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2004.05993
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A Survey of Single-Scene Video Anomaly Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
13 April 2020
B. Ramachandra
Michael J. Jones
Ranga Raju Vatsavai
AI4TS
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Papers citing
"A Survey of Single-Scene Video Anomaly Detection"
50 / 74 papers shown
A Unified Reasoning Framework for Holistic Zero-Shot Video Anomaly Analysis
Dongheng Lin
Mengxue Qu
Kunyang Han
Jianbo Jiao
Xiaojie Jin
Yunchao Wei
224
2
0
02 Nov 2025
Cerberus: Real-Time Video Anomaly Detection via Cascaded Vision-Language Models
Yue Zheng
Xiufang Shi
Jiming Chen
Yuanchao Shu
VLM
165
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0
18 Oct 2025
Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection
Furkan Mumcu
Michael Jeffrey Jones
A. Cherian
Yasin Yilmaz
179
1
0
16 Oct 2025
Uncovering Anomalous Events for Marine Environmental Monitoring via Visual Anomaly Detection
Laura Weihl
Nejc Novak
Nejc Novak
Malte Pedersen
197
0
0
12 Oct 2025
Few-shot Human Action Anomaly Detection via a Unified Contrastive Learning Framework
Koichiro Kamide
Shunsuke Sakai
Shun Maeda
Chunzhi Gu
Chao Zhang
140
0
0
25 Aug 2025
A Survey on Video Anomaly Detection via Deep Learning: Human, Vehicle, and Environment
Ghazal Alinezhad Noghre
Armin Danesh Pazho
Hamed Tabkhi
286
4
0
19 Aug 2025
The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM
Shibo Gao
P. Yang
Haiyang Guo
Y. Liu
Y. Chen
Shuai Li
Han Zhu
Jian Xu
Xu-Yao Zhang
Linlin Huang
VGen
321
1
0
29 Jul 2025
Learning Event Completeness for Weakly Supervised Video Anomaly Detection
Yu Wang
Shiwei Chen
263
2
0
16 Jun 2025
Anomaly Detection and Generation with Diffusion Models: A Survey
Zehua Wang
Jing Liu
Chengfang Li
Rui Xi
W. Li
Liang Cao
Jin Wang
L. Yang
Junsong Yuan
Wei Zhou
DiffM
MedIm
329
9
0
11 Jun 2025
Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision
Yuping He
Yifei Huang
Guo Chen
Lidong Lu
Baoqi Pei
Jilan Xu
Tong Lu
Yoichi Sato
EgoV
564
4
0
06 Jun 2025
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches
IEEE Transactions on Image Processing (TIP), 2024
Guodong Shen
Yuqi Ouyang
Junru Lu
Yixuan Yang
Victor Sanchez
532
8
0
20 Apr 2025
Video Anomaly Detection with Contours - A Study
M. Siemon
I. Nikolov
T. Moeslund
Kamal Nasrollahi
3DH
231
1
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25 Mar 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions
Zhengye Yang
Richard J. Radke
343
2
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14 Jan 2025
Privacy-Preserving Video Anomaly Detection: A Survey
Jing Liu
Zehua Wang
Xiaoguang Zhu
Jielin Li
Hao Yang
Liangyu Teng
Juncen Guo
Yan Wang
Jinjie Wei
Jing-nan Liu
581
18
0
21 Nov 2024
Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection
Ksheeraja Raghavan
Samiran Gode
Ankit Parag Shah
Surabhi Raghavan
Wolfram Burgard
Bhiksha Raj
Rita Singh
293
0
0
04 Oct 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection
Yalong Jiang
Liquan Mao
399
0
0
21 Sep 2024
Deep Learning for Video Anomaly Detection: A Review
Peng Wu
Chengyu Pan
Yuting Yan
Guansong Pang
Peng Wang
Yanning Zhang
VLM
AI4TS
257
38
0
09 Sep 2024
Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified
M. Siemon
T. Moeslund
Barry Norton
Kamal Nasrollahi
340
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0
08 Jul 2024
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning
Chaoqin Huang
Haoyan Guan
Aofan Jiang
Yanfeng Wang
Michael W. Spratling
Xinchao Wang
Ya Zhang
456
16
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13 Jun 2024
Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving
Daniel Bogdoll
Jan Imhof
Tim Joseph
J. Marius Zöllner
J. Marius Zöllner
300
0
0
10 Jun 2024
Video Anomaly Detection in 10 Years: A Survey and Outlook
Moshira Abdalla
Sajid Javed
Muaz Al Radi
Anwaar Ulhaq
Naoufel Werghi
373
37
0
29 May 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey
ACM Computing Surveys (ACM CSUR), 2024
Jing Liu
Yang Liu
Jieyu Lin
Jielin Li
Yang Liu
Bo Hu
Liang Song
Peng Sun
Victor C.M. Leung
Victor C.M. Leung
702
52
0
16 May 2024
Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows
Shun Maeda
Chunzhi Gu
Junzhou Yu
Shogo Tokai
Shangce Gao
Chao Zhang
358
2
0
26 Apr 2024
Context-aware Video Anomaly Detection in Long-Term Datasets
Zhengye Yang
Richard J. Radke
229
15
0
11 Apr 2024
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Ali Karami
Thi Kieu Khanh Ho
Narges Armanfard
DiffM
254
15
0
18 Mar 2024
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach
Ayush K. Rai
Tarun Krishna
Feiyan Hu
Alexandru Drimbarean
Kevin McGuinness
Alan F. Smeaton
Noel E. O'Connor
380
13
0
27 Nov 2023
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection
Neural Information Processing Systems (NeurIPS), 2023
Ruiying Lu
YuJie Wu
Long Tian
Dongsheng Wang
Bo Chen
Xiyang Liu
Ruimin Hu
290
90
0
22 Oct 2023
SOAR: Scene-debiasing Open-set Action Recognition
IEEE International Conference on Computer Vision (ICCV), 2023
Yuanhao Zhai
Ziyi Liu
Zhenyu Wu
Yi Wu
Chunluan Zhou
David Doermann
Junsong Yuan
Gang Hua
349
15
0
03 Sep 2023
Vision-Based Traffic Accident Detection and Anticipation: A Survey
Jianwu Fang
Jiahuan Qiao
Jianru Xue
Zhengguo Li
261
76
0
30 Aug 2023
Survey on video anomaly detection in dynamic scenes with moving cameras
Artificial Intelligence Review (AIR), 2023
Runyu Jiao
Yi Wan
Fabio Poiesi
Yiming Wang
428
21
0
14 Aug 2023
LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection
Haonan Yin
Guanlong Jiao
Qianhui Wu
Börje F. Karlsson
Biqing Huang
Chin-Yew Lin
DiffM
281
19
0
16 Jul 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection
IEEE Transactions on Image Processing (IEEE TIP), 2023
Yujiang Pu
Xiaoyu Wu
Lulu Yang
Shengjin Wang
348
96
0
26 Jun 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors
Computer Vision and Pattern Recognition (CVPR), 2023
Nicolae-Cătălin Ristea
Florinel-Alin Croitoru
Radu Tudor Ionescu
Marius Popescu
Fahad Shahbaz Khan
M. Shah
ViT
340
68
0
21 Jun 2023
Point Cloud Video Anomaly Detection Based on Point Spatio-Temporal Auto-Encoder
IEEE Sensors Journal (IEEE Sens. J.), 2023
Tengjiao He
Wenguang Wang
3DPC
386
4
0
04 Jun 2023
A New Comprehensive Benchmark for Semi-supervised Video Anomaly Detection and Anticipation
Computer Vision and Pattern Recognition (CVPR), 2023
Congqi Cao
Yue Lu
Peng Wang
Yanning Zhang
231
70
0
23 May 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Shengyang Sun
Xiaojin Gong
334
84
0
23 Mar 2023
Interruptions detection in video conferences
Samuel Horowitz
Dima Kagan
G. Alpert
Michael Fire
245
0
0
25 Feb 2023
Memory-augmented Online Video Anomaly Detection
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
L. Rossi
Vittorio Bernuzzi
Tomaso Fontanini
Massimo Bertozzi
Andrea Prati
312
9
0
21 Feb 2023
Unveiling the Unseen: A Comprehensive Survey on Explainable Anomaly Detection in Images and Videos
Yizhou Wang
Dongliang Guo
Sheng Li
Octavia Camps
Yun Fu
770
6
0
13 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models
ACM Computing Surveys (ACM Comput. Surv.), 2023
Zehua Wang
Dingkang Yang
Yan Wang
Jing Liu
Jun Liu
Peng Sun
Yang Liu
Liang Song
509
158
0
10 Feb 2023
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos
BioMedical Engineering OnLine (Biomed Eng Online), 2022
Pratik K. Mishra
Andrea Iaboni
Bing Ye
Kristine Newman
Alex Mihailidis
Shehroz S. Khan
370
17
0
20 Dec 2022
EVAL: Explainable Video Anomaly Localization
Computer Vision and Pattern Recognition (CVPR), 2022
Vasu Singla
Michael J. Jones
Erik Learned-Miller
335
34
0
15 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation
Computer Vision and Image Understanding (CVIU), 2022
Florinel-Alin Croitoru
Nicolae-Cătălin Ristea
D. Dascalescu
Radu Tudor Ionescu
Fahad Shahbaz Khan
M. Shah
444
7
0
28 Nov 2022
LGN-Net: Local-Global Normality Network for Video Anomaly Detection
Social Science Research Network (SSRN), 2022
Mengyang Zhao
Xinhua Zeng
Zehua Wang
Jing Liu
Di Li
Xinhua Zeng
Chengxin Pang
299
13
0
14 Nov 2022
Exploiting Spatial-temporal Correlations for Video Anomaly Detection
International Conference on Pattern Recognition (ICPR), 2022
Mengyang Zhao
Yang Liu
Jing Li
Xinhua Zeng
223
18
0
02 Nov 2022
Spatio-temporal predictive tasks for abnormal event detection in videos
Advanced Video and Signal Based Surveillance (AVSS), 2022
Yassine Naji
Aleksandr Setkov
Angélique Loesch
M. Gouiffès
Romaric Audigier
251
10
0
27 Oct 2022
Spatio-Temporal-based Context Fusion for Video Anomaly Detection
Chao Hu
Weibin Qiu
Weijie Wu
Liqiang Zhu
111
12
0
18 Oct 2022
Spatio-Temporal Relation Learning for Video Anomaly Detection
Hui Lv
Zhen Cui
Biao Wang
Jian Yang
171
4
0
27 Sep 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Neelu Madan
Nicolae-Cătălin Ristea
Radu Tudor Ionescu
Kamal Nasrollahi
Fahad Shahbaz Khan
T. Moeslund
M. Shah
ViT
MedIm
594
110
0
25 Sep 2022
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection
IEEE Transactions on Image Processing (IEEE TIP), 2022
Congqi Cao
Yue Lu
Yanning Zhang
277
41
0
07 Sep 2022
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