Future Frame Prediction for Anomaly Detection -- A New Baseline

28 December 2017

Papers citing "Future Frame Prediction for Anomaly Detection -- A New Baseline"

39 / 139 papers shown

Title
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 30 227 0 16 Aug 2021
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos Kayleigh Boekhoudt Alina Matei Maya Aghaei Estefanía Talavera 13 16 0 31 Jul 2021
Rank-based verification for long-term face tracking in crowded scenes Germán Barquero Isabelle Hupont Carles Fernández Tena VOT CVBM 29 8 0 28 Jul 2021
Learning with Multiclass AUC: Theory and Algorithms Zhiyong Yang Qianqian Xu Shilong Bao Xiaochun Cao Qingming Huang 36 67 0 28 Jul 2021
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals Yu-xin Zhang Yiqiang Chen Jindong Wang Zhiwen Pan AI4TS 21 189 0 27 Jul 2021
Predicting Next Local Appearance for Video Anomaly Detection Pankaj Raj Roy Guillaume-Alexandre Bilodeau Lama Seoud 35 2 0 10 Jun 2021
Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation Jin-Hwa Kim Do-Hyeong Kim Saehoon Yi Taehoon Lee 24 53 0 31 May 2021
An Efficient Approach for Anomaly Detection in Traffic Videos Keval Doshi Yasin Yılmaz 22 14 0 20 Apr 2021
MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection Jianfeng Feng Fa-Ting Hong Weishi Zheng 30 240 0 04 Apr 2021
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection John Taylor Jewell Vahid Reza Khazaie Y. Mohsenzadeh 19 27 0 27 Mar 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 35 18 0 21 Mar 2021
Learning to Anticipate Egocentric Actions by Imagination Yu Wu Linchao Zhu Xiaohan Wang Yi Yang Fei Wu EgoV 85 69 0 13 Jan 2021
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation Haowen Deng Mai Bui Nassir Navab Leonidas J. Guibas Slobodan Ilic Tolga Birdal 3DH 28 58 0 20 Dec 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
CGAP2: Context and gap aware predictive pose framework for early detection of gestures Nishant Bhattacharya Suresh Sundaram 16 0 0 18 Nov 2020
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation Aditya Sreekar Ujjwal Tiwari A. Namboodiri DRL 26 4 0 17 Nov 2020
Multi-Modal Hybrid Architecture for Pedestrian Action Prediction Amir Rasouli Tiffany Yau Mohsen Rohani Jun Luo 31 43 0 16 Nov 2020
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning Mariana-Iuliana Georgescu Antonio Bărbălău Radu Tudor Ionescu F. Khan Marius Popescu M. Shah SSL 36 254 0 15 Nov 2020
Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video Bo Li Sam Leroux Pieter Simoens 19 33 0 10 Nov 2020
Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction Xinyu Wang Zhengping Che Bo Jiang Ning Xiao Ke Yang Jian-Bo Tang Jieping Ye Jingyu Wang Q. Qi 19 136 0 05 Nov 2020
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate Keval Doshi Y. Yilmaz 23 92 0 10 Oct 2020
Master-Auxiliary: an efficient aggregation strategy for video anomaly detection Zhiguo Wang Yujin Zhang Guijin Wang 20 4 0 24 May 2020
Visual Memorability for Robotic Interestingness via Unsupervised Online Learning Chen Wang Wenshan Wang Yuheng Qiu Yafei Hu Sebastian Scherer OffRL HAI 17 21 0 18 May 2020
What comprises a good talking-head video generation?: A Survey and Benchmark Lele Chen Guofeng Cui Ziyi Kou Haitian Zheng Chenliang Xu EGVM 18 58 0 07 May 2020
Motion and Region Aware Adversarial Learning for Fall Detection with Thermal Imaging V. Mehta Abhinav Dhall Sujata Pal Shehroz S. Khan 17 22 0 17 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
Towards Anomaly Detection in Dashcam Videos S. Haresh Sateesh Kumar M. Zia Quoc-Huy Tran 19 30 0 11 Apr 2020
Learning a distance function with a Siamese network to localize anomalies in videos B. Ramachandra Michael Jeffrey Jones Ranga Raju Vatsavai 6 78 0 24 Jan 2020
Graph Embedded Pose Clustering for Anomaly Detection Amir Markovitz Gilad Sharir Itamar Friedman Lihi Zelnik-Manor S. Avidan 3DH 24 165 0 26 Dec 2019
Looking Ahead: Anticipating Pedestrians Crossing with Future Frames Prediction Mohamed Chaabane A. Trabelsi Nathaniel Blanchard Ross Beveridge 15 55 0 20 Oct 2019
Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection Royston Rodrigues Neha Bhargava R. Velmurugan S. Chaudhuri 17 82 0 12 Aug 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 15 3 0 08 Aug 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction Osama Makansi Eddy Ilg Özgün Çiçek Thomas Brox 27 192 0 09 Jun 2019
Spatio-Temporal Adversarial Learning for Detecting Unseen Falls Shehroz S. Khan Jacob Nogas Alex Mihailidis 22 22 0 19 May 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
Latent Space Autoregression for Novelty Detection Davide Abati Angelo Porrello Simone Calderara Rita Cucchiara 16 432 0 04 Jul 2018
AVID: Adversarial Visual Irregularity Detection Mohammad Sabokrou M. PourReza Mohsen Fayyaz R. Entezari M. Fathy Jürgen Gall Ehsan Adeli GAN 16 90 0 24 May 2018
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 114 227 0 26 Sep 2017
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,904 0 13 Jun 2015