Real-world Anomaly Detection in Surveillance Videos

12 January 2018

Chen Chen

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

41 / 441 papers shown

Title
Learning a distance function with a Siamese network to localize anomalies in videos B. Ramachandra Michael Jeffrey Jones Ranga Raju Vatsavai 14 78 0 24 Jan 2020
The Liar's Walk: Detecting Deception with Gait and Gesture Tanmay Randhavane Uttaran Bhattacharya Kyra Kapsaskis Kurt Gray Aniket Bera Tianyi Zhou CVBM 27 19 0 14 Dec 2019
End-to-End Learning of Visual Representations from Uncurated Instructional Videos Antoine Miech Jean-Baptiste Alayrac Lucas Smaira Ivan Laptev Josef Sivic Andrew Zisserman VGen SSL 42 702 0 13 Dec 2019
Detection of Collision-Prone Vehicle Behavior at Intersections using Siamese Interaction LSTM Debaditya Roy Tetsuhiro Ishizaka C. K. Mohan A. Fukuda 33 93 0 10 Dec 2019
A Weak Supervision Approach to Detecting Visual Anomalies for Automated Testing of Graphics Units Adi Szeskin Lev Faivishevsky Ashwin K Muppalla Amitai Armon Tom Hope 14 0 0 09 Dec 2019
Regression with Uncertainty Quantification in Large Scale Complex Data Nicholas Wilkins Michael Johnson Ifeoma Nwogu UQCV BDL 13 0 0 04 Dec 2019
Heuristic Black-box Adversarial Attacks on Video Recognition Models Zhipeng Wei Jingjing Chen Xingxing Wei Linxi Jiang Tat-Seng Chua Fengfeng Zhou Yueping Jiang AAML 14 67 0 21 Nov 2019
RWF-2000: An Open Large Scale Video Database for Violence Detection Ming Cheng Kunjing Cai Ming Li 21 139 0 14 Nov 2019
Human Action Recognition in Drone Videos using a Few Aerial Training Examples Waqas Sultani M. Shah 27 46 0 22 Oct 2019
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 11 20 0 12 Sep 2019
Explainable Deep Learning for Video Recognition Tasks: A Framework & Recommendations Liam Hiley Alun D. Preece Y. Hicks XAI 19 15 0 07 Sep 2019
Anomaly Detection in Video Sequence with Appearance-Motion Correspondence Trong-Nguyen Nguyen J. Meunier 19 342 0 17 Aug 2019
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection Jue Wang A. Cherian CML 27 108 0 16 Aug 2019
Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection Royston Rodrigues Neha Bhargava R. Velmurugan S. Chaudhuri 17 82 0 12 Aug 2019
Motion-Aware Feature for Improved Video Anomaly Detection Yi Zhu Shawn D. Newsam 22 155 0 24 Jul 2019
Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks V. Kosaraju Amir Sadeghian Roberto Martín-Martín Ian Reid S. Hamid Rezatofighi Silvio Savarese 22 593 0 04 Jul 2019
Loss Switching Fusion with Similarity Search for Video Classification Lei Wang D. Huynh M. Mansour 9 22 0 27 Jun 2019
Unsupervised Learning of Anomaly Detection from Contaminated Image Data using Simultaneous Encoder Training Amanda Berg Jörgen Ahlberg M. Felsberg 25 28 0 27 May 2019
Online Multivariate Anomaly Detection and Localization for High-dimensional Settings Mahsa Mozaffari Y. Yilmaz 16 14 0 17 May 2019
DADA-2000: Can Driving Accident be Predicted by Driver Attention? Analyzed by A Benchmark Jianwu Fang Dingxin Yan Jiahuan Qiao Jianru Xue He Wang Sen Li 19 56 0 23 Apr 2019
Unsupervised Synthesis of Anomalies in Videos: Transforming the Normal A. Joshi Vinay P. Namboodiri AI4TS 17 5 0 14 Apr 2019
Scalable Change Retrieval Using Deep 3D Neural Codes Kojima Yusuke Tanaka Kanji Naiming Yang Yuji Hirota 16 0 0 07 Apr 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 24 396 0 18 Mar 2019
Unsupervised Traffic Accident Detection in First-Person Videos Yu Yao Mingze Xu Yuchen Wang David J. Crandall E. Atkins 30 137 0 02 Mar 2019
Simultaneous Detection of Loop-Closures and Changed Objects Kanji Tanaka Yamaguchi Kousuke Takuma Sugimoto 17 0 0 26 Feb 2019
Street Scene: A new dataset and evaluation protocol for video anomaly detection B. Ramachandra Michael J. Jones 23 146 0 15 Feb 2019
When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural Networks Chao-Han Huck Yang Yi-Chieh Liu Pin-Yu Chen Xiaoli Ma Y. Tsai BDL AAML CML 27 21 0 09 Feb 2019
Anomaly Locality in Video Surveillance Federico Landi Cees G. M. Snoek Rita Cucchiara 11 54 0 29 Jan 2019
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey Santhosh Kelathodi Kumaran D. P. Dogra P. Roy 11 134 0 24 Jan 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 41 1,479 0 10 Jan 2019
Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near Accident Detection in Traffic Video Xiaohui Huang Pan He Anand Rangarajan Sanjay Ranka 24 54 0 04 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 17 323 0 11 Dec 2018
Traffic Danger Recognition With Surveillance Cameras Without Training Data Lijun Yu Dawei Zhang Xiangqun Chen Alexander G. Hauptmann 25 22 0 29 Nov 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction Longlong Jing Xiaodong Yang Jingen Liu Yingli Tian 29 154 0 28 Nov 2018
Are pre-trained CNNs good feature extractors for anomaly detection in surveillance videos? T. S. Nazaré R. Mello M. Ponti 16 45 0 20 Nov 2018
Temporal Recurrent Networks for Online Action Detection Mingze Xu M. Gao Yi-Ting Chen L. Davis David J. Crandall OffRL 31 162 0 18 Nov 2018
Sequential Subspace Change-Point Detection Liyan Xie Yao Xie G. Moustakides 21 30 0 09 Nov 2018
Informed Democracy: Voting-based Novelty Detection for Action Recognition Alina Roitberg Ziad Al-Halah Rainer Stiefelhagen 28 30 0 30 Oct 2018
CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis Ankit Parag Shah Jean-Baptiste Lamare Tuan Nguyen-Anh Alexander G. Hauptmann 21 101 0 16 Sep 2018
Adversarial Perturbations Against Real-Time Video Classification Systems Shasha Li Ajaya Neupane S. Paul Chengyu Song S. Krishnamurthy A. Roy-Chowdhury A. Swami AAML 29 118 0 02 Jul 2018
Group Anomaly Detection using Deep Generative Models Raghavendra Chalapathy E. Toth Sanjay Chawla 11 58 0 13 Apr 2018