang Jiahuan Qiao Jianru Xue Zhengguo Li 21 26 0 30 Aug 2023
Survey on video anomaly detection in dynamic scenes with moving cameras Runyu Jiao Yi Wan Fabio Poiesi Yiming Wang 35 9 0 14 Aug 2023
Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation Siao Liu Zhaoyu Chen Yang Liu Yuzheng Wang Dingkang Yang ... Ziqing Zhou Xie Yi Wei Li Wenqiang Zhang Zhongxue Gan 38 22 0 02 Aug 2023
Sampling to Distill: Knowledge Transfer from Open-World Data Yuzheng Wang Zhaoyu Chen Jie M. Zhang Dingkang Yang Zuhao Ge Yang Liu Siao Liu Yunquan Sun Wenqiang Zhang Lizhe Qi 28 9 0 31 Jul 2023
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception Dingkang Yang Shuai Huang Zhi Xu Zhenpeng Li Shunli Wang ... Yan Wang Jing Liu Pei Zhang Peng Zhai Lihua Zhang 15 34 0 26 Jul 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 29 32 0 26 Jun 2023
Multi-scale Spatial-temporal Interaction Network for Video Anomaly Detection Zhiyu Ning Zhangxun Li Zhengliang Guo Zile Wang Liang Song 16 0 0 17 Jun 2023
AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on Anomalies Yixuan Zhou Peiyu Yang Yi Qu Xing Xu Zhe Sun Andrzej Cichocki 38 2 0 30 May 2023
Configurable Spatial-Temporal Hierarchical Analysis for Flexible Video Anomaly Detection Kai Cheng Xinhua Zeng Yang Liu Tianyu Wang Chengxin Pang Jing Teng Zhaoyang Xia Jing Liu 26 1 0 12 May 2023
Context De-confounded Emotion Recognition Dingkang Yang Zhaoyu Chen Yuzheng Wang Shunli Wang Mingcheng Li ... Xiao Zhao Shuai Huang Zhiyan Dong Peng Zhai Lihua Zhang CML 21 40 0 21 Mar 2023
Deep Crowd Anomaly Detection: State-of-the-Art, Challenges, and Future Research Directions Md. Haidar Sharif Lei Jiao C. Omlin 148 7 0 25 Oct 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 194 1,143 0 10 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 114 227 0 26 Sep 2017