A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction

16 August 2021

Papers citing "A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction"

47 / 97 papers shown

Title
Delving into CLIP latent space for Video Anomaly Recognition Luca Zanella Benedetta Liberatori Willi Menapace Fabio Poiesi Yiming Wang Elisa Ricci 25 22 0 04 Oct 2023
Beyond the Benchmark: Detecting Diverse Anomalies in Videos Yoav Arad Michael Werman 16 2 0 03 Oct 2023
Weakly-Supervised Video Anomaly Detection with Snippet Anomalous Attention Yidan Fan Yongxin Yu Wenhuan Lu Yahong Han 25 20 0 28 Sep 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation Tingliang Feng Hong Shi Xueyang Liu Wei Feng Jie Wang Yanlin Zhou Di Lin 19 5 0 28 Sep 2023
Human Kinematics-inspired Skeleton-based Video Anomaly Detection Jian Xiao Tianyuan Liu Genlin Ji 3DH 24 2 0 27 Sep 2023
Divide and Conquer in Video Anomaly Detection: A Comprehensive Review and New Approach Jian Xiao Tianyuan Liu G. Ji 21 6 0 26 Sep 2023
Reasonable Anomaly Detection in Long Sequences Yalong Jiang Changkang Li AI4TS 40 0 0 06 Sep 2023
Prior Knowledge Guided Network for Video Anomaly Detection Zhewen Deng Dongyue Chen Shizhuo Deng 16 0 0 04 Sep 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
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 29 32 0 26 Jun 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu F. Khan M. Shah ViT 26 20 0 21 Jun 2023
A New Comprehensive Benchmark for Semi-supervised Video Anomaly Detection and Anticipation Congqi Cao Yue Lu Peng Wang Yanning Zhang 60 34 0 23 May 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 39 46 0 23 Mar 2023
Multi-level Memory-augmented Appearance-Motion Correspondence Framework for Video Anomaly Detection Xiangyu Huang Caidan Zhao Jinghui Yu Chenxing Gao Zhiqiang Wu 31 4 0 09 Mar 2023
Diversity-Measurable Anomaly Detection Wenrui Liu Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 32 56 0 09 Mar 2023
Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism Jiaqi Gao Xinyang Jiang Yuqing Yang Dongsheng Li Lili Qiu 16 5 0 27 Feb 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng Li Octavia Camps Yun Fu 29 5 0 13 Feb 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection Hang Zhou Junqing Yu Wei Yang 22 64 0 10 Feb 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 30 80 0 10 Feb 2023
EVAL: Explainable Video Anomaly Localization Vasu Singla Michael J. Jones Erik Learned-Miller 18 24 0 15 Dec 2022
Cross-Domain Video Anomaly Detection without Target Domain Adaptation Abhishek Aich Kuan-Chuan Peng A. Roy-Chowdhury 29 24 0 14 Dec 2022
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 35 53 0 08 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation Florinel-Alin Croitoru Nicolae-Cătălin Ristea D. Dascalescu Radu Tudor Ionescu F. Khan M. Shah 34 2 0 28 Nov 2022
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection Y. Chen Zhengzhe Liu Baoheng Zhang W. Fok Xiaojuan Qi Yik-Chung Wu 10 109 0 28 Nov 2022
Normalizing Flows for Human Pose Anomaly Detection Or Hirschorn S. Avidan 3DH 16 46 0 20 Nov 2022
LGN-Net: Local-Global Normality Network for Video Anomaly Detection Mengyang Zhao Xinhua Zeng Yang Liu Jing Liu Di Li Xinhua Zeng Chengxin Pang 28 11 0 14 Nov 2022
Spatio-temporal predictive tasks for abnormal event detection in videos Yassine Naji Aleksandr Setkov Angélique Loesch M. Gouiffès Romaric Audigier 18 5 0 27 Oct 2022
Multi-Task Learning based Video Anomaly Detection with Attention M. Baradaran R. Bergevin 32 3 0 14 Oct 2022
Spatio-Temporal Relation Learning for Video Anomaly Detection Hui Lv Zhen Cui Biao Wang Jian Yang 15 3 0 27 Sep 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection Neelu Madan Nicolae-Cătălin Ristea Radu Tudor Ionescu Kamal Nasrollahi F. Khan T. Moeslund M. Shah ViT MedIm 258 61 0 25 Sep 2022
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection Congqi Cao Yue Lu Yanning Zhang 57 21 0 07 Sep 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 25 4 0 27 Jul 2022
Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection Zhiwei Yang Peng Wu Jing Liu Xiaotao Liu 13 43 0 22 Jul 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 18 77 0 20 Jul 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi F. Khan T. Moeslund M. Shah ViT 19 69 0 16 Jul 2022
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 27 33 0 15 Jul 2022
Multi-Contextual Predictions with Vision Transformer for Video Anomaly Detection Joo-Yeon Lee Woo-Jeoung Nam Seong-Whan Lee ViT 14 13 0 17 Jun 2022
Social Interpretable Tree for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Fang Zheng Nanning Zheng G. Hua 25 39 0 26 May 2022
A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency Xiangyu Huang Caidan Zhao Yilin Wang Zhiqiang Wu 35 15 0 08 Apr 2022
Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection Shoubin Yu Zhong-Hua Zhao Haoshu Fang Andong Deng Haisheng Su Dongliang Wang Weihao Gan Cewu Lu Wei Wu 28 18 0 07 Dec 2021
SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong (Tom) Cai Zongwei Zhou UQCV 32 39 0 26 Nov 2021
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection Nicolae-Cătălin Ristea Neelu Madan Radu Tudor Ionescu Kamal Nasrollahi F. Khan T. Moeslund M. Shah 21 191 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 F. Khan M. Shah AI4TS 27 86 0 16 Nov 2021
Learnable Locality-Sensitive Hashing for Video Anomaly Detection Yue Lu Congqi Cao Yanning Zhang 23 23 0 15 Nov 2021
Dual Graph Convolutional Networks with Transformer and Curriculum Learning for Image Captioning Xinzhi Dong Chengjiang Long Wenju Xu Chunxia Xiao ViT 76 66 0 05 Aug 2021
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement Guang Yu Siqi Wang Zhiping Cai Xinwang Liu Chuanfu Xu Cheng-Feng Wu 30 32 0 04 Aug 2021
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 195 5,176 0 16 Sep 2016