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Real-world Anomaly Detection in Surveillance Videos
v1v2v3 (latest)

Real-world Anomaly Detection in Surveillance Videos

12 January 2018
Waqas Sultani
Chen Chen
M. Shah
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "Real-world Anomaly Detection in Surveillance Videos"

50 / 515 papers shown
Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep
  Skeleton Features
Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton FeaturesComputer Vision and Pattern Recognition (CVPR), 2023
Fumiaki Sato
Ryo Hachiuma
Taiki Sekii
183
41
0
27 Mar 2023
A Large-scale Study of Spatiotemporal Representation Learning with a New
  Benchmark on Action Recognition
A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action RecognitionIEEE International Conference on Computer Vision (ICCV), 2023
Andong Deng
Taojiannan Yang
Chong Chen
AI4TS
226
18
0
23 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection
Hierarchical Semantic Contrast for Scene-aware Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2023
Shengyang Sun
Xiaojin Gong
246
71
0
23 Mar 2023
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly
  Detection
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2023
Hui Lv
Zhongqi Yue
Qianru Sun
Bin Luo
Zhen Cui
Hanwang Zhang
WSOD
299
116
0
22 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class
  classifiers using pseudo anomalies
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomaliesNeurocomputing (Neurocomputing), 2023
Marcella Astrid
M. Zaheer
Seung-Ik Lee
234
27
0
19 Mar 2023
CCTV-Gun: Benchmarking Handgun Detection in CCTV Images
CCTV-Gun: Benchmarking Handgun Detection in CCTV Images
Srikar Yellapragada
Zhenghong Li
K. Doshi
Purva Mhasakar
Heng Fan
Jieda Wei
Erik P. Blasch
Bin Zhang
Haibin Ling
156
7
0
19 Mar 2023
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation
Augmenting and Aligning Snippets for Few-Shot Video Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2023
Yuecong Xu
Jianfei Yang
Yunjiao Zhou
Zhenghua Chen
Ruibing Jin
Xiaoli Li
189
8
0
18 Mar 2023
Co-Occurrence Matters: Learning Action Relation for Temporal Action
  Localization
Co-Occurrence Matters: Learning Action Relation for Temporal Action Localization
Congqi Cao
Yizhe Wang
Yuelie Lu
Xinyu Zhang
Yanning Zhang
179
9
0
15 Mar 2023
Understanding the Challenges and Opportunities of Pose-based Anomaly
  Detection
Understanding the Challenges and Opportunities of Pose-based Anomaly DetectionInternational Workshop on Sensor-based Activity Recognition and Interaction (IWOAR), 2023
Ghazal Alinezhad Noghre
Armin Danesh Pazho
Vinit Katariya
Hamed Tabkhi
185
17
0
09 Mar 2023
Interruptions detection in video conferences
Interruptions detection in video conferences
Samuel Horowitz
Dima Kagan
G. Alpert
Michael Fire
136
0
0
25 Feb 2023
Video Action Recognition Collaborative Learning with Dynamics via
  PSO-ConvNet Transformer
Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet TransformerScientific Reports (Sci Rep), 2023
N. H. Phong
B. Ribeiro
273
22
0
17 Feb 2023
Unveiling the Unseen: A Comprehensive Survey on Explainable Anomaly Detection in Images and Videos
Unveiling the Unseen: A Comprehensive Survey on Explainable Anomaly Detection in Images and Videos
Yizhou Wang
Dongliang Guo
Sheng Li
Octavia Camps
Yun Fu
644
6
0
13 Feb 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised
  Video Anomaly Detection
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly DetectionAAAI Conference on Artificial Intelligence (AAAI), 2023
Hang Zhou
Junqing Yu
Wei Yang
170
141
0
10 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and
  Comparison of Deep Models
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep ModelsACM Computing Surveys (ACM Comput. Surv.), 2023
Zehua Wang
Dingkang Yang
Yan Wang
Jing Liu
Jun Liu
Peng Sun
Yang Liu
Liang Song
447
135
0
10 Feb 2023
Weakly Supervised Anomaly Detection: A Survey
Weakly Supervised Anomaly Detection: A Survey
Minqi Jiang
Chaochuan Hou
Ao Zheng
Xiyang Hu
Songqiao Han
Hailiang Huang
Xiangnan He
Philip S. Yu
Yue Zhao
267
39
0
09 Feb 2023
AI and Core Electoral Processes: Mapping the Horizons
AI and Core Electoral Processes: Mapping the HorizonsThe AI Magazine (AI Mag.), 2023
Deepak P
Stanley Simoes
Muiris Maccarthaigh
183
5
0
07 Feb 2023
Graph Anomaly Detection in Time Series: A Survey
Graph Anomaly Detection in Time Series: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Thi Kieu Khanh Ho
Ali Karami
Narges Armanfard
AI4TS
666
18
0
31 Jan 2023
Fast Region of Interest Proposals on Maritime UAVs
Fast Region of Interest Proposals on Maritime UAVsIEEE International Conference on Robotics and Automation (ICRA), 2023
Benjamin Kiefer
A. Zell
90
9
0
27 Jan 2023
Contracting Skeletal Kinematics for Human-Related Video Anomaly
  Detection
Contracting Skeletal Kinematics for Human-Related Video Anomaly DetectionPattern Recognition (Pattern Recogn.), 2023
Alessandro Flaborea
Guido DÁmely
S. DÁrrigo
Marco Aurelio Sterpa
Alessio Sampieri
Fabio Galasso
403
25
0
23 Jan 2023
Human-Scene Network: A Novel Baseline with Self-rectifying Loss for
  Weakly supervised Video Anomaly Detection
Human-Scene Network: A Novel Baseline with Self-rectifying Loss for Weakly supervised Video Anomaly DetectionComputer Vision and Image Understanding (CVIU), 2023
Snehashis Majhi
Rui Dai
Quan Kong
Lorenzo Garattoni
Gianpiero Francesca
Francois Bremond
3DH
209
17
0
19 Jan 2023
Application Of ADNN For Background Subtraction In Smart Surveillance
  System
Application Of ADNN For Background Subtraction In Smart Surveillance System
Piyush Batra
Gagandeep Singh
N. Goyal
148
0
0
31 Dec 2022
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges
  and Future Directions
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future DirectionsIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2022
Pratik K. Mishra
Alex Mihailidis
Shehroz S. Khan
531
25
0
31 Dec 2022
X-MAS: Extremely Large-Scale Multi-Modal Sensor Dataset for Outdoor
  Surveillance in Real Environments
X-MAS: Extremely Large-Scale Multi-Modal Sensor Dataset for Outdoor Surveillance in Real EnvironmentsIEEE Robotics and Automation Letters (RA-L), 2022
Dong-Ki Noh
Chan-Yong Sung
Teayoung Uhm
Wooju Lee
Hyungtae Lim
...
Ho-Yong Shin
MinJung Kim
Hyoung-Rock Kim
Seung-Ming Baek
Hyun Myung
198
7
0
30 Dec 2022
CHAD: Charlotte Anomaly Dataset
CHAD: Charlotte Anomaly DatasetScandinavian Conference on Image Analysis (SCIA), 2022
Armin Danesh Pazho
Ghazal Alinezhad Noghre
B. R. Ardabili
Christopher Neff
Hamed Tabkhi
169
17
0
19 Dec 2022
Weakly Supervised Video Anomaly Detection Based on Cross-Batch
  Clustering Guidance
Weakly Supervised Video Anomaly Detection Based on Cross-Batch Clustering GuidanceIEEE International Conference on Multimedia and Expo (ICME), 2022
Congqi Cao
Xin Zhang
Shizhou Zhang
Peng Wang
Yanning Zhang
114
8
0
16 Dec 2022
Cross-Domain Video Anomaly Detection without Target Domain Adaptation
Cross-Domain Video Anomaly Detection without Target Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Abhishek Aich
Kuan-Chuan Peng
Amit K. Roy-Chowdhury
293
40
0
14 Dec 2022
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised
  Video Anomaly Detection
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly DetectionInternational Conference on Information Photonics (ICIP), 2022
Kevin Hyekang Joo
Khoa T. Vo
Kashu Yamazaki
Ngan Le
233
93
0
09 Dec 2022
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly
  Supervised Video Anomaly Detection
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2022
Chen Zhang
Guorong Li
Yuankai Qi
Shuhui Wang
Laiyun Qing
Qingming Huang
Ming-Hsuan Yang
207
94
0
08 Dec 2022
Crowd-level Abnormal Behavior Detection via Multi-scale Motion
  Consistency Learning
Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency LearningAAAI Conference on Artificial Intelligence (AAAI), 2022
Linbo Luo
Yuanjing Li
Haiyan Yin
Shangwei Xie
Ruimin Hu
Wen-Feng Cai
105
8
0
01 Dec 2022
Lightning Fast Video Anomaly Detection via Adversarial Knowledge
  Distillation
Lightning Fast Video Anomaly Detection via Adversarial Knowledge DistillationComputer Vision and Image Understanding (CVIU), 2022
Florinel-Alin Croitoru
Nicolae-Cătălin Ristea
D. Dascalescu
Radu Tudor Ionescu
Fahad Shahbaz Khan
M. Shah
318
5
0
28 Nov 2022
MGFN: Magnitude-Contrastive Glance-and-Focus Network for
  Weakly-Supervised Video Anomaly Detection
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly DetectionAAAI Conference on Artificial Intelligence (AAAI), 2022
Yukang Chen
Zhengzhe Liu
Baoheng Zhang
W. Fok
Xiaojuan Qi
Yik-Chung Wu
282
187
0
28 Nov 2022
A Brief Overview of AI Governance for Responsible Machine Learning
  Systems
A Brief Overview of AI Governance for Responsible Machine Learning Systems
Navdeep Gill
Abhishek Mathur
Marcos V. Conde
108
7
0
21 Nov 2022
Normalizing Flows for Human Pose Anomaly Detection
Normalizing Flows for Human Pose Anomaly DetectionIEEE International Conference on Computer Vision (ICCV), 2022
Or Hirschorn
S. Avidan
3DH
326
76
0
20 Nov 2022
Language-Assisted Deep Learning for Autistic Behaviors Recognition
Language-Assisted Deep Learning for Autistic Behaviors RecognitionSmart Health (SH), 2022
Andong Deng
Taojiannan Yang
Chong Chen
Qian Chen
Leslie C. Neely
Sakiko Oyama
179
13
0
17 Nov 2022
Zero-shot Visual Commonsense Immorality Prediction
Zero-shot Visual Commonsense Immorality PredictionBritish Machine Vision Conference (BMVC), 2022
Yujin Jeong
Seongbeom Park
Suhong Moon
Jinkyu Kim
VLM
83
3
0
10 Nov 2022
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection
  Network
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection NetworkIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
T. K. Vijay
Yash Raghuwanshi
D. P. Dogra
Heeseung Choi
Ig-Jae Kim
238
35
0
02 Nov 2022
Spatio-temporal predictive tasks for abnormal event detection in videos
Spatio-temporal predictive tasks for abnormal event detection in videosAdvanced Video and Signal Based Surveillance (AVSS), 2022
Yassine Naji
Aleksandr Setkov
Angélique Loesch
M. Gouiffès
Romaric Audigier
183
9
0
27 Oct 2022
VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe
  Inspection
VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe InspectionInternational Conference on Pattern Recognition (ICPR), 2022
Lu Dong
Xuan Zhang
Ying Li
Guixin Liang
Yabing Jiang
...
Fei Xie
Wei Yao
Yifang Dai
Yu Qiao
Yali Wang
139
12
0
20 Oct 2022
Spatio-Temporal-based Context Fusion for Video Anomaly Detection
Spatio-Temporal-based Context Fusion for Video Anomaly Detection
Chao Hu
Weibin Qiu
Weijie Wu
Liqiang Zhu
74
11
0
18 Oct 2022
Overlooked Video Classification in Weakly Supervised Video Anomaly
  Detection
Overlooked Video Classification in Weakly Supervised Video Anomaly Detection
Weijun Tan
Qi Yao
Jingfeng Liu
AI4TS
164
16
0
13 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for
  anomaly detection in medical images
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images
Yu Cai
Hao Chen
Xin Yang
Yu Zhou
Kwang-Ting Cheng
359
3
0
09 Oct 2022
Multiple Instance Learning for Detecting Anomalies over Sequential
  Real-World Datasets
Multiple Instance Learning for Detecting Anomalies over Sequential Real-World Datasets
Parastoo Kamranfar
David Lattanzi
Amarda Shehu
Daniel Barbará
AI4TS
95
3
0
04 Oct 2022
Speeding Up Action Recognition Using Dynamic Accumulation of Residuals
  in Compressed Domain
Speeding Up Action Recognition Using Dynamic Accumulation of Residuals in Compressed DomainSocial Science Research Network (SSRN), 2022
Ali Abdari
Pouria Amirjan
Azadeh Mansouri
176
2
0
29 Sep 2022
Multi-modal Video Chapter Generation
Multi-modal Video Chapter Generation
Xiao Cao
Zitan Chen
Canyu Le
Lei Meng
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171
3
0
26 Sep 2022
TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video
  Surveillance
TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video SurveillanceIEEE Access (IEEE Access), 2022
Yajun Xu
Chuwen Huang
Yibing Nan
Kai Wang
227
28
0
26 Sep 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly
  Detection
Self-Supervised Masked Convolutional Transformer Block for Anomaly DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Neelu Madan
Nicolae-Cătălin Ristea
Radu Tudor Ionescu
Kamal Nasrollahi
Fahad Shahbaz Khan
T. Moeslund
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551
102
0
25 Sep 2022
Self-supervised Learning for Unintentional Action Prediction
Self-supervised Learning for Unintentional Action PredictionGerman Conference on Pattern Recognition (GCPR), 2022
Olga Zatsarynna
Yazan Abu Farha
Juergen Gall
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232
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24 Sep 2022
Weakly Supervised Two-Stage Training Scheme for Deep Video Fight
  Detection Model
Weakly Supervised Two-Stage Training Scheme for Deep Video Fight Detection ModelIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2022
Zhenting Qi
Ruike Zhu
Zheyu Fu
Wenhao Chai
Volodymyr V. Kindratenko
174
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An Overview of Violence Detection Techniques: Current Challenges and
  Future Directions
An Overview of Violence Detection Techniques: Current Challenges and Future DirectionsArtificial Intelligence Review (Artif Intell Rev), 2022
N. Mumtaz
N. Ejaz
Shabana Habib
Syed Muhammad Mohsin
Prayag Tiwari
Shahab S. Band
Neeraj Kumar
239
36
0
21 Sep 2022
Real-world Video Anomaly Detection by Extracting Salient Features in
  Videos
Real-world Video Anomaly Detection by Extracting Salient Features in VideosIEEE Access (IEEE Access), 2022
Yudai Watanabe
Makoto Okabe
Y. Harada
Naoji Kashima
AI4TS
125
6
0
14 Sep 2022
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