A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video

27 August 2020

Mariana-Iuliana Georgescu

Papers citing "A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video"

50 / 63 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
AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection Peng Wu Wanshun Su Guansong Pang Yujia Sun Qingsen Yan Peng Wang Yuyao Zhang VLM 55 0 0 06 Apr 2025
Video Anomaly Detection with Contours - A Study M. Siemon I. Nikolov T. Moeslund Kamal Nasrollahi 3DH 55 0 0 25 Mar 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 167 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
Adversarial Training: A Survey Mengnan Zhao Lihe Zhang Jingwen Ye Huchuan Lu Baocai Yin Xinchao Wang AAML 28 1 0 19 Oct 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
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
Cross-Domain Learning for Video Anomaly Detection with Limited Supervision Yashika Jain Ali Dabouei Min Xu 24 1 0 09 Aug 2024
Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models Yuchen Yang Kwonjoon Lee Behzad Dariush Yinzhi Cao Shao-Yuan Lo LRM 42 12 0 14 Jul 2024
Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified M. Siemon T. Moeslund Barry Norton Kamal Nasrollahi 39 3 0 08 Jul 2024
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning Chaoqin Huang Haoyan Guan Aofan Jiang Yanfeng Wang Michael W. Spratling Xinchao Wang Ya Zhang 59 0 0 13 Jun 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
LogicAL: Towards logical anomaly synthesis for unsupervised anomaly localization Ying Zhao 48 6 0 11 May 2024
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies Marcella Astrid Muhammad Zaigham Zaheer Djamila Aouada Seung-Ik Lee AAML 43 1 0 09 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 29 2 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
Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection Hao Shen Lu Shi Wanru Xu Yigang Cen Linna Zhang Gaoyun An ViT 33 0 0 28 Mar 2024
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection Jakub Micorek Horst Possegger Dominik Narnhofer Horst Bischof Mateusz Koziñski 18 6 0 21 Mar 2024
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Ali Karami Thi Kieu Khanh Ho Narges Armanfard DiffM 31 4 0 18 Mar 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 24 13 0 07 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 34 1 0 24 Jan 2024
Text-Driven Traffic Anomaly Detection with Temporal High-Frequency Modeling in Driving Videos Rongqin Liang Yuanman Li Jiantao Zhou Xia Li 42 6 0 07 Jan 2024
A brief introduction to a framework named Multilevel Guidance-Exploration Network Guoqing Yang Zhiming Luo Jianzhe Gao Yingxin Lai Kun Yang Yifan He Shaozi Li 3DH 29 0 0 07 Dec 2023
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach Ayush K. Rai Tarun Krishna Feiyan Hu Alexandru Drimbarean Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 42 1 0 27 Nov 2023
Autoencoder with Group-based Decoder and Multi-task Optimization for Anomalous Sound Detection Yifan Zhou Dongxing Xu Haoran Wei Yanhua Long 24 0 0 15 Nov 2023
Beyond the Benchmark: Detecting Diverse Anomalies in Videos Yoav Arad Michael Werman 16 2 0 03 Oct 2023
Human Kinematics-inspired Skeleton-based Video Anomaly Detection Jian Xiao Tianyuan Liu Genlin Ji 3DH 24 2 0 27 Sep 2023
Divide and Conquer in Video Anomaly Detection: A Comprehensive Review and New Approach Jian Xiao Tianyuan Liu G. Ji 21 6 0 26 Sep 2023
Reasonable Anomaly Detection in Long Sequences Yalong Jiang Changkang Li AI4TS 40 0 0 06 Sep 2023
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
Reconstruction Error-based Anomaly Detection with Few Outlying Examples F. Angiulli Fabio Fassetti L. Ferragina UQCV AAML 25 3 0 17 May 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 42 46 0 23 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies Marcella Astrid M. Zaheer Seung-Ik Lee 26 17 0 19 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
Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection Alessandro Flaborea Guido DÁmely S. DÁrrigo Marco Aurelio Sterpa Alessio Sampieri Fabio Galasso 35 11 0 23 Jan 2023
EVAL: Explainable Video Anomaly Localization Vasu Singla Michael J. Jones Erik Learned-Miller 18 24 0 15 Dec 2022
Cross-Domain Video Anomaly Detection without Target Domain Adaptation Abhishek Aich Kuan-Chuan Peng A. Roy-Chowdhury 29 24 0 14 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
Normalizing Flows for Human Pose Anomaly Detection Or Hirschorn S. Avidan 3DH 19 46 0 20 Nov 2022
LGN-Net: Local-Global Normality Network for Video Anomaly Detection Mengyang Zhao Xinhua Zeng Yang Liu Jing Liu Di Li Xinhua Zeng Chengxin Pang 31 11 0 14 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
Multi-Task Learning based Video Anomaly Detection with Attention M. Baradaran R. Bergevin 32 3 0 14 Oct 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
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection Congqi Cao Yue Lu Yanning Zhang 59 21 0 07 Sep 2022
Concept Drift Challenge in Multimedia Anomaly Detection: A Case Study with Facial Datasets Pratibha Kumari Priya Choudhary P. Atrey Mukesh Saini 17 6 0 27 Jul 2022