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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
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems
Wen-Dong Jiang
Chih-Yung Chang
Hsiang-Chuan Chang
Ji-Yuan Chen
Diptendu Sinha Roy
374
2
0
28 Dec 2024
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model
  with Transparent Explanations
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Zhiwen Chen
Francesco Pinto
Minzhou Pan
Bo Li
347
19
0
09 Dec 2024
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection
Xiaofeng Tan
Hongsong Wang
Xin Geng
Liang Wang
DiffMAAMLVGen
416
3
0
04 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder
Expanding Event Modality Applications through a Robust CLIP-Based Encoder
SungHeon Jeong
Hanning Chen
Sanggeon Yun
Suhyeon Cho
Wenjun Huang
Xiangjian Liu
Mohsen Imani
459
2
0
04 Dec 2024
VideoICL: Confidence-based Iterative In-context Learning for
  Out-of-Distribution Video Understanding
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video UnderstandingComputer Vision and Pattern Recognition (CVPR), 2024
Kangsan Kim
G. Park
Youngwan Lee
Woongyeong Yeo
Sung Ju Hwang
336
11
0
03 Dec 2024
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval
  and Grounding
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and GroundingIEEE transactions on multimedia (IEEE TMM), 2024
Ming Wang
Huafeng Li
Yafei Zhang
Jinxing Li
Minghong Xie
Dapeng Tao
AI4TS
263
4
0
26 Nov 2024
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search
Shuyu Yang
Yaxiong Wang
Li Zhu
Zhedong Zheng
560
10
0
26 Nov 2024
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under Occlusions
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under Occlusions
Guanyu Zhou
Xiaohan Yu
Wenxin Huang
Xuemei Jia
Zhuo Zhou
Chia-Wen Lin
CML
399
1
0
24 Nov 2024
Privacy-Preserving Video Anomaly Detection: A Survey
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
524
11
0
21 Nov 2024
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development
Ranjan Sapkota
Achyut Paudel
Manoj Karkee
SyDa
460
9
0
18 Nov 2024
TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City SurveillanceVisual Communications and Image Processing (VCIP), 2024
Erkut Akdag
Egor Bondarev
Peter H. N. de With
396
3
0
17 Nov 2024
Anomaly Detection for People with Visual Impairments Using an Egocentric 360-Degree CameraIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Inpyo Song
Sanghyeon Lee
Minjun Joo
Jangwon Lee
344
5
0
17 Nov 2024
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel LevelComputer Vision and Pattern Recognition (CVPR), 2024
Andong Deng
Tongjia Chen
Shoubin Yu
Taojiannan Yang
Lincoln Spencer
Yapeng Tian
Lin Wang
Joey Tianyi Zhou
Chen Chen
LRM
393
9
0
15 Nov 2024
Weakly-Supervised Anomaly Detection in Surveillance Videos Based on
  Two-Stream I3D Convolution Network
Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network
Sareh Nejad
Anwar Haque
181
6
0
13 Nov 2024
Utilisation of Vision Systems and Digital Twin for Maintaining
  Cleanliness in Public Spaces
Utilisation of Vision Systems and Digital Twin for Maintaining Cleanliness in Public Spaces
Mateusz Wasala
Krzysztof Blachut
Hubert Szolc
M. Kowalczyk
Michal Danilowicz
T. Kryjak
153
0
0
08 Nov 2024
Identifying Spatio-Temporal Drivers of Extreme Events
Identifying Spatio-Temporal Drivers of Extreme EventsNeural Information Processing Systems (NeurIPS), 2024
Mohamad Hakam Shams Eddin
Juergen Gall
AI4TS
301
0
0
31 Oct 2024
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection
  and Natural Language Interpretation
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language InterpretationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Ryozo Masukawa
Sanggeon Yun
Yoshiki Yamaguchi
Mohsen Imani
150
4
0
30 Oct 2024
From Explicit Rules to Implicit Reasoning in an Interpretable Violence
  Monitoring System
From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System
Wen-Dong Jiang
Chih-Yung Chang
Ssu-Chi Kuai
Diptendu Sinha Roy
363
0
0
29 Oct 2024
VARS: Vision-based Assessment of Risk in Security Systems
VARS: Vision-based Assessment of Risk in Security Systems
Pranav Gupta
Pratham Gohil
Sridhar S
166
0
0
25 Oct 2024
Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs.
  Performance
Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs. Performance
M. Asres
Lei Jiao
C. Omlin
211
0
0
24 Oct 2024
Real time anomalies detection on video
Real time anomalies detection on video
Fabien Poirier
AI4TS
48
0
0
23 Oct 2024
Distributed Intelligent Video Surveillance for Early Armed Robbery
  Detection based on Deep Learning
Distributed Intelligent Video Surveillance for Early Armed Robbery Detection based on Deep LearningSIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2024
Sergio Fernandez-Testa
Edwin Salcedo
130
2
0
13 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive
  Survey
Text Classification using Graph Convolutional Networks: A Comprehensive SurveyACM Computing Surveys (ACM CSUR), 2024
Syed Mustafa Haider Rizvi
Ramsha Imran
Arif Mahmood
GNNOODFaML
203
10
0
12 Oct 2024
MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos
MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance VideosInternational Conference on Machine Vision (ICMV), 2024
Yiling Zhang
Erkut Akdag
Egor Bondarev
Peter H. N. de With
AI4TSViT
201
6
0
08 Oct 2024
Optimising for the Unknown: Domain Alignment for Cephalometric Landmark
  Detection
Optimising for the Unknown: Domain Alignment for Cephalometric Landmark Detection
Julian Wyatt
Irina Voiculescu
191
10
0
06 Oct 2024
ViDAS: Vision-based Danger Assessment and Scoring
ViDAS: Vision-based Danger Assessment and ScoringIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2024
Pranav Gupta
Advith Krishnan
Naman Nanda
Ananth Eswar
Deeksha Agarwal
Pratham Gohil
Pratyush Goel
206
3
0
01 Oct 2024
CycleCrash: A Dataset of Bicycle Collision Videos for Collision
  Prediction and Analysis
CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and AnalysisIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Nishq Poorav Desai
Ali Etemad
Michael A. Greenspan
312
4
0
30 Sep 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection
Vision-Language Models Assisted Unsupervised Video Anomaly Detection
Yalong Jiang
Liquan Mao
309
0
0
21 Sep 2024
Deep Learning for Video Anomaly Detection: A Review
Deep Learning for Video Anomaly Detection: A Review
Peng Wu
Chengyu Pan
Yuting Yan
Guansong Pang
Peng Wang
Yanning Zhang
VLMAI4TS
221
32
0
09 Sep 2024
Unveiling Context-Related Anomalies: Knowledge Graph Empowered
  Decoupling of Scene and Action for Human-Related Video Anomaly Detection
Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection
Chenglizhao Chen
Xinyu Liu
Mengke Song
Luming Li
Xu Yu
Shanchen Pang
250
0
0
05 Sep 2024
Temporal Divide-and-Conquer Anomaly Actions Localization in
  Semi-Supervised Videos with Hierarchical Transformer
Temporal Divide-and-Conquer Anomaly Actions Localization in Semi-Supervised Videos with Hierarchical TransformerInternational Conference on Pattern Recognition (ICPR), 2024
Nada Osman
Marwan Torki
168
1
0
24 Aug 2024
Class-aware and Augmentation-free Contrastive Learning from Label
  Proportion
Class-aware and Augmentation-free Contrastive Learning from Label Proportion
Jialiang Wang
Ning Zhang
Hanmo Liu
Ruidong Wang
Lei Chen
151
0
0
13 Aug 2024
Weakly Supervised Video Anomaly Detection and Localization with
  Spatio-Temporal Prompts
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal PromptsACM Multimedia (MM), 2024
Peng Wu
Xuerong Zhou
Guansong Pang
Zhiwei Yang
Qingsen Yan
Peng Wang
Yanning Zhang
411
40
0
12 Aug 2024
FADE: A Dataset for Detecting Falling Objects around Buildings in Video
FADE: A Dataset for Detecting Falling Objects around Buildings in VideoIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Zhigang Tu
Zhengbo Zhang
Zitao Gao
Chunluan Zhou
J. Yuan
Bo Du
418
1
0
11 Aug 2024
What Matters in Autonomous Driving Anomaly Detection: A Weakly
  Supervised Horizon
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon
Utkarsh Tiwari
Snehashis Majhi
Michal Balazia
François Brémond
142
0
0
10 Aug 2024
Cross-Domain Learning for Video Anomaly Detection with Limited
  Supervision
Cross-Domain Learning for Video Anomaly Detection with Limited SupervisionEuropean Conference on Computer Vision (ECCV), 2024
Yashika Jain
Ali Dabouei
Min Xu
264
4
0
09 Aug 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
Atsuyuki Miyai
Jingkang Yang
Jingyang Zhang
Yifei Ming
Sisir Dhakal
...
Yixuan Li
Hai "Helen" Li
Ziwei Liu
Toshihiko Yamasaki
Kiyoharu Aizawa
367
30
0
31 Jul 2024
Occlusion-Aware 3D Motion Interpretation for Abnormal Behavior Detection
Occlusion-Aware 3D Motion Interpretation for Abnormal Behavior Detection
Su Li
Wang Liang
Jianye Wang
Ziheng Zhang
Lei Zhang
226
0
0
23 Jul 2024
Towards Open-World Object-based Anomaly Detection via Self-Supervised
  Outlier Synthesis
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis
Brian K. S. Isaac-Medina
Yona Falinie A. Gaus
Neelanjan Bhowmik
T. Breckon
199
6
0
22 Jul 2024
A Scalable and Generalized Deep Learning Framework for Anomaly Detection
  in Surveillance Videos
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos
Suwen Shi
Ziwei Huang
Haider K. Hoomod
Laith Alzubaidi
A. Saihood
Yu Li
AI4TS
247
9
0
17 Jul 2024
Weakly-supervised Autism Severity Assessment in Long Videos
Weakly-supervised Autism Severity Assessment in Long Videos
Abid Ali
Mahmoud Ali
J. Odobez
Camilla Barbini
Séverine Dubuisson
Francois Bremond
Susanne Thümmler
153
0
0
12 Jul 2024
Feasibility of Neural Radiance Fields for Crime Scene Video
  Reconstruction
Feasibility of Neural Radiance Fields for Crime Scene Video Reconstruction
Shariq Nadeem Malik
Min Hao Chee
Dayan Mario Anthony Perera
Chern Hong Lim
120
1
0
11 Jul 2024
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation
Sanggeon Yun
Ryozo Masukawa
Minhyoung Na
Mohsen Imani
364
15
0
27 Jun 2024
Expressive Keypoints for Skeleton-based Action Recognition via Skeleton
  Transformation
Expressive Keypoints for Skeleton-based Action Recognition via Skeleton Transformation
Yijie Yang
Jinlu Zhang
Jiaxu Zhang
Zhigang Tu
214
11
0
26 Jun 2024
Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via
  Multi-modal LLM
Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM
Huaxin Zhang
Xiaohao Xu
Xiang Wang
Jialong Zuo
Chuchu Han
Xiaonan Huang
Changxin Gao
Yuehuan Wang
Nong Sang
367
53
0
18 Jun 2024
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Rohit K Bharadwaj
Hanan Gani
Muzammal Naseer
Fahad Shahbaz Khan
Salman Khan
377
17
0
14 Jun 2024
VideoGPT+: Integrating Image and Video Encoders for Enhanced Video
  Understanding
VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding
Muhammad Maaz
H. Rasheed
Salman Khan
Fahad A Khan
VLMMLLM
259
102
0
13 Jun 2024
Using Deep Convolutional Neural Networks to Detect Rendered Glitches in
  Video Games
Using Deep Convolutional Neural Networks to Detect Rendered Glitches in Video Games
Carlos Garcia Ling
Konrad Tollmar
Linus Gisslén
179
19
0
12 Jun 2024
Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
Michele Mazzamuto
Antonino Furnari
Yoichi Sato
G. Farinella
EgoV
468
0
0
12 Jun 2024
SMART: Scene-motion-aware human action recognition framework for mental
  disorder group
SMART: Scene-motion-aware human action recognition framework for mental disorder groupIEEE Internet of Things Journal (IEEE IoT J.), 2024
Zengyuan Lai
Jiarui Yang
Songpengcheng Xia
Qi Wu
Zhen Sun
Wenxian Yu
Ling Pei
246
3
0
07 Jun 2024
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