Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction

5 November 2020

Papers citing "Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction"

34 / 34 papers shown

Title
Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos Gargi V. Pillai Ashish Verma Debashis Sen ViT 36 7 0 02 Mar 2025
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey Wei Zhou Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 73 0 0 30 Nov 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
VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection Sunghyun Ahn Youngwan Jo Kijung Lee Sanghyun Park 29 3 0 24 Sep 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
Latent Anomaly Detection Through Density Matrices Joseph A. Gallego-Mejia Oscar A. Bustos-Brinez Fabio A. González 32 1 0 14 Aug 2024
Mitral Regurgitation Recogniton based on Unsupervised Out-of-Distribution Detection with Residual Diffusion Amplification Zhe Liu Xiliang Zhu Tong Han Yuhao Huang Jian Wang M. Werman Fang Wang Dong Ni Zhongshan Gou Xin Yang 52 0 0 31 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
Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection Zhiwei Yang Jing Liu Peng Wu 42 16 0 12 Apr 2024
Dynamic Distinction Learning: Adaptive Pseudo Anomalies for Video Anomaly Detection Demetris Lappas Vasileios Argyriou Dimitrios Makris 27 2 0 07 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
An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination Minkyung Kim Jongmin Yu Junsik Kim Tae-Hyun Oh Jun Kyun Choi OOD 33 10 0 18 Sep 2023
Future Video Prediction from a Single Frame for Video Anomaly Detection M. Baradaran R. Bergevin 24 3 0 15 Aug 2023
A New Comprehensive Benchmark for Semi-supervised Video Anomaly Detection and Anticipation Congqi Cao Yue Lu Peng Wang Yanning Zhang 60 34 0 23 May 2023
Video Event Restoration Based on Keyframes for Video Anomaly Detection Zhiwei Yang Jing Liu Zhaoyang Wu Peng Wu Xiaotao Liu VGen 19 67 0 11 Apr 2023
Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features Fumiaki Sato Ryo Hachiuma Taiki Sekii 47 22 0 27 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 39 46 0 23 Mar 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 30 80 0 10 Feb 2023
LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection Joseph A. Gallego-Mejia Oscar A. Bustos-Brinez Fabio A. González 44 2 0 15 Nov 2022
Siamese Transition Masked Autoencoders as Uniform Unsupervised Visual Anomaly Detector Haiming Yao Xue Wang Wenyong Yu 27 9 0 01 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
Consistency-based Self-supervised Learning for Temporal Anomaly Localization Aniello Panariello Angelo Porrello Simone Calderara Rita Cucchiara AI4TS 16 15 0 10 Aug 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
Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection Zhiwei Yang Peng Wu Jing Liu Xiaotao Liu 13 43 0 22 Jul 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 18 77 0 20 Jul 2022
Generative Cooperative Learning for Unsupervised Video Anomaly Detection M. Zaheer Arif Mahmood M. H. Khan Mattia Segu F. I. F. Richard Yu Seung-Ik Lee AI4TS 27 130 0 08 Mar 2022
Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data Matej Grcić Petra Bevandić Zoran Kalafatić Sinivsa vSegvić 21 10 0 23 Dec 2021
Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests Siqi Wang Guang Yu Zhiping Cai Xinwang Liu En Zhu Jianping Yin 36 4 0 05 Aug 2021
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement Guang Yu Siqi Wang Zhiping Cai Xinwang Liu Chuanfu Xu Cheng-Feng Wu 30 32 0 04 Aug 2021
Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder Dinesh Jackson Samuel Fabio Cuzzolin 46 16 0 22 Apr 2021
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 114 227 0 26 Sep 2017
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,904 0 13 Jun 2015