Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks

1 December 2016

Papers citing "Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks"

50 / 53 papers shown

Title
Privacy-Preserving Video Anomaly Detection: A Survey Jing Liu Yang Liu Xiaoguang Zhu 97 2 0 21 Nov 2024
Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network Sareh Nejad Anwar Haque 21 1 0 13 Nov 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 50 6 0 09 Sep 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
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 24 14 0 07 Feb 2024
Future Video Prediction from a Single Frame for Video Anomaly Detection M. Baradaran R. Bergevin 27 3 0 15 Aug 2023
Prior Based Online Lane Graph Extraction from Single Onboard Camera Image Y. Can Alexander Liniger D. Paudel Luc Van Gool 31 2 0 25 Jul 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 37 32 0 26 Jun 2023
Anomaly Detection in Satellite Videos using Diffusion Models Akash Awasthi S. Ly Jaer Nizam Samira Zare Videet Mehta Safwan Ahmed K. Shah R. Nemani S. Prasad Hien Nguyen 27 6 0 25 May 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Yang Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 41 82 0 10 Feb 2023
Multi-Task Learning based Video Anomaly Detection with Attention M. Baradaran R. Bergevin 32 3 0 14 Oct 2022
Real-time Action Recognition for Fine-Grained Actions and The Hand Wash Dataset Akash Nagaraj Mukund Sood Chetna Sureka Gowri Srinivasa 19 0 0 13 Oct 2022
Anomaly Detection in Aerial Videos with Transformers P. Jin Lichao Mou Guisong Xia Xiao Xiang Zhu ViT AI4TS 27 22 0 25 Sep 2022
Consistency-based Self-supervised Learning for Temporal Anomaly Localization Aniello Panariello Angelo Porrello Simone Calderara Rita Cucchiara AI4TS 21 15 0 10 Aug 2022
LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding Zhi Qi Hong Xie Ye Li Jian Tan Feifei Li John C. S. Lui AI4TS 19 1 0 05 May 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
Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection Yu-xin Zhang Jindong Wang Yiqiang Chen Hanchao Yu Tao Qin AI4TS 33 54 0 03 Jan 2022
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
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
Good Practices and A Strong Baseline for Traffic Anomaly Detection Yuxiang Zhao Wenhao Wu Yue He Yingying Li Xiao Tan Shifeng Chen AI4TS 17 13 0 09 May 2021
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation Aditya Sreekar Ujjwal Tiwari A. Namboodiri DRL 26 4 0 17 Nov 2020
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features Myeongah Cho Taeoh Kim Woojin Kim Suhwan Cho Sangyoun Lee 14 90 0 15 Oct 2020
A Survey on Deep Learning Techniques for Video Anomaly Detection Jessie James P. Suarez P. Naval AI4TS 17 32 0 29 Sep 2020
Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems Nadarasar Bahavan Navaratnarajah Suman Sulhi Cader Ruwinda Ranganayake Damitha Seneviratne ... Yasinha Supun Isuru Wijesiri Suchitha Dehigaspitiya Dumindu Tissera Chamira U. S. Edussooriya 14 7 0 25 Jun 2020
Anomalous Motion Detection on Highway Using Deep Learning Harpreet Singh Emily M. Hand Kostas Alexis 14 10 0 15 Jun 2020
When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos Yu Yao Xizi Wang Mingze Xu Zelin Pu E. Atkins David J. Crandall 29 44 0 06 Apr 2020
Learning Memory-guided Normality for Anomaly Detection Hyunjong Park Jongyoun Noh Bumsub Ham 12 624 0 30 Mar 2020
Multi-Objective Variational Autoencoder: an Application for Smart Infrastructure Maintenance Ali Anaissi S. M. Zandavi DRL 17 8 0 11 Mar 2020
Graph Embedded Pose Clustering for Anomaly Detection Amir Markovitz Gilad Sharir Itamar Friedman Lihi Zelnik-Manor S. Avidan 3DH 27 167 0 26 Dec 2019
EvAn: Neuromorphic Event-based Anomaly Detection Lakshmi Annamalai Anirban Chakraborty Chetan Singh Thakur 22 3 0 21 Nov 2019
A Promotion Method for Generation Error Based Video Anomaly Detection Zhiguo Wang Zhongliang Yang Yujin Zhang 27 16 0 19 Nov 2019
Future Frame Prediction Using Convolutional VRNN for Anomaly Detection Yiwei Lu Mahesh Kumar Krishna Reddy Seyed shahabeddin Nabavi Yang Wang DRL 17 94 0 05 Sep 2019
Inception-inspired LSTM for Next-frame Video Prediction Matin Hosseini Anthony Maida Majid Hosseini Raju N. Gottumukkala 20 18 0 28 Aug 2019
Convolutional Recurrent Reconstructive Network for Spatiotemporal Anomaly Detection in Solder Paste Inspection Yong-Ho Yoo Ue-Hwan Kim Jong-hwan Kim UQCV 18 23 0 22 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
An Encoder-Decoder Based Approach for Anomaly Detection with Application in Additive Manufacturing Baihong Jin Yingshui Tan A. Nettekoven Yuxin Chen Ufuk Topcu Yisong Yue Alberto L. Sangiovanni-Vincentelli UQCV 22 39 0 26 Jul 2019
VizADS-B: Analyzing Sequences of ADS-B Images Using Explainable Convolutional LSTM Encoder-Decoder to Detect Cyber Attacks Sefi Akerman Edan Habler A. Shabtai 19 17 0 19 Jun 2019
Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks Qin Zou Hanwen Jiang Qiyu Dai Yuanhao Yue Long Chen Qian Wang 16 302 0 06 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
Anomaly Locality in Video Surveillance Federico Landi Cees G. M. Snoek Rita Cucchiara 16 54 0 29 Jan 2019
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey Santhosh Kelathodi Kumaran D. P. Dogra P. Roy 21 134 0 24 Jan 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 41 1,479 0 10 Jan 2019
Attentioned Convolutional LSTM InpaintingNetwork for Anomaly Detection in Videos Itamar Ben-Ari Ravid Shwartz-Ziv 16 7 0 26 Nov 2018
Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition Swathikiran Sudhakaran Oswald Lanz EgoV 21 80 0 31 Jul 2018
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 37 1,368 0 17 May 2018
Detection of Unknown Anomalies in Streaming Videos with Generative Energy-based Boltzmann Models H. Vu T. Nguyen Dinh Q. Phung 20 6 0 03 May 2018
STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection Sangmin Lee Hak Gu Kim Yong Man Ro 3DPC GAN 16 83 0 23 Apr 2018
An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos Dilip Ravi Kiran Mathew Thomas Ranjith Parakkal 34 446 0 09 Jan 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 30 1,062 0 28 Dec 2017
Learning to Detect Violent Videos using Convolutional Long Short-Term Memory Swathikiran Sudhakaran Oswald Lanz 21 215 0 19 Sep 2017