STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection

23 April 2018

Papers citing "STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection"

29 / 29 papers shown

Title
Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection Andi Xu Hongsong Wang Pinle Ding Jie Gui DiffM VGen 211 2 0 23 Dec 2024
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection Jakub Micorek Horst Possegger Dominik Narnhofer Horst Bischof Mateusz Koziñski 103 11 0 21 Mar 2024
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach Ayush K. Rai Tarun Krishna Feiyan Hu Alexandru Drimbarean Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 105 3 0 27 Nov 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies Marcella Astrid M. Zaheer Seung-Ik Lee 85 19 0 19 Mar 2023
LGN-Net: Local-Global Normality Network for Video Anomaly Detection Mengyang Zhao Xinhua Zeng Yang Liu Jing Liu Di Li Xinhua Zeng Chengxin Pang 83 12 0 14 Nov 2022
Exploiting Spatial-temporal Correlations for Video Anomaly Detection Mengyang Zhao Yang Liu Jing Li Xinhua Zeng 76 15 0 02 Nov 2022
Augment to Detect Anomalies with Continuous Labelling Vahid Reza Khazaie A. Wong Y. Mohsenzadeh 129 1 0 03 Jul 2022
Anomaly Detection with Adversarially Learned Perturbations of Latent Space Vahid Reza Khazaie A. Wong John Taylor Jewell Y. Mohsenzadeh AAML 123 4 0 03 Jul 2022
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies M. Zaheer Jin-ha Lee Arif Mahmood Marcella Astrid Seung-Ik Lee AAML 75 17 0 25 Mar 2022
RandomSEMO: Normality Learning Of Moving Objects For Video Anomaly Detection Chaewon Park Minhyeok Lee Myeongah Cho Sangyoun Lee 33 0 0 13 Feb 2022
A Hierarchical Spatio-Temporal Graph Convolutional Neural Network for Anomaly Detection in Videos Xianling Zeng Yalong Jiang Wenrui Ding Hongguang Li Yafeng Hao Zifeng Qiu 79 58 0 08 Dec 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 128 196 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 104 97 0 16 Nov 2021
Learning Not to Reconstruct Anomalies Marcella Astrid M. Zaheer Jae-Yeong Lee Seung-Ik Lee 86 47 0 19 Oct 2021
FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation Chaewon Park Myeongah Cho Minhyeok Lee Sangyoun Lee 73 31 0 16 Jun 2021
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection John Taylor Jewell Vahid Reza Khazaie Y. Mohsenzadeh 56 28 0 27 Mar 2021
Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies M. PourReza Mohammadreza Salehi Mohammad Sabokrou 135 13 0 18 Mar 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 108 258 0 15 Nov 2020
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features Myeongah Cho Taeoh Kim Woojin Kim Suhwan Cho Sangyoun Lee 98 95 0 15 Oct 2020
Video Anomaly Detection Using Pre-Trained Deep Convolutional Neural Nets and Context Mining Chongke Wu Sicong Shao Cihan Tunc Salim Hariri 29 19 0 06 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 131 162 0 27 Aug 2020
Master-Auxiliary: an efficient aggregation strategy for video anomaly detection Zhiguo Wang Yujin Zhang Guijin Wang 82 4 0 24 May 2020
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm M. Zaheer Jin-ha Lee Marcella Astrid Seung-Ik Lee AAML 113 222 0 16 Apr 2020
A Promotion Method for Generation Error Based Video Anomaly Detection Zhiguo Wang Zhongliang Yang Yujin Zhang 143 16 0 19 Nov 2019
What goes around comes around: Cycle-Consistency-based Short-Term Motion Prediction for Anomaly Detection using Generative Adversarial Networks T. Golda Nils Murzyn Chengchao Qu K. Kroschel 22 3 0 08 Aug 2019
Generative Guiding Block: Synthesizing Realistic Looking Variants Capable of Even Large Change Demands Minho Park Hak Gu Kim Yong Man Ro 31 3 0 02 Jul 2019
Spatio-Temporal Adversarial Learning for Detecting Unseen Falls Shehroz S. Khan Jacob Nogas Alex Mihailidis 38 22 0 19 May 2019
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey Santhosh Kelathodi Kumaran D. P. Dogra P. Roy 83 138 0 24 Jan 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 187 1,500 0 10 Jan 2019