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Real-world Anomaly Detection in Surveillance Videos
12 January 2018
Waqas Sultani
Chen Chen
M. Shah
AI4TS
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Papers citing
"Real-world Anomaly Detection in Surveillance Videos"
50 / 515 papers shown
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection
Jash Dalvi
Ali Dabouei
Gunjan Dhanuka
Min Xu
317
3
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Video Anomaly Detection in 10 Years: A Survey and Outlook
Moshira Abdalla
Sajid Javed
Muaz Al Radi
Anwaar Ulhaq
Naoufel Werghi
278
25
0
29 May 2024
Hawk: Learning to Understand Open-World Video Anomalies
Jiaqi Tang
Hao Lu
Ruizheng Wu
Xiaogang Xu
Ke Ma
Cheng Fang
Bin Guo
Jiangbo Lu
Qifeng Chen
Ying-Cong Chen
VLM
188
32
0
27 May 2024
Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection
Yifeng Peng
Xinyi Li
Zhiding Liang
Ying Wang
259
6
0
25 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
569
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0
16 May 2024
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies
Marcella Astrid
Muhammad Zaigham Zaheer
Djamila Aouada
Seung-Ik Lee
AAML
310
4
0
09 May 2024
Multi-scale Bottleneck Transformer for Weakly Supervised Multimodal Violence Detection
IEEE International Conference on Multimedia and Expo (ICME), 2024
Shengyang Sun
Xiaojin Gong
147
7
0
08 May 2024
Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation
Pei Liu
Luping Ji
EDL
373
6
0
07 May 2024
JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos
Pietro Nardelli
Danilo Comminiello
301
1
0
05 May 2024
An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction
Ghazal Alinezhad Noghre
Armin Danesh Pazho
Hamed Tabkhi
217
27
0
29 Apr 2024
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention
Damith Chamalke Senadeera
Xiaoyun Yang
Dimitrios Kollias
Gregory G. Slabaugh
171
12
0
27 Apr 2024
IPAD: Industrial Process Anomaly Detection Dataset
Jinfan Liu
Manwen Liao
Junjie Li
Weiming Zhao
Pengzhi Chu
Xingdong Sheng
Yunhui Liu
Yunbo Wang
247
2
0
23 Apr 2024
uTRAND: Unsupervised Anomaly Detection in Traffic Trajectories
Giacomo DÁmicantonio
Egor Bondarau
Peter H. N. de With
AI4TS
579
5
0
19 Apr 2024
Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection
Jiaqi Zhu
Shaofeng Cai
Fang Deng
Junran Wu
Junran Wu
462
37
0
15 Apr 2024
Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection
Zhiwei Yang
Jing Liu
Peng Wu
256
70
0
12 Apr 2024
Beyond the Known: Adversarial Autoencoders in Novelty Detection
Muhammad Asad
Ihsan Ullah
Ganesh Sistu
Michael G. Madden
AAML
UQCV
160
2
0
06 Apr 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection
Luca Zanella
Willi Menapace
Goran Frehse
Yiming Wang
Elisa Ricci
VLM
312
65
0
01 Apr 2024
Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline
Anas Al-Lahham
Muhammad Zaigham Zaheer
Nurbek Tastan
Karthik Nandakumar
247
20
0
01 Apr 2024
Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data
Marcella Astrid
Muhammad Zaigham Zaheer
Seung-Ik Lee
UQCV
181
1
0
24 Mar 2024
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection
Jakub Micorek
Horst Possegger
Dominik Narnhofer
Horst Bischof
Mateusz Koziñski
274
23
0
21 Mar 2024
Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection
Xincheng Yao
Ruoqing Li
Zefeng Qian
Lu Wang
Chongyang Zhang
304
29
0
20 Mar 2024
Selective, Interpretable, and Motion Consistent Privacy Attribute Obfuscation for Action Recognition
Filip Ilic
Henghui Zhao
Thomas Pock
Richard P. Wildes
PICV
AAML
250
3
0
19 Mar 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
212
11
0
18 Mar 2024
Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning
Xiaohao Xu
Yunkang Cao
Huaxin Zhang
Nong Sang
Xiaonan Huang
VLM
399
17
0
17 Mar 2024
Detection of Object Throwing Behavior in Surveillance Videos
International Conference on Image Processing, Applications and Systems (ICIPAS), 2023
Ivo P.C. Kersten
Erkut Akdag
Egor Bondarev
Peter H. N. de With
146
3
0
11 Mar 2024
GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection
Huaxin Zhang
Xiang Wang
Xiaohao Xu
Xiaonan Huang
Chuchu Han
Yuehuan Wang
Changxin Gao
Shanjun Zhang
Nong Sang
282
6
0
10 Mar 2024
Learning Group Activity Features Through Person Attribute Prediction
Chihiro Nakatani
Hiroaki Kawashima
Norimichi Ukita
207
4
0
05 Mar 2024
Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection
Chenchen Tao
Chong Wang
Yuexian Zou
Xiaohao Peng
Yan Han
Jiangbo Qian
244
7
0
02 Mar 2024
Navigating Hallucinations for Reasoning of Unintentional Activities
Shresth Grover
Vibhav Vineet
Yogesh S Rawat
LRM
315
3
0
29 Feb 2024
Continuous Memory Representation for Anomaly Detection
J. Lee
Taejune Kim
Eunbyung Park
Simon S. Woo
Jong Hwan Ko
285
19
0
28 Feb 2024
Multiple Instance Learning for Cheating Detection and Localization in Online Examinations
Yemeng Liu
Jing Ren
Jianshuo Xu
Xiaomei Bai
Roopdeep Kaur
Xiwei Xu
140
16
0
09 Feb 2024
A Survey on Safe Multi-Modal Learning System
Tianyi Zhao
Liangliang Zhang
Yao Ma
Lu Cheng
534
21
0
08 Feb 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset
Liyun Zhu
Lei Wang
Arjun Raj
Tom Gedeon
Chen Chen
291
41
0
07 Feb 2024
AED: Adaptable Error Detection for Few-shot Imitation Policy
Neural Information Processing Systems (NeurIPS), 2024
Jia-Fong Yeh
Kuo-Han Hung
Pang-Chi Lo
Chi-Ming Chung
Tsung-Han Wu
Hung-Ting Su
Yi-Ting Chen
Winston H. Hsu
191
2
0
06 Feb 2024
CPR++: Object Localization via Single Coarse Point Supervision
Xuehui Yu
Pengfei Chen
Kuiran Wang
Xumeng Han
Guorong Li
Zhenjun Han
QiXiang Ye
Jianbin Jiao
174
4
0
30 Jan 2024
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection
European Conference on Computer Vision (ECCV), 2024
Yongwei Nie
Hao Huang
Chengjiang Long
Qing Zhang
Pradipta Maji
Hongmin Cai
270
6
0
24 Jan 2024
TreeMIL: A Multi-instance Learning Framework for Time Series Anomaly Detection with Inexact Supervision
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Chen Liu
Shibo He
Haoyu Liu
Shizhong Li
AI4TS
223
8
0
20 Jan 2024
Video Anomaly Detection and Explanation via Large Language Models
Hui Lv
Qianru Sun
253
52
0
11 Jan 2024
Universal Time-Series Representation Learning: A Survey
Patara Trirat
Yooju Shin
Junhyeok Kang
Youngeun Nam
Jihye Na
Minyoung Bae
Joeun Kim
Byunghyun Kim
Jae-Gil Lee
AI4TS
361
32
0
08 Jan 2024
Traffic Incident Database with Multiple Labels Including Various Perspective Environmental Information
Shota Nishiyama
Takuma Saito
Ryo Nakamura
Go Ohtani
Hirokatsu Kataoka
Kensho Hara
165
0
0
17 Dec 2023
Enhancing Single-Frame Supervision for Better Temporal Action Localization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Changjian Chen
Jiashu Chen
Weikai Yang
Haoze Wang
Johannes Knittel
Xibin Zhao
Steffen Koch
Thomas Ertl
Shixia Liu
257
9
0
08 Dec 2023
Dynamic Erasing Network Based on Multi-Scale Temporal Features for Weakly Supervised Video Anomaly Detection
Chen Zhang
Guorong Li
Yuankai Qi
Hanhua Ye
Laiyun Qing
Ming-Hsuan Yang
Qingming Huang
200
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04 Dec 2023
Online Anomaly Detection over Live Social Video Streaming
IEEE International Conference on Data Engineering (ICDE), 2023
Chengkun He
Xiangmin Zhou
Chen Wang
Iqbal Gondal
Jie Shao
Xun Yi
115
1
0
01 Dec 2023
VIoTGPT: Learning to Schedule Vision Tools towards Intelligent Video Internet of Things
Yaoyao Zhong
Mengshi Qi
Rui Wang
Yuhan Qiu
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Huadong Ma
283
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Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models
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Yujia Xie
Bin Lin
Jiaxi Cui
Lu Yuan
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Li-ming Yuan
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212
91
0
27 Nov 2023
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
298
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BatchNorm-based Weakly Supervised Video Anomaly Detection
Yixuan Zhou
Yi Qu
Xing Xu
Fumin Shen
Jingkuan Song
Hengtao Shen
162
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Open-Vocabulary Video Anomaly Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Peng Wu
Xuerong Zhou
Guansong Pang
Yujia Sun
Jing Liu
Peng Wang
Yanning Zhang
VLM
391
63
0
13 Nov 2023
Holistic Representation Learning for Multitask Trajectory Anomaly Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Alexandros Stergiou
B. D. Weerdt
Nikos Deligiannis
259
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A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Anas Al-Lahham
Nurbek Tastan
Muhammad Zaigham Zaheer
Karthik Nandakumar
295
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26 Oct 2023
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