Advancing Video Anomaly Detection: A Concise Review and a New Dataset

7 February 2024

Tom Gedeon

Papers citing "Advancing Video Anomaly Detection: A Concise Review and a New Dataset"

30 / 30 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 93 0 0 05 May 2025
Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization Hongwei Ji Wulian Yun Mengshi Qi Huadong Ma LRM 360 0 0 18 Apr 2025
Evolving Skeletons: Motion Dynamics in Action Recognition Jushang Qiu Lei Wang 105 0 0 05 Jan 2025
Do Language Models Understand Time? Xi Ding Lei Wang 232 1 0 18 Dec 2024
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion Dexuan Ding Lei Wang Liyun Zhu Tom Gedeon Piotr Koniusz 91 8 0 02 Oct 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection Luca Zanella Willi Menapace Massimiliano Mancini Yiming Wang Elisa Ricci VLM 66 25 0 01 Apr 2024
The MONET dataset: Multimodal drone thermal dataset recorded in rural scenarios Luigi Riz Andrea Caraffa M. Bortolon M. L. Mekhalfi Davide Boscaini ... A. Leonidou C. Constantinides C. Keleshis D. Abate Fabio Poiesi VGen 42 6 0 11 Apr 2023
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection Yukang Chen Zhengzhe Liu Baoheng Zhang W. Fok Xiaojuan Qi Yik-Chung Wu 58 119 0 28 Nov 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 194 30,069 0 01 Mar 2022
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection Nicolae-Cătălin Ristea Neelu Madan Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah 57 192 0 17 Nov 2021
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 52 245 0 01 Oct 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 82 1,458 0 24 Jun 2021
Learning Normal Dynamics in Videos with Meta Prototype Network Hui Lv Chong Chen Zhen Cui Chunyan Xu Yong Li Jian Yang 55 141 0 14 Apr 2021
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning Yu Tian Guansong Pang Yuanhong Chen Rajvinder Singh Johan Verjans G. Carneiro AI4TS 48 298 0 25 Jan 2021
A Survey on Deep Learning Techniques for Video Anomaly Detection Jessie James P. Suarez P. Naval AI4TS 37 32 0 29 Sep 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Mariana-Iuliana Georgescu Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah 77 158 0 27 Aug 2020
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 63 137 0 01 Aug 2020
Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision Peng Wu Jing Liu Yujia Shi Yujia Sun Fang Shao Zhaoyang Wu Zhiwei Yang 40 310 0 09 Jul 2020
Moving Objects Detection with a Moving Camera: A Comprehensive Review Marie-Neige Chapel T. Bouwmans 57 93 0 15 Jan 2020
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos Romero Morais Vuong Le T. Tran Budhaditya Saha M. Mansour Svetha Venkatesh 128 262 0 08 Mar 2019
Unsupervised Traffic Accident Detection in First-Person Videos Yu Yao Mingze Xu Yuchen Wang David J. Crandall E. Atkins 66 140 0 02 Mar 2019
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video Radu Tudor Ionescu Fahad Shahbaz Khan Mariana-Iuliana Georgescu Ling Shao 114 324 0 11 Dec 2018
Real-world Anomaly Detection in Surveillance Videos Waqas Sultani Chen Chen M. Shah AI4TS 128 1,468 0 12 Jan 2018
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 208 7,961 0 22 May 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 781 11,793 0 09 Mar 2017
Action Recognition: From Static Datasets to Moving Robots Fahimeh Rezazadegan S. Shirazi B. Upcroft Michael Milford 36 45 0 18 Jan 2017
Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks J. Medel Andreas E. Savakis DRL AI4TS 52 238 0 01 Dec 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 147 6,511 0 24 Nov 2016
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 117 1,880 0 17 Nov 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 508 7,952 0 13 Jun 2015