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
Domain Invariant Siamese Attention Mask for Small Object Change Detection via Everyday Indoor Robot Navigation Koji Takeda Kanji Tanaka Yoshimasa Nakamura 3DPC 25 3 0 29 Mar 2022
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities Fadime Sener Dibyadip Chatterjee Daniel Shelepov Kun He Dipika Singhania Robert Y. Wang Angela Yao VGen 33 205 0 28 Mar 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection Choubo Ding Guansong Pang Chunhua Shen OOD 24 112 0 28 Mar 2022
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies M. Zaheer Jin-ha Lee Arif Mahmood Marcella Astrid Seung-Ik Lee AAML 17 16 0 25 Mar 2022
Learning to Adapt to Unseen Abnormal Activities under Weak Supervision Jaeyoo Park Junha Kim Bohyung Han OffRL 23 5 0 25 Mar 2022
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection Hitesh Sapkota Qi Yu 16 39 0 24 Mar 2022
Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection Yu Tian Guansong Pang Fengbei Liu Yuyuan Liu Chong Wang Yuanhong Chen Johan W. Verjans G. Carneiro ViT MedIm 40 25 0 23 Mar 2022
AnoViT: Unsupervised Anomaly Detection and Localization with Vision Transformer-based Encoder-Decoder Yunseung Lee Pilsung Kang ViT 32 74 0 21 Mar 2022
RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression Jung-Woo Chang Mojan Javaheripi Seira Hidano F. Koushanfar 34 8 0 18 Mar 2022
Object Localization under Single Coarse Point Supervision Xuehui Yu Pengfei Chen Di Wu Najmul Hassan Guorong Li Junchi Yan Humphrey Shi QiXiang Ye Zhenjun Han 3DPC 18 24 0 17 Mar 2022
ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation Khoa T. Vo Kashu Yamazaki Sang Truong M. Tran Akihiro Sugimoto Ngan Le EgoV 27 9 0 16 Mar 2022
Generative Cooperative Learning for Unsupervised Video Anomaly Detection M. Zaheer Arif Mahmood M. H. Khan Mattia Segu Feng Yu Seung-Ik Lee AI4TS 27 130 0 08 Mar 2022
Visual anomaly detection in video by variational autoencoder Faraz Waseem Rafael Perez Martinez Chris Wu DRL 14 6 0 08 Mar 2022
Object-centric and memory-guided normality reconstruction for video anomaly detection K. Bergaoui Yassine Naji Aleksandr Setkov Angélique Loesch M. Gouiffès Romaric Audigier 20 6 0 07 Mar 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review Abolfazl Razi Xiwen Chen Huayu Li Hao Wang Brendan J. Russo Yan Chen Hongbin Yu 33 40 0 07 Mar 2022
Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance Ryusei Sugano R. Shinkuma Takayuki Nishio Sohei Itahara N. Mandayam 14 2 0 06 Mar 2022
A Novel Dual Dense Connection Network for Video Super-resolution Guofang Li Yonggui Zhu SupR 30 0 0 05 Mar 2022
Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection Yufei Liang Jiangning Zhang Shiwei Zhao Ru-Chwen Wu Yong-Jin Liu Shuwen Pan 123 116 0 01 Mar 2022
Towards Effective and Robust Neural Trojan Defenses via Input Filtering Kien Do Haripriya Harikumar Hung Le D. Nguyen T. Tran Santu Rana Dang Nguyen Willy Susilo Svetha Venkatesh AAML 18 13 0 24 Feb 2022
Adaptive Graph Convolutional Networks for Weakly Supervised Anomaly Detection in Videos Congqi Cao Xin Zhang Shizhou Zhang Peng Wang Yanning Zhang AI4TS 25 22 0 14 Feb 2022
Latent Vector Expansion using Autoencoder for Anomaly Detection U. Gim Yeonghyeon Park DRL 13 0 0 05 Jan 2022
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification L. D. Pham Dat Ngo Phu X. Nguyen Hoang Van Truong Alexander Schindler 26 9 0 16 Dec 2021
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization Paul Bergmann Xin Jin David Sattlegger C. Steger 14 142 0 16 Dec 2021
Approaches Toward Physical and General Video Anomaly Detection Laura Kart Niv Cohen 45 0 0 14 Dec 2021
Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning Guangyu Sun Zhangpu Liu Lianggong Wen Jing Shi Chenliang Xu 25 3 0 12 Dec 2021
Multimedia Datasets for Anomaly Detection: A Review Pratibha Kumari Anterpreet Kaur Bedi Mukesh Saini 38 9 0 10 Dec 2021
Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images Qinghao Ye Yuan Gao Weiping Ding Z. Niu Chengjia Wang ... Minhao Wang E. Fang Wade Menpes-Smith Jun Xia Guang Yang OOD 31 33 0 09 Dec 2021
Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection Jiaqi Tang Zhaoyang Liu Chao Qian Wayne Wu Limin Wang 17 17 0 09 Dec 2021
Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection Shoubin Yu Zhong-Hua Zhao Haoshu Fang Andong Deng Haisheng Su Dongliang Wang Weihao Gan Cewu Lu Wei Wu 30 18 0 07 Dec 2021
SLA $^2$ P: Self-supervised Anomaly Detection with Adversarial Perturbation Yizhou Wang Can Qin Rongzhe Wei Yi Tian Xu Yue Bai Y. Fu AAML 28 5 0 25 Nov 2021
Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks Loic Jezequel Ngoc-Son Vu Jean Beaudet A. Histace 32 19 0 24 Nov 2021
Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes Yu Tian Yuyuan Liu Guansong Pang Fengbei Liu Yuanhong Chen G. Carneiro 26 84 0 24 Nov 2021
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 27 191 0 17 Nov 2021
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection Andra Acsintoae Andrei Florescu Mariana-Iuliana Georgescu Tudor Mare Paul Sumedrea Radu Tudor Ionescu Fahad Shahbaz Khan M. Shah AI4TS 33 86 0 16 Nov 2021
Fight Detection from Still Images in the Wild Seymanur Akti Ferda Ofli Muhammad Imran H. K. Ekenel 15 12 0 16 Nov 2021
Learnable Locality-Sensitive Hashing for Video Anomaly Detection Yue Lu Congqi Cao Yanning Zhang 31 23 0 15 Nov 2021
A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods M. Baradaran R. Bergevin 24 16 0 02 Nov 2021
Audio-visual Representation Learning for Anomaly Events Detection in Crowds Junyuan Gao Maoguo Gong Xuelong Li 21 21 0 28 Oct 2021
Anomaly-Injected Deep Support Vector Data Description for Text Outlier Detection Zeyu You Yichu Zhou Tao Yang Wei Fan 8 0 0 27 Oct 2021
Cross-Region Building Counting in Satellite Imagery using Counting Consistency Muaaz Zakria H. Rawal Waqas Sultani Mohsen Ali 6 4 0 26 Oct 2021
Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection Marcella Astrid M. Zaheer Seung-Ik Lee AI4TS 27 45 0 19 Oct 2021
Learning Not to Reconstruct Anomalies Marcella Astrid M. Zaheer Jae-Yeong Lee Seung-Ik Lee 15 46 0 19 Oct 2021
Focus Your Distribution: Coarse-to-Fine Non-Contrastive Learning for Anomaly Detection and Localization Ye Zheng Xiang Wang Rui Deng Tianpeng Bao Rui Zhao Liwei Wu OOD 27 62 0 09 Oct 2021
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 52 60 0 30 Sep 2021
Unpaired Deep Image Deraining Using Dual Contrastive Learning Xiang Chen Jin-shan Pan Kui Jiang Yufeng Li Yufeng Huang Caihua Kong Longgang Dai Zhe-Cheng Fan SSL 11 134 0 07 Sep 2021
TIMo -- A Dataset for Indoor Building Monitoring with a Time-of-Flight Camera Pascal Schneider Yuriy Anisimov Raisul Islam B. Mirbach J. Rambach Frédéric Grandidier D. Stricker MDE 13 10 0 27 Aug 2021
Normal Learning in Videos with Attention Prototype Network Chao Hu Fan Wu Weijie Wu Weibin Qiu Shengxin Lai 22 1 0 25 Aug 2021
Zoom, Enhance! Measuring Surveillance GAN Up-sampling Jake Sparkman Abdalla Al-Ayrot Utkarsh Contractor 8 0 0 20 Aug 2021
Weakly-supervised Joint Anomaly Detection and Classification Snehashis Majhi Srijan Das F. Brémond Ratnakar Dash Pankaj K. Sa 19 20 0 20 Aug 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Zhian Liu Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 36 227 0 16 Aug 2021