Real-world Anomaly Detection in Surveillance Videos

12 January 2018

Chen Chen

Papers citing "Real-world Anomaly Detection in Surveillance Videos"

50 / 441 papers shown

Title
Annotation-Efficient Untrimmed Video Action Recognition Yixiong Zou Shanghang Zhang Guangyao Chen Yonghong Tian Kurt Keutzer J. M. F. Moura 11 5 0 30 Nov 2020
CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection M. Zaheer Arif Mahmood Marcella Astrid Seung-Ik Lee 15 133 0 24 Nov 2020
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data A. Mohammed I. Farup Marius Pedersen Sule YAYILGAN YILDIRIM Ø. Hovde 34 18 0 22 Nov 2020
Consistency-Aware Graph Network for Human Interaction Understanding Zhenhua Wang Jiajun Meng Dongyan Guo Jianhua Zhang Javen Qinfeng Shi Shengyong Chen GNN 9 3 0 20 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 36 255 0 15 Nov 2020
Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction Xueliang Wang Zhengping Che Bo Jiang Ning Xiao Ke Yang Jian-Bo Tang Jieping Ye Jingyu Wang Q. Qi 25 136 0 05 Nov 2020
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining Kohei Yamamichi Xianhua Han 33 3 0 19 Oct 2020
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features Myeongah Cho Taeoh Kim Woojin Kim Suhwan Cho Sangyoun Lee 14 90 0 15 Oct 2020
Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter Pulkit Sharma Shezan Rohinton Mirzan Apurva Bhandari Anish Pimpley Abhiram Eswaran Soundar Srinivasan Liqun Shao FAtt 14 9 0 13 Oct 2020
Detecting Anomalies from Video-Sequences: a Novel Descriptor G. Orrú Davide Ghiani Maura Pintor G. L. Marcialis Fabio Roli 8 7 0 13 Oct 2020
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate Keval Doshi Y. Yilmaz 29 92 0 10 Oct 2020
Deep Anomaly Detection by Residual Adaptation Lucas Deecke Lukas Ruff Robert A. Vandermeulen Hakan Bilen UQCV 28 4 0 05 Oct 2020
A Survey on Deep Learning Techniques for Video Anomaly Detection Jessie James P. Suarez P. Naval AI4TS 11 32 0 29 Sep 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 17 156 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 14 81 0 27 Aug 2020
Localizing Anomalies from Weakly-Labeled Videos Hui Lv Chuanwei Zhou Chunyan Xu Zhen Cui Jian Yang 18 111 0 20 Aug 2020
Detecting Suspicious Behavior: How to Deal with Visual Similarity through Neural Networks Guillermo A. Martínez-Mascorro J. C. Ortíz-Bayliss Hugo Terashima-Marín 12 0 0 30 Jul 2020
MINI-Net: Multiple Instance Ranking Network for Video Highlight Detection Fa-Ting Hong Xuanteng Huang Weihong Li Weishi Zheng 10 61 0 20 Jul 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 20 300 0 09 Jul 2020
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 18 896 0 06 Jul 2020
Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding Ammar Mansoor Kamoona A. Gostar A. Bab-Hadiashar R. Hoseinnezhad 27 51 0 03 Jul 2020
Low-light Environment Neural Surveillance Michael Potter Henry Gridley Noah Lichtenstein Kevin Hines John Nguyen Jacob Walsh 11 3 0 02 Jul 2020
A Real-time Action Representation with Temporal Encoding and Deep Compression Kun Liu Wu Liu Huadong Ma Mingkui Tan Chuang Gan 18 35 0 17 Jun 2020
Self-Supervised Representation Learning for Visual Anomaly Detection Rabia Ali Muhammad Umar Karim Khan C. Kyung SSL 9 17 0 17 Jun 2020
Plug-and-Play Anomaly Detection with Expectation Maximization Filtering Muhammad Umar Karim Khan Mishal Fatima C. Kyung 9 0 0 16 Jun 2020
Anomaly Detection Based on Deep Learning Using Video for Prevention of Industrial Accidents S. Hashimoto Yonghoon Ji K. Kudo Takayuki Takahashi K. Umeda 6 2 0 28 May 2020
Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events Weiyao Lin Huabin Liu Shizhan Liu Yuxi Li Rui Qian Tao Wang Ning Xu H. Xiong Guojun Qi N. Sebe 28 14 0 09 May 2020
Suspicious Behavior Detection on Shoplifting Cases for Crime Prevention by Using 3D Convolutional Neural Networks Guillermo A. Martínez-Mascorro J. R. Abreu-Pederzini J. C. Ortíz-Bayliss Hugo Terashima-Marín 18 15 0 30 Apr 2020
RAIN: A Simple Approach for Robust and Accurate Image Classification Networks Jiawei Du Hanshu Yan Vincent Y. F. Tan Qiufeng Wang Rick Siow Mong Goh Jiashi Feng AAML 9 0 0 24 Apr 2020
Conditional Variational Image Deraining Yingjun Du Jun Xu Xiantong Zhen Ming-Ming Cheng Ling Shao 23 77 0 23 Apr 2020
Action recognition in real-world videos Waqas Sultani Qazi Ammar Arshad Chen Chen 26 2 0 22 Apr 2020
Knowledge Distillation for Action Anticipation via Label Smoothing Guglielmo Camporese Pasquale Coscia Antonino Furnari G. Farinella Lamberto Ballan EgoV 40 36 0 16 Apr 2020
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm M. Zaheer Jin-ha Lee Marcella Astrid Seung-Ik Lee AAML 27 221 0 16 Apr 2020
Continual Learning for Anomaly Detection in Surveillance Videos Keval Doshi Y. Yilmaz 27 108 0 15 Apr 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 20 174 0 13 Apr 2020
Enabling Incremental Knowledge Transfer for Object Detection at the Edge Mohammad Farhadi Bajestani Mehdi Ghasemi S. Vrudhula Yezhou Yang 16 14 0 13 Apr 2020
Towards Anomaly Detection in Dashcam Videos S. Haresh Sateesh Kumar M. Zia Quoc-Huy Tran 27 30 0 11 Apr 2020
When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos Yu Yao Xizi Wang Mingze Xu Zelin Pu E. Atkins David J. Crandall 24 44 0 06 Apr 2020
Any-Shot Sequential Anomaly Detection in Surveillance Videos Keval Doshi Y. Yilmaz 21 73 0 05 Apr 2020
Video Anomaly Detection for Smart Surveillance Sijie Zhu Chong Chen Waqas Sultani 22 34 0 01 Apr 2020
Predictively Encoded Graph Convolutional Network for Noise-Robust Skeleton-based Action Recognition Jongmin Yu Yongsang Yoon M. Jeon 35 44 0 17 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 9 209 0 15 Mar 2020
Collaborative Motion Prediction via Neural Motion Message Passing Yue Hu Siheng Chen Ya Zhang Xiao Gu 27 103 0 14 Mar 2020
Fast Distance-based Anomaly Detection in Images Using an Inception-like Autoencoder Natasa Sarafijanovic-Djukic Jesse Davis 24 24 0 12 Mar 2020
ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection Mohammadreza Salehi Atrin Arya Barbod Pajoum Mohammad Otoofi Amirreza Shaeiri M. Rohban Hamid R. Rabiee AAML 29 62 0 12 Mar 2020
Correlation-aware Deep Generative Model for Unsupervised Anomaly Detection Haoyi Fan Fengbin Zhang Ruidong Wang Liang Xi Zuoyong Li 11 21 0 18 Feb 2020
Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks Roi Pony I. Naeh Shie Mannor AAML 18 51 0 12 Feb 2020
Vision-based Fight Detection from Surveillance Cameras Seymanur Akti G. A. Tataroglu H. K. Ekenel 27 77 0 11 Feb 2020
3D ResNet with Ranking Loss Function for Abnormal Activity Detection in Videos Shikha Dubey Abhijeet Boragule M. Jeon 26 29 0 04 Feb 2020
Training-free Monocular 3D Event Detection System for Traffic Surveillance Lijun Yu Peng Chen Wenhe Liu Guoliang Kang Alexander G. Hauptmann 19 11 0 01 Feb 2020