Learning Temporal Regularity in Video Sequences

15 April 2016

Papers citing "Learning Temporal Regularity in Video Sequences"

50 / 103 papers shown

Title
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 38 1 0 20 Apr 2025
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving Tianchen Ji Neeloy Chakraborty Andre Schreiber Katherine Rose Driggs-Campbell 164 1 0 23 Feb 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 170 1 0 08 Feb 2025
ComplexVAD: Detecting Interaction Anomalies in Video Furkan Mumcu Michael J. Jones Yasin Yilmaz A. Cherian 46 0 0 17 Jan 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions Zhengye Yang Richard J. Radke 43 0 0 14 Jan 2025
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection Xiaofeng Tan Hongsong Wang Xin Geng Liang Wang DiffM AAML VGen 88 0 0 04 Dec 2024
Abnormal Event Detection In Videos Using Deep Embedding Darshan Venkatrayappa 18 0 0 15 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
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts Peng Wu Xuerong Zhou Guansong Pang Zhiwei Yang Qingsen Yan Peng Wang Yanning Zhang 28 9 0 12 Aug 2024
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon Utkarsh Tiwari Snehashis Majhi Michal Balazia François Brémond 23 0 0 10 Aug 2024
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection Ruituo Wu Yang Chen Jian Xiao Bing Li Jicong Fan Frédéric Dufaux Ce Zhu Yipeng Liu 37 0 0 05 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 23 0 0 05 Jun 2024
Visual Episodic Memory-based Exploration J. Vice Natalie Ruiz-Sanchez P. Douglas G. Sukthankar 31 0 0 18 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
IPAD: Industrial Process Anomaly Detection Dataset Jinfan Liu Yichao Yan Junjie Li Weiming Zhao Pengzhi Chu Xingdong Sheng Yunhui Liu Xiaokang Yang 40 0 0 23 Apr 2024
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection Yongwei Nie Hao Huang Chengjiang Long Qing Zhang Pradipta Maji Hongmin Cai 34 1 0 24 Jan 2024
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos Rongqin Liang Yuanman Li Yingxin Yi Jiantao Zhou Xia Li 11 2 0 27 Jul 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu Fahad Shahbaz Khan M. Shah ViT 26 20 0 21 Jun 2023
Diversity-Measurable Anomaly Detection Wenrui Liu Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 32 56 0 09 Mar 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng Li Octavia Camps Yun Fu 29 5 0 13 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Yang Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 33 80 0 10 Feb 2023
Making Reconstruction-based Method Great Again for Video Anomaly Detection Yizhou Wang Can Qin Yue Bai Yi Xu Xu Ma Yun Fu ViT 29 18 0 28 Jan 2023
EVAL: Explainable Video Anomaly Localization Vasu Singla Michael J. Jones Erik Learned-Miller 18 24 0 15 Dec 2022
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection Chen Zhang Guorong Li Yuankai Qi Shuhui Wang Laiyun Qing Qingming Huang Ming-Hsuan Yang 35 53 0 08 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation Florinel-Alin Croitoru Nicolae-Cătălin Ristea D. Dascalescu Radu Tudor Ionescu Fahad Shahbaz Khan M. Shah 34 2 0 28 Nov 2022
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection Y. Chen Zhengzhe Liu Baoheng Zhang W. Fok Xiaojuan Qi Yik-Chung Wu 10 109 0 28 Nov 2022
Exploiting Spatial-temporal Correlations for Video Anomaly Detection Mengyang Zhao Yang Liu Jing Li Xinhua Zeng 30 15 0 02 Nov 2022
Siamese Transition Masked Autoencoders as Uniform Unsupervised Visual Anomaly Detector Haiming Yao Xue Wang Wenyong Yu 29 9 0 01 Nov 2022
Spatio-temporal predictive tasks for abnormal event detection in videos Yassine Naji Aleksandr Setkov Angélique Loesch M. Gouiffès Romaric Audigier 21 5 0 27 Oct 2022
Anomaly Detection in Aerial Videos with Transformers P. Jin Lichao Mou Guisong Xia Xiao Xiang Zhu ViT AI4TS 27 22 0 25 Sep 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection Neelu Madan Nicolae-Cătălin Ristea Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT MedIm 258 61 0 25 Sep 2022
An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos Muhammad Monjurul Karim Ruwen Qin Zhaozheng Yin 29 3 0 16 Sep 2022
Real-world Video Anomaly Detection by Extracting Salient Features in Videos Yudai Watanabe Makoto Okabe Y. Harada Naoji Kashima AI4TS 16 5 0 14 Sep 2022
Locality-aware Attention Network with Discriminative Dynamics Learning for Weakly Supervised Anomaly Detection Yujiang Pu Xiaoyu Wu 21 11 0 11 Aug 2022
Consistency-based Self-supervised Learning for Temporal Anomaly Localization Aniello Panariello Angelo Porrello Simone Calderara Rita Cucchiara AI4TS 18 15 0 10 Aug 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 25 4 0 27 Jul 2022
Hybrid Classifiers for Spatio-temporal Real-time Abnormal Behaviors Detection, Tracking, and Recognition in Massive Hajj Crowds Tarik K. Alafif Anas A. Hadi M. Allahyani B. Alzahrani Areej M. Alhothali Reem M. Alotaibi A. Barnawi 27 7 0 25 Jul 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 24 77 0 20 Jul 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT 25 69 0 16 Jul 2022
Modality-Aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection Jiashuo Yu Jin-Yuan Liu Ying Cheng Rui Feng Yuejie Zhang 21 34 0 12 Jul 2022
BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection A. Kanu-Asiegbu Ram Vasudevan Xiaoxiao Du 20 7 0 05 Jul 2022
Object Class Aware Video Anomaly Detection through Image Translation M. Baradaran R. Bergevin 30 6 0 03 May 2022
A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency Xiangyu Huang Caidan Zhao Yilin Wang Zhiqiang Wu 37 15 0 08 Apr 2022
Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems Furkan Mumcu Keval Doshi Yasin Yılmaz AAML 19 9 0 07 Apr 2022
Learning to Adapt to Unseen Abnormal Activities under Weak Supervision Jaeyoo Park Junha Kim Bohyung Han OffRL 19 5 0 25 Mar 2022
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection Hitesh Sapkota Qi Yu 16 39 0 24 Mar 2022
Generative Cooperative Learning for Unsupervised Video Anomaly Detection M. Zaheer Arif Mahmood M. H. Khan Mattia Segu Feng Yu Seung-Ik Lee AI4TS 27 130 0 08 Mar 2022
Unsupervised Anomaly Detection from Time-of-Flight Depth Images Pascal Schneider J. Rambach B. Mirbach D. Stricker 32 7 0 02 Mar 2022
Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection Yu-xin Zhang Jindong Wang Yiqiang Chen Hanchao Yu Tao Qin AI4TS 33 54 0 03 Jan 2022
Discrete neural representations for explainable anomaly detection Stanislaw Szymanowicz James Charles R. Cipolla AAML AI4TS FAtt 24 20 0 10 Dec 2021