Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder

29 May 2018

Papers citing "Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder"

27 / 27 papers shown

Title
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 42 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 13 0 07 Feb 2024
Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data María Teresa García-Ordás J. Benítez-Andrades Isaías García-Rodríguez Carmen Benavides H. Alaiz-Moretón DRL 14 86 0 03 Feb 2024
Human-centric Behavior Description in Videos: New Benchmark and Model Lingru Zhou Yi-Meng Gao Manqing Zhang Peng Wu Peng Wang Yanning Zhang 38 1 0 04 Oct 2023
Beyond the Benchmark: Detecting Diverse Anomalies in Videos Yoav Arad Michael Werman 16 2 0 03 Oct 2023
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 11 2 0 27 Jul 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu Fahad Shahbaz Khan M. Shah ViT 26 20 0 21 Jun 2023
Configurable Spatial-Temporal Hierarchical Analysis for Flexible Video Anomaly Detection Kai Cheng Xinhua Zeng Yang Liu Tianyu Wang Chengxin Pang Jing Teng Zhaoyang Xia Jing Liu 26 1 0 12 May 2023
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection Congqi Cao Yue Lu Yanning Zhang 59 21 0 07 Sep 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 24 77 0 20 Jul 2022
StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder S. Chatterjee Alessandro Sciarra M. Dünnwald Pavan Tummala Shubham Agrawal Aishwarya Jauhari Aman Kalra S. Oeltze-Jafra Oliver Speck A. Nürnberger DRL 31 16 0 31 Jan 2022
Representing Videos as Discriminative Sub-graphs for Action Recognition Dong Li Zhaofan Qiu Yingwei Pan Ting Yao Houqiang Li Tao Mei 42 25 0 11 Jan 2022
Automated Antenna Testing Using Encoder-Decoder-based Anomaly Detection H. Hsu Jiawen Xu Ravi Sama Matthias Kovatsch 9 0 0 27 Nov 2021
Learnable Locality-Sensitive Hashing for Video Anomaly Detection Yue Lu Congqi Cao Yanning Zhang 28 23 0 15 Nov 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
FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation Chaewon Park Myeongah Cho Minhyeok Lee Sangyoun Lee 21 30 0 16 Jun 2021
Kanerva++: extending The Kanerva Machine with differentiable, locally block allocated latent memory Jason Ramapuram Yan Wu Alexandros Kalousis 4 4 0 20 Feb 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
Anomaly Detection based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation Adín Ramirez Rivera A. Khan I. E. I. Bekkouch T. S. Sheikh 21 38 0 10 Oct 2020
A Survey on Deep Learning Techniques for Video Anomaly Detection Jessie James P. Suarez P. Naval AI4TS 9 31 0 29 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Novelty Detection Through Model-Based Characterization of Neural Networks Gukyeong Kwon Mohit Prabhushankar Dogancan Temel Ghassan AlRegib 14 23 0 13 Aug 2020
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders M. Prakash Alexander Krull Florian Jug DiffM 18 20 0 10 Jun 2020
Master-Auxiliary: an efficient aggregation strategy for video anomaly detection Zhiguo Wang Yujin Zhang Guijin Wang 26 4 0 24 May 2020
A Promotion Method for Generation Error Based Video Anomaly Detection Zhiguo Wang Zhongliang Yang Yujin Zhang 24 16 0 19 Nov 2019
Distorted Representation Space Characterization Through Backpropagated Gradients Gukyeong Kwon Mohit Prabhushankar Dogancan Temel G. Al-Regib 6 19 0 27 Aug 2019