Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos

8 March 2019

Papers citing "Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos"

35 / 35 papers shown

Title
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving Tianchen Ji Neeloy Chakraborty Andre Schreiber Katherine Rose Driggs-Campbell 140 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 150 1 0 08 Feb 2025
Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection Andi Xu Hongsong Wang Pinle Ding Jie Gui DiffM VGen 25 0 0 23 Dec 2024
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection Xiaofeng Tan Hongsong Wang Xin Geng Liang Wang DiffM AAML VGen 86 0 0 04 Dec 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
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis Brian K. S. Isaac-Medina Yona Falinie A. Gaus Neelanjan Bhowmik T. Breckon 23 2 0 22 Jul 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 29 0 0 05 Jun 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 31 1 0 24 Jan 2024
Understanding Policy and Technical Aspects of AI-Enabled Smart Video Surveillance to Address Public Safety B. R. Ardabili Armin Danesh Pazho Ghazal Alinezhad Noghre Christopher Neff Sai Datta Bhaskararayuni Arun K. Ravindran Shannon Reid Hamed Tabkhi 19 23 0 08 Feb 2023
Graph Anomaly Detection in Time Series: A Survey Thi Kieu Khanh Ho Ali Karami Narges Armanfard AI4TS 24 5 0 31 Jan 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
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things Armin Danesh Pazho Christopher Neff Ghazal Alinezhad Noghre B. R. Ardabili S. Yao Mohammadreza Baharani Hamed Tabkhi 11 38 0 09 Jan 2023
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions Pratik K. Mishra Alex Mihailidis Shehroz S. Khan 28 17 0 31 Dec 2022
Normalizing Flows for Human Pose Anomaly Detection Or Hirschorn S. Avidan 3DH 14 46 0 20 Nov 2022
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection Congqi Cao Yue Lu Yanning Zhang 57 21 0 07 Sep 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 23 4 0 27 Jul 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 13 77 0 20 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 27 6 0 03 May 2022
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild Xuefeng Du Xin Eric Wang Gabriel Gozum Yixuan Li OODD 40 90 0 08 Mar 2022
Unsupervised Anomaly Detection from Time-of-Flight Depth Images Pascal Schneider J. Rambach B. Mirbach D. Stricker 26 7 0 02 Mar 2022
Time Series Anomaly Detection by Cumulative Radon Features Yedid Hoshen AI4TS 11 2 0 08 Feb 2022
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model Chunnan Wang Cheng Liang Xiang Chen Hongzhi Wang 11 1 0 09 Jan 2022
Anomaly Detection in Multi-Agent Trajectories for Automated Driving Julian Wiederer Arij Bouazizi Marco Troina U. Kressel Vasileios Belagiannis 35 22 0 15 Oct 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Zhian Liu Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 25 227 0 16 Aug 2021
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos Kayleigh Boekhoudt Alina Matei Maya Aghaei Estefanía Talavera 13 16 0 31 Jul 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 35 18 0 21 Mar 2021
Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video Bo Li Sam Leroux Pieter Simoens 17 33 0 10 Nov 2020
Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction X. Wang Zhengping Che Bo Jiang Ning Xiao Ke Yang Jian-Bo Tang Jieping Ye Jingyu Wang Q. Qi 17 136 0 05 Nov 2020
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate Keval Doshi Y. Yilmaz 19 92 0 10 Oct 2020
3D ResNet with Ranking Loss Function for Abnormal Activity Detection in Videos Shikha Dubey Abhijeet Boragule M. Jeon 18 29 0 04 Feb 2020
Graph Embedded Pose Clustering for Anomaly Detection Amir Markovitz Gilad Sharir Itamar Friedman Lihi Zelnik-Manor S. Avidan 3DH 24 165 0 26 Dec 2019
History-based Anomaly Detector: an Adversarial Approach to Anomaly Detection Pierrick Chatillon C. Ballester AAML 18 6 0 26 Dec 2019
Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection Royston Rodrigues Neha Bhargava R. Velmurugan S. Chaudhuri 17 82 0 12 Aug 2019
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 111 227 0 26 Sep 2017