A Discriminative Framework for Anomaly Detection in Large Videos

28 September 2016

Papers citing "A Discriminative Framework for Anomaly Detection in Large Videos"

42 / 42 papers shown

Title
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 117 23 0 21 Jun 2023
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection Hui Lv Zhongqi Yue Qianru Sun Bin Luo Zhen Cui Hanwang Zhang WSOD 88 74 0 22 Mar 2023
On the Connection of Generative Models and Discriminative Models for Anomaly Detection Jingxuan Pang Chunguang Li 60 0 0 16 Nov 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 341 71 0 25 Sep 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 95 4 0 27 Jul 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT 105 72 0 16 Jul 2022
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection Nicolae-Cătălin Ristea Neelu Madan Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah 128 196 0 17 Nov 2021
Learning Not to Reconstruct Anomalies Marcella Astrid M. Zaheer Jae-Yeong Lee Seung-Ik Lee 86 47 0 19 Oct 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 131 33 0 04 Aug 2021
Generalized One-Class Learning Using Pairs of Complementary Classifiers A. Cherian Jue Wang VLM 30 1 0 24 Jun 2021
Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection Cangning Fan Fangyi Zhang Peng Liu Xiuyu Sun Hao Li Ting Xiao Wei Zhao Xianglong Tang 46 2 0 14 May 2021
Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings Yuandu Lai Yahong Han Yaowei Wang DRL 28 13 0 30 Apr 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 82 18 0 21 Mar 2021
ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation Raunak Dey Yi Hong 57 19 0 05 Mar 2021
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning Yu Tian Guansong Pang Yuanhong Chen Rajvinder Singh Johan Verjans G. Carneiro AI4TS 110 313 0 25 Jan 2021
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 106 258 0 15 Nov 2020
Local Anomaly Detection in Videos using Object-Centric Adversarial Learning Pankaj Raj Roy Guillaume-Alexandre Bilodeau Lama Seoud 136 7 0 13 Nov 2020
Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction Xinyu Wang Zhengping Che Bo Jiang Ning Xiao Ke Yang Jian-Bo Tang Jieping Ye Jingyu Wang Q. Qi 91 140 0 05 Nov 2020
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate Keval Doshi Y. Yilmaz 404 93 0 10 Oct 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Mariana-Iuliana Georgescu Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah 129 162 0 27 Aug 2020
Localizing Anomalies from Weakly-Labeled Videos Hui Lv Chuanwei Zhou Chunyan Xu Zhen Cui Jian Yang 92 122 0 20 Aug 2020
Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding Ammar Mansoor Kamoona A. Gostar A. Bab-Hadiashar R. Hoseinnezhad 90 52 0 03 Jul 2020
Continual Learning for Anomaly Detection in Surveillance Videos Keval Doshi Y. Yilmaz 392 110 0 15 Apr 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 98 180 0 13 Apr 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 75 210 0 15 Mar 2020
Learning a distance function with a Siamese network to localize anomalies in videos B. Ramachandra Michael Jeffrey Jones Ranga Raju Vatsavai 98 79 0 24 Jan 2020
I-SAFE: Instant Suspicious Activity identiFication at the Edge using Fuzzy Decision Making S. Nikouei Yu Chen Alexander J. Aved Erik P. Blasch Timothy R. Faughnan 45 20 0 12 Sep 2019
Future Frame Prediction Using Convolutional VRNN for Anomaly Detection Yiwei Lu Mahesh Kumar Krishna Reddy Seyed shahabeddin Nabavi Yang Wang DRL 80 95 0 05 Sep 2019
Anomaly Detection in Video Sequence with Appearance-Motion Correspondence Trong-Nguyen Nguyen J. Meunier 104 347 0 17 Aug 2019
An Adaptive Training-less System for Anomaly Detection in Crowd Scenes Arindam Sikdar A. Chowdhury 24 5 0 03 Jun 2019
Online Multivariate Anomaly Detection and Localization for High-dimensional Settings Mahsa Mozaffari Y. Yilmaz 52 14 0 17 May 2019
Anomaly Locality in Video Surveillance Federico Landi Cees G. M. Snoek Rita Cucchiara 74 54 0 29 Jan 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 195 328 0 11 Dec 2018
Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder Yaxiang Fan G. Wen Deren Li S. Qiu M. Levine DRL 73 213 0 29 May 2018
Real-Time Deep Learning Method for Abandoned Luggage Detection in Video Sorina Smeureanu Radu Tudor Ionescu 32 25 0 03 Mar 2018
Detecting abnormal events in video using Narrowed Normality Clusters Radu Tudor Ionescu Sorina Smeureanu Marius Popescu B. Alexe 107 96 0 12 Jan 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 183 1,082 0 28 Dec 2017
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 267 229 0 26 Sep 2017
Ignoring Distractors in the Absence of Labels: Optimal Linear Projection to Remove False Positives During Anomaly Detection Allison Del Giorno J. Andrew Bagnell M. Hebert 29 0 0 13 Sep 2017
Unmasking the abnormal events in video Radu Tudor Ionescu Sorina Smeureanu B. Alexe Marius Popescu 76 274 0 23 May 2017
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery T. Schlegl Philipp Seeböck S. Waldstein U. Schmidt-Erfurth Georg Langs MedIm GAN 121 2,238 0 17 Mar 2017
Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection Mahdyar Ravanbakhsh Moin Nabi Hossein Mousavi E. Sangineto N. Sebe 227 198 0 02 Oct 2016