Learning Memory-guided Normality for Anomaly Detection

30 March 2020

Papers citing "Learning Memory-guided Normality for Anomaly Detection"

50 / 234 papers shown

Title
Visual Anomaly Detection via Dual-Attention Transformer and Discriminative Flow Haiming Yao Wei Luo Wenyong Yu ViT 78 3 0 31 Mar 2023
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies Kilian Batzner Lars Heckler Rebecca König 108 143 0 25 Mar 2023
Anomaly Detection under Distribution Shift T. Cao Jiawen Zhu Guansong Pang 87 28 0 24 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 90 49 0 23 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies Marcella Astrid M. Zaheer Seung-Ik Lee 77 19 0 19 Mar 2023
Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection Haiming Yao Wenyong Yu Wei Luo Zhenfeng Qiang Donghao Luo Xiaotian Zhang 107 22 0 10 Mar 2023
Multi-level Memory-augmented Appearance-Motion Correspondence Framework for Video Anomaly Detection Xiangyu Huang Caidan Zhao Jinghui Yu Chenxing Gao Zhiqiang Wu 69 5 0 09 Mar 2023
Synthetic Pseudo Anomalies for Unsupervised Video Anomaly Detection: A Simple yet Efficient Framework based on Masked Autoencoder Xiangyu Huang Caidan Zhao Chenxing Gao Lvdong Chen Zhiqiang Wu 61 4 0 09 Mar 2023
Diversity-Measurable Anomaly Detection Wenrui Liu Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 92 63 0 09 Mar 2023
Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism Jiaqi Gao Xinyang Jiang Yuqing Yang Dongsheng Li Lili Qiu 51 5 0 27 Feb 2023
Set Features for Fine-grained Anomaly Detection Niv Cohen Issar Tzachor Yedid Hoshen AI4TS 95 15 0 23 Feb 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection Hang Zhou Junqing Yu Wei Yang 66 82 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 151 96 0 10 Feb 2023
Making Reconstruction-based Method Great Again for Video Anomaly Detection Yizhou Wang Can Qin Yue Bai Yi Xu Xu Ma Yun Fu ViT 74 20 0 28 Jan 2023
Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection Alessandro Flaborea Guido DÁmely S. DÁrrigo Marco Aurelio Sterpa Alessio Sampieri Fabio Galasso 103 12 0 23 Jan 2023
EVAL: Explainable Video Anomaly Localization Vasu Singla Michael J. Jones Erik Learned-Miller 80 25 0 15 Dec 2022
Cross-Domain Video Anomaly Detection without Target Domain Adaptation Abhishek Aich Kuan-Chuan Peng Amit K. Roy-Chowdhury 85 25 0 14 Dec 2022
MegaCRN: Meta-Graph Convolutional Recurrent Network for Spatio-Temporal Modeling Renhe Jiang Zhaonan Wang Jiawei Yong P. Jeph Quanjun Chen Yasumasa Kobayashi Xuan Song Toyotaro Suzumura Shintaro Fukushima GNN BDL AI4TS 102 4 0 12 Dec 2022
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection Kevin Hyekang Joo Khoa T. Vo Kashu Yamazaki Ngan Le 61 51 0 09 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 97 59 0 08 Dec 2022
Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency Learning Linbo Luo Yuanjing Li Haiyan Yin Shangwei Xie Ruimin Hu Wen-Feng Cai 45 8 0 01 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation Florinel-Alin Croitoru Nicolae-Cătălin Ristea D. Dascalescu Radu Tudor Ionescu Fahad Shahbaz Khan M. Shah 100 2 0 28 Nov 2022
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection Yukang Chen Zhengzhe Liu Baoheng Zhang W. Fok Xiaojuan Qi Yik-Chung Wu 119 128 0 28 Nov 2022
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting Renhe Jiang Zhaonan Wang Jiawei Yong P. Jeph Quanjun Chen Yasumasa Kobayashi Xuan Song Shintaro Fukushima Toyotaro Suzumura AI4TS 80 200 0 27 Nov 2022
Normalizing Flows for Human Pose Anomaly Detection Or Hirschorn S. Avidan 3DH 115 51 0 20 Nov 2022
Pedestrian Spatio-Temporal Information Fusion For Video Anomaly Detection Chao Hu Liqiang Zhu 36 0 0 18 Nov 2022
Anomaly Detection via Multi-Scale Contrasted Memory Loic Jezequel Ngoc-Son Vu Jean Beaudet A. Histace 86 0 0 16 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 81 12 0 14 Nov 2022
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation Benjamin Lambert Florence Forbes Senan Doyle A. Tucholka M. Dojat UQCV OOD 114 4 0 10 Nov 2022
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network T. K. Vijay Yash Raghuwanshi D. P. Dogra Heeseung Choi Ig-Jae Kim 135 19 0 02 Nov 2022
Exploiting Spatial-temporal Correlations for Video Anomaly Detection Mengyang Zhao Yang Liu Jing Li Xinhua Zeng 76 15 0 02 Nov 2022
Spatio-temporal predictive tasks for abnormal event detection in videos Yassine Naji Aleksandr Setkov Angélique Loesch M. Gouiffès Romaric Audigier 43 6 0 27 Oct 2022
Hierarchical Deep Learning with Generative Adversarial Network for Automatic Cardiac Diagnosis from ECG Signals Zekai Wang S. Stavrakis B. Yao GAN 65 58 0 19 Oct 2022
ADPS: Asymmetric Distillation Post-Segmentation for Image Anomaly Detection Peng-Fei Xing Hao Tang Jinhui Tang Zechao Li 105 5 0 19 Oct 2022
Spatio-Temporal-based Context Fusion for Video Anomaly Detection Chao Hu Weibin Qiu Weijie Wu Liqiang Zhu 19 10 0 18 Oct 2022
Multi-Task Learning based Video Anomaly Detection with Attention M. Baradaran R. Bergevin 74 5 0 14 Oct 2022
Spatio-Temporal Relation Learning for Video Anomaly Detection Hui Lv Zhen Cui Biao Wang Jian Yang 39 3 0 27 Sep 2022
Visual Anomaly Detection Via Partition Memory Bank Module and Error Estimation Peng-Fei Xing Zechao Li 127 34 0 26 Sep 2022
Self-Supervised Guided Segmentation Framework for Unsupervised Anomaly Detection Peng-Fei Xing Yanpeng Sun Zechao Li 118 12 0 26 Sep 2022
Anomaly Detection in Aerial Videos with Transformers P. Jin Lichao Mou Guisong Xia Xiao Xiang Zhu ViT AI4TS 119 24 0 25 Sep 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection Neelu Madan Nicolae-Cătălin Ristea Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT MedIm 341 70 0 25 Sep 2022
Efficient CNN with uncorrelated Bag of Features pooling Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj 55 2 0 22 Sep 2022
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders Gülin Tüfekci Alper Kayabasi Erdem Akagündüz ilkay Ulusoy UQCV 44 3 0 12 Sep 2022
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection Congqi Cao Yue Lu Yanning Zhang 101 27 0 07 Sep 2022
ADTR: Anomaly Detection Transformer with Feature Reconstruction Zhiyuan You Kai Yang Wenhan Luo Lei Cui Yu Zheng Xinyi Le ViT 110 46 0 05 Sep 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 82 4 0 27 Jul 2022
Learning Appearance-motion Normality for Video Anomaly Detection Yang Liu Jing Liu Mengyang Zhao Dingkang Yang Xiaoguang Zhu Liang Song 67 40 0 27 Jul 2022
Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection Zhiwei Yang Peng Wu Jing Liu Xiaotao Liu 51 45 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 64 80 0 20 Jul 2022
Semantic Novelty Detection via Relational Reasoning Francesco Cappio Borlino S. Bucci Tatiana Tommasi 75 4 0 18 Jul 2022