Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning

25 January 2021

Papers citing "Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning"

50 / 61 papers shown

Title
The Role of Video Generation in Enhancing Data-Limited Action Understanding Wei Li Dezhao Luo Dongbao Yang Zhenhang Li Weiping Wang Yu Zhou DiffM VGen 267 0 0 26 May 2025
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 141 0 0 05 May 2025
ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications Tao Zhu Qi Yu Xinru Dong Shiyu Li Yue Liu Jinlong Jiang Lei Shu 48 0 0 04 May 2025
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT Wen-Dong Jiang Chih-Yung Chang Diptendu Sinha Roy 118 0 0 07 Jan 2025
Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection Ayush Ghadiya P. Kar Vishal M. Chudasama Pankaj Wasnik 87 3 0 31 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 137 2 0 04 Dec 2024
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion Dexuan Ding Lei Wang Liyun Zhu Tom Gedeon Piotr Koniusz 111 9 0 02 Oct 2024
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation Sanggeon Yun Ryozo Masukawa Minhyoung Na Mohsen Imani 86 8 0 27 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 51 0 0 05 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 165 12 0 16 May 2024
Cleaning Label Noise with Clusters for Minimally Supervised Anomaly Detection M. Zaheer Jin-ha Lee Marcella Astrid Arif Mahmood Seung-Ik Lee NoLa 32 30 0 30 Apr 2021
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning Boyang Wan Yuming Fang Xue Xia Jiajie Mei 48 131 0 15 Apr 2021
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images Yu Tian Guansong Pang Fengbei Liu Yuanhong Chen Seon Ho Shin Johan Verjans Rajvinder Singh G. Carneiro 68 69 0 05 Mar 2021
CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection M. Zaheer Arif Mahmood Marcella Astrid Seung-Ik Lee 66 133 0 24 Nov 2020
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning Mariana-Iuliana Georgescu Antonio Bărbălău Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah SSL 77 258 0 15 Nov 2020
Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events Guang Yu Siqi Wang Zhiping Cai En Zhu Chuanfu Xu Jianping Yin Marius Kloft 73 196 0 27 Aug 2020
A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels M. Zaheer Arif Mahmood Ho-chul Shin Seung-Ik Lee 45 82 0 27 Aug 2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images Kang Zhou Yuting Xiao Jianlong Yang Jun Cheng Wen Liu Weixin Luo Zaiwang Gu Jiang-Dong Liu Shenghua Gao MedIm 71 118 0 09 Aug 2020
Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision Peng Wu Jing Liu Yujia Shi Yujia Sun Fang Shao Zhaoyang Wu Zhiwei Yang 45 316 0 09 Jul 2020
Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy Yu Tian Gabriel Maicas L. Pu Rajvinder Singh Johan Verjans G. Carneiro MedIm 57 39 0 26 Jun 2020
Classification-Based Anomaly Detection for General Data Liron Bergman Yedid Hoshen 49 350 0 05 May 2020
Exploring Self-attention for Image Recognition Hengshuang Zhao Jiaya Jia V. Koltun SSL 93 786 0 28 Apr 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 69 178 0 13 Apr 2020
Learning Memory-guided Normality for Anomaly Detection Hyunjong Park Jongyoun Noh Bumsub Ham 56 636 0 30 Mar 2020
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection Guansong Pang Cheng Yan Chunhua Shen Anton Van Den Hengel Xiao Bai 61 210 0 15 Mar 2020
SpotNet: Self-Attention Multi-Task Network for Object Detection Hughes Perreault Guillaume-Alexandre Bilodeau Nicolas Saunier Maguelonne Héritier 114 44 0 13 Feb 2020
Graph Embedded Pose Clustering for Anomaly Detection Amir Markovitz Gilad Sharir Itamar Friedman Lihi Zelnik-Manor S. Avidan 3DH 69 167 0 26 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,407 0 03 Dec 2019
Deep Anomaly Detection with Deviation Networks Guansong Pang Chunhua Shen Anton Van Den Hengel 70 355 0 19 Nov 2019
Attention Guided Anomaly Localization in Images Shashanka Venkataramanan Kuan-Chuan Peng Rajat Vikram Singh Abhijit Mahalanobis 58 22 0 19 Nov 2019
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings Paul Bergmann Michael Fauser David Sattlegger C. Steger 74 662 0 06 Nov 2019
Unsupervised Dual Adversarial Learning for Anomaly Detection in Colonoscopy Video Frames Yuyuan Liu Yu Tian Gabriel Maicas L. Pu Rajvinder Singh Johan Verjans G. Carneiro GAN MedIm 41 20 0 23 Oct 2019
Anomaly Detection in Video Sequence with Appearance-Motion Correspondence Trong-Nguyen Nguyen J. Meunier 82 347 0 17 Aug 2019
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection Jue Wang A. Cherian CML 51 115 0 16 Aug 2019
Motion-Aware Feature for Improved Video Anomaly Detection Yi Zhu Shawn D. Newsam 61 157 0 24 Jul 2019
Deep Semi-Supervised Anomaly Detection Lukas Ruff Robert A. Vandermeulen Nico Görnitz Alexander Binder Emmanuel Müller K. Müller Marius Kloft UQCV 56 545 0 06 Jun 2019
Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection Dong Gong Lingqiao Liu Vuong Le Budhaditya Saha M. Mansour Svetha Venkatesh Anton Van Den Hengel UQCV 47 1,262 0 04 Apr 2019
OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations Pramuditha Perera Ramesh Nallapati Bing Xiang 110 526 0 20 Mar 2019
Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection Jia-Xing Zhong Nannan Li Weijie Kong Shan Liu Thomas H. Li Ge Li NoLa SSL 104 405 0 18 Mar 2019
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos Romero Morais Vuong Le T. Tran Budhaditya Saha M. Mansour Svetha Venkatesh 163 262 0 08 Mar 2019
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video Radu Tudor Ionescu Fahad Shahbaz Khan Mariana-Iuliana Georgescu Ling Shao 162 326 0 11 Dec 2018
Latent Space Autoregression for Novelty Detection Davide Abati Angelo Porrello Simone Calderara Rita Cucchiara 106 434 0 04 Jul 2018
Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection Guansong Pang LongBing Cao Ling-Hao Chen Huan Liu 74 208 0 13 Jun 2018
Deep Anomaly Detection Using Geometric Transformations I. Golan Ran El-Yaniv 89 607 0 28 May 2018
Adversarially Learned One-Class Classifier for Novelty Detection Mohammad Sabokrou Mohammad Khalooei M. Fathy Ehsan Adeli AAML 147 693 0 25 Feb 2018
Subspace Support Vector Data Description Fahad Sohrab Jenni Raitoharju Moncef Gabbouj Alexandros Iosifidis 48 57 0 12 Feb 2018
Real-world Anomaly Detection in Surveillance Videos Waqas Sultani Chen Chen M. Shah AI4TS 177 1,485 0 12 Jan 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 173 1,077 0 28 Dec 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 289 8,905 0 21 Nov 2017
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 241 229 0 26 Sep 2017