Graph Embedded Pose Clustering for Anomaly Detection

26 December 2019

Papers citing "Graph Embedded Pose Clustering for Anomaly Detection"

50 / 81 papers shown

Title
EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection Jing Ren Mingliang Hou Zhixuan Liu Xiaomei Bai 39 1 0 12 May 2025
Shopformer: Transformer-Based Framework for Detecting Shoplifting via Human Pose Narges Rashvand Ghazal Alinezhad Noghre Armin Danesh Pazho B. R. Ardabili Hamed Tabkhi ViT 29 0 0 28 Apr 2025
Video Anomaly Detection with Contours - A Study M. Siemon I. Nikolov T. Moeslund Kamal Nasrollahi 3DH 50 0 0 25 Mar 2025
Deep Learning Advancements in Anomaly Detection: A Comprehensive Survey Haoqi Huang Ping Wang Jianhua Pei Jiacheng Wang Shahen Alexanian Dusit Niyato AAML 72 0 0 17 Mar 2025
Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection Fuyun Wang Tong Zhang Yuanzhi Wang Yide Qiu Xin Liu Xu Guo Zhen Cui DiffM 39 0 0 28 Feb 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 137 0 0 08 Feb 2025
Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark Narges Rashvand Ghazal Alinezhad Noghre Armin Danesh Pazho S. Yao Hamed Tabkhi 36 1 0 11 Jan 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
Privacy-Preserving Video Anomaly Detection: A Survey J. H. Liu Y. Liu Xiaoguang Zhu 95 2 0 21 Nov 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 23 0 0 21 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
Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection Chenglizhao Chen Xinyu Liu Mengke Song Luming Li Xu Yu Shanchen Pang 36 0 0 05 Sep 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
Anomaly Detection in Graph Structured Data: A Survey Prabin B. Lamichhane William Eberle 35 3 0 10 May 2024
Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment S. Yao Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi 24 2 0 29 Apr 2024
An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi 32 15 0 29 Apr 2024
Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows Shun Maeda Chunzhi Gu Junzhou Yu Shogo Tokai Shangce Gao Chao Zhang 24 0 0 26 Apr 2024
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Ali Karami Thi Kieu Khanh Ho Narges Armanfard DiffM 29 4 0 18 Mar 2024
Multiple Instance Learning for Cheating Detection and Localization in Online Examinations Yemeng Liu Jing Ren Jianshuo Xu Xiaomei Bai Roopdeep Kaur Feng Xia 16 7 0 09 Feb 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
A Rapid Review of Clustering Algorithms Hui Yin Amir Aryani Stephen Petrie Aishwarya Nambissan Aland Astudillo Shengyuan Cao 13 14 0 14 Jan 2024
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 20 18 0 26 Nov 2023
VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer Armin Danesh Pazho Ghazal Alinezhad Noghre Vinit Katariya Hamed Tabkhi 24 6 0 11 Nov 2023
Active Transfer Learning for Efficient Video-Specific Human Pose Estimation Hiromu Taketsugu Norimichi Ukita 19 1 0 08 Nov 2023
Holistic Representation Learning for Multitask Trajectory Anomaly Detection Alexandros Stergiou B. D. Weerdt Nikos Deligiannis 46 13 0 03 Nov 2023
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection Jiawen Zhu Choubo Ding Yu Tian Guansong Pang 40 12 0 19 Oct 2023
Human Kinematics-inspired Skeleton-based Video Anomaly Detection Jian Xiao Tianyuan Liu Genlin Ji 3DH 17 2 0 27 Sep 2023
Reasonable Anomaly Detection in Long Sequences Yalong Jiang Changkang Li AI4TS 32 0 0 06 Sep 2023
The Expressive Power of Graph Neural Networks: A Survey Bingxue Zhang Changjun Fan Shixuan Liu Kuihua Huang Xiang Zhao Jin-Yu Huang Zhong Liu 40 19 0 16 Aug 2023
Survey on video anomaly detection in dynamic scenes with moving cameras Runyu Jiao Yi Wan Fabio Poiesi Yiming Wang 29 9 0 14 Aug 2023
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Alessandro Flaborea Luca Collorone Guido DÁmely S. DÁrrigo Bardh Prenkaj Fabio Galasso VGen DiffM 21 37 0 14 Jul 2023
Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features Fumiaki Sato Ryo Hachiuma Taiki Sekii 42 22 0 27 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 34 46 0 23 Mar 2023
Real-World Community-in-the-Loop Smart Video Surveillance -- A Case Study at a Community College S. Yao B. R. Ardabili Armin Danesh Pazho Ghazal Alinezhad Noghre Christopher Neff Hamed Tabkhi 24 1 0 22 Mar 2023
Understanding the Challenges and Opportunities of Pose-based Anomaly Detection Ghazal Alinezhad Noghre Armin Danesh Pazho Vinit Katariya Hamed Tabkhi 19 11 0 09 Mar 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Y. Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 30 80 0 10 Feb 2023
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
Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection Alessandro Flaborea Guido DÁmely S. DÁrrigo Marco Aurelio Sterpa Alessio Sampieri Fabio Galasso 22 11 0 23 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 36 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
Understanding Ethics, Privacy, and Regulations in Smart Video Surveillance for Public Safety B. R. Ardabili Armin Danesh Pazho Ghazal Alinezhad Noghre Christopher Neff Arun K. Ravindran Hamed Tabkhi 19 8 0 25 Dec 2022
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos Pratik K. Mishra Andrea Iaboni B. Ye Kristine Newman Alex Mihailidis Shehroz S. Khan 6 10 0 20 Dec 2022
CHAD: Charlotte Anomaly Dataset Armin Danesh Pazho Ghazal Alinezhad Noghre B. R. Ardabili Christopher Neff Hamed Tabkhi 28 13 0 19 Dec 2022
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges Jing Ren Feng Xia Azadeh Noori Hoshyar Charu C. Aggarwal 42 26 0 11 Dec 2022
Normalizing Flows for Human Pose Anomaly Detection Or Hirschorn S. Avidan 3DH 14 46 0 20 Nov 2022
C3: Cross-instance guided Contrastive Clustering M. Sadeghi H. Hojjati Narges Armanfard 19 13 0 14 Nov 2022
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network T. K. Vijay Yash Raghuwanshi D. P. Dogra Heeseung Choi Ig-Jae Kim 11 17 0 02 Nov 2022
Graph Anomaly Detection with Unsupervised GNNs Lingxiao Zhao Saurabh Sawlani Arvind Srinivasan L. Akoglu 31 17 0 18 Oct 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