Abnormal Event Detection in Videos using Spatiotemporal Autoencoder

6 January 2017

Papers citing "Abnormal Event Detection in Videos using Spatiotemporal Autoencoder"

28 / 28 papers shown

Title
CBIL: Collective Behavior Imitation Learning for Fish from Real Videos Yifan Wu Zhiyang Dou Yuko Ishiwaka Shun Ogawa Yuke Lou Wenping Wang Lingjie Liu Taku Komura 45 3 0 31 Mar 2025
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon Utkarsh Tiwari Snehashis Majhi Michal Balazia François Brémond 23 0 0 10 Aug 2024
Enhancing Anomaly Detection Generalization through Knowledge Exposure: The Dual Effects of Augmentation Mohammad Akhavan Anvari Rojina Kashefi Vahid Reza Khazaie Mohammad Khalooei Mohammad Sabokrou 37 0 0 15 Jun 2024
Visual Episodic Memory-based Exploration J. Vice Natalie Ruiz-Sanchez P. Douglas G. Sukthankar 26 0 0 18 May 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos Rongqin Liang Yuanman Li Yingxin Yi Jiantao Zhou Xia Li 9 2 0 27 Jul 2023
Interruptions detection in video conferences Samuel Horowitz Dima Kagan G. Alpert Michael Fire 17 0 0 25 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Y. Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 28 80 0 10 Feb 2023
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection Chen Zhang Guorong Li Yuankai Qi Shuhui Wang Laiyun Qing Qingming Huang Ming-Hsuan Yang 27 53 0 08 Dec 2022
Anomaly Detection in Aerial Videos with Transformers P. Jin Lichao Mou Guisong Xia Xiao Xiang Zhu ViT AI4TS 17 22 0 25 Sep 2022
An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos Muhammad Monjurul Karim Ruwen Qin Zhaozheng Yin 21 3 0 16 Sep 2022
BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection A. Kanu-Asiegbu Ram Vasudevan Xiaoxiao Du 12 7 0 05 Jul 2022
Augment to Detect Anomalies with Continuous Labelling Vahid Reza Khazaie A. Wong Y. Mohsenzadeh 20 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 23 3 0 03 Jul 2022
Object Class Aware Video Anomaly Detection through Image Translation M. Baradaran R. Bergevin 22 6 0 03 May 2022
Visual anomaly detection in video by variational autoencoder Faraz Waseem Rafael Perez Martinez Chris Wu DRL 14 5 0 08 Mar 2022
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection John Taylor Jewell Vahid Reza Khazaie Y. Mohsenzadeh 9 27 0 27 Mar 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 19 18 0 21 Mar 2021
Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video Bo Li Sam Leroux Pieter Simoens 17 33 0 10 Nov 2020
Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction X. Wang Zhengping Che Bo Jiang Ning Xiao Ke Yang Jian-Bo Tang Jieping Ye Jingyu Wang Q. Qi 17 136 0 05 Nov 2020
Graph Embedded Pose Clustering for Anomaly Detection Amir Markovitz Gilad Sharir Itamar Friedman Lihi Zelnik-Manor S. Avidan 3DH 19 164 0 26 Dec 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 13 396 0 18 Mar 2019
Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE Santhosh Kelathodi Kumaran D. P. Dogra P. Roy Adway Mitra 19 16 0 18 Dec 2018
Real-Time Anomaly Detection With HMOF Feature Huihui Zhu B. Liu Guojun Yin Yan Lu Weihai Li Nenghai Yu 21 9 0 12 Dec 2018
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 25 1,367 0 17 May 2018
Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images Christoph Baur Benedikt Wiestler Shadi Albarqouni Nassir Navab UQCV MedIm 13 440 0 12 Apr 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 16 1,058 0 28 Dec 2017
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 224 7,902 0 13 Jun 2015