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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
Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning
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Zhiting Fan
Tianze Luo
Heqing Zou
Zhaopeng Feng
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Hansheng Zhang
Zhuochen Wang
Zuozhu Liu
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164
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24 Jul 2025
HiProbe-VAD: Video Anomaly Detection via Hidden States Probing in Tuning-Free Multimodal LLMs
Zhaolin Cai
Fan Li
Ziwei Zheng
Yanjun Qin
154
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23 Jul 2025
MoViAD: A Modular Library for Visual Anomaly Detection
Manuel Barusco
Francesco Borsatti
Arianna Stropeni
Davide Dalle Pezze
Gian Antonio Susto
VGen
203
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16 Jul 2025
evMLP: An Efficient Event-Driven MLP Architecture for Vision
Zhentan Zheng
VLM
241
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02 Jul 2025
Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges
Sanjeda Akter
Ibne Farabi Shihab
Anuj Sharma
VLM
303
2
0
02 Jul 2025
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey
ACM Computing Surveys (ACM CSUR), 2024
Wei Zhou
Lei Zhao
Lei Zhao
Runyu Zhang
Yifan Cui
Hongpu Huang
Kun Qie
Chen Wang
AI4TS
500
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01 Jul 2025
Sequential keypoint density estimator: an overlooked baseline of skeleton-based video anomaly detection
Anja Delić
Matej Grcić
Sinisa Segvic
190
2
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23 Jun 2025
Learning Event Completeness for Weakly Supervised Video Anomaly Detection
Yu Wang
Shiwei Chen
224
1
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16 Jun 2025
SmartHome-Bench: A Comprehensive Benchmark for Video Anomaly Detection in Smart Homes Using Multi-Modal Large Language Models
Xinyi Zhao
Congjing Zhang
Pei Guo
Wei Li
Lin Chen
Chaoyue Zhao
Shuai Huang
192
2
0
15 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
245
5
0
11 Jun 2025
WWAggr: A Window Wasserstein-based Aggregation for Ensemble Change Point Detection
Alexander Stepikin
Galina Boeva
Alexey Zaytsev
308
0
0
09 Jun 2025
Towards Scalable Video Anomaly Retrieval: A Synthetic Video-Text Benchmark
Shuyu Yang
Yilun Wang
Yaxiong Wang
Li Zhu
Zhedong Zheng
VGen
187
1
0
02 Jun 2025
VAU-R1: Advancing Video Anomaly Understanding via Reinforcement Fine-Tuning
Liyun Zhu
Qixiang Chen
Xi Shen
Xiaodong Cun
AI4TS
LRM
227
7
0
29 May 2025
DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios
Dimitrios Kollias
Damith Chamalke Senadeera
Jianian Zheng
Kaushal K. K. Yadav
Greg Slabaugh
Muhammad Awais
Xiaoyun Yang
VGen
155
5
0
29 May 2025
MObyGaze: a film dataset of multimodal objectification densely annotated by experts
Julie Tores
Elisa Ancarani
L. Sassatelli
Hui-Yin Wu
Clement Bergman
...
F. Precioso
Thierry Devars
Magali Guaresi
Virginie Julliard
Sarah Lecossais
DiffM
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162
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28 May 2025
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought
Chao Huang
Benfeng Wang
Jie Wen
Chengliang Liu
Wei Wang
Li Shen
Xiaochun Cao
LRM
296
6
0
26 May 2025
The Role of Video Generation in Enhancing Data-Limited Action Understanding
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Wei Li
Dezhao Luo
Dongbao Yang
Zhenhang Li
Weiping Wang
Can Ma
DiffM
VGen
614
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26 May 2025
Rethinking Metrics and Benchmarks of Video Anomaly Detection
Zihao Liu
Xiaoyu Wu
Wenna Li
Linlin Yang
Shengjin Wang
228
0
0
25 May 2025
Dual Branch VideoMamba with Gated Class Token Fusion for Violence Detection
Damith Chamalke Senadeera
Xiaoyun Yang
Shibo Li
Muhammad Awais
Dimitrios Kollias
Gregory G. Slabaugh
Mamba
221
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23 May 2025
Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration
Yuetong Liu
Yunqiu Xu
Yang Wei
Xiuli Bi
Bin Xiao
294
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22 May 2025
SurveillanceVQA-589K: A Benchmark for Comprehensive Surveillance Video-Language Understanding with Large Models
Bo Liu
Pengfei Qiao
Minhan Ma
Xuange Zhang
Yinan Tang
Peng Xu
Kun Liu
Tongtong Yuan
258
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19 May 2025
Just Dance with
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Computer Vision and Pattern Recognition (CVPR), 2025
Snehashis Majhi
Giacomo DÁmicantonio
A. Dantcheva
Quan Kong
Lorenzo Garattoni
Gianpiero Francesca
Egor Bondarev
Francois Bremond
198
0
0
19 May 2025
Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt
European Conference on Computer Vision (ECCV), 2025
Bin-Bin Gao
286
16
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14 May 2025
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
Bin-Bin Gao
VLM
359
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14 May 2025
Predicting Diabetic Macular Edema Treatment Responses Using OCT: Dataset and Methods of APTOS Competition
Weiyi Zhang
Peranut Chotcomwongse
Yinwen Li
Pusheng Xu
Ruijie Yao
...
Shujun Wang
Yalin Zheng
M. He
Danli Shi
Paisan Ruamviboonsuk
184
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09 May 2025
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection
SungHeon Jeong
Jihong Park
Mohsen Imani
421
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05 May 2025
ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications
Tao Zhu
Qi Yu
Xinru Dong
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Yue Liu
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Lei Shu
371
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04 May 2025
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Narges Rashvand
Ghazal Alinezhad Noghre
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B. R. Ardabili
Hamed Tabkhi
ViT
234
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28 Apr 2025
PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance
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Jiaxu Leng
Zhanjie Wu
Jiaxu Leng
Mengjingcheng Mo
Jiankang Zheng
Qingqing Li
Ji Gan
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57
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26 Apr 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
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Victor Sanchez
497
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SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model
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Han Zhang
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Zhiwei Yang
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Yujiao Shi
238
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14 Apr 2025
AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection
Peng Wu
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Guansong Pang
Yujia Sun
Qingsen Yan
Peng Wang
Yujiao Shi
VLM
315
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06 Apr 2025
Anomize: Better Open Vocabulary Video Anomaly Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Fei Li
Wenxuan Liu
Jintai Chen
Ruixu Zhang
Longji Xu
Zhuo Zhou
Zheng Wang
316
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23 Mar 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yuanbin Qian
Shuhan Ye
Chong Wang
Xiaojie Cai
Jiangbo Qian
Yan Han
227
9
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17 Mar 2025
Language-guided Open-world Video Anomaly Detection under Weak Supervision
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Xiaoyu Wu
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Xuxu Wang
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245
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Hoi2Threat: An Interpretable Threat Detection Method for Human Violence Scenarios Guided by Human-Object Interaction
Yuhan Wang
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Daou Zhang
Zihan Zhao
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Purui Dong
Zuyuan Yu
Ziru Wang
Weichao Wu
371
0
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STEAD: Spatio-Temporal Efficient Anomaly Detection for Time and Compute Sensitive Applications
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AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM
Sunghyun Ahn
Youngwan Jo
Kijung Lee
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381
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Sherlock: Towards Multi-scene Video Abnormal Event Extraction and Localization via a Global-local Spatial-sensitive LLM
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Jiamin Luo
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327
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DiffFake: Exposing Deepfakes using Differential Anomaly Detection
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One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
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Jing Xiong
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Han Jia
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Yueze Wang
Yan Shu
Bo Zhao
Boya Wu
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Bo Zhang
Tiejun Huang
Zheng Liu
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Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection
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P. Kar
Vishal M. Chudasama
Pankaj Wasnik
355
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Shuhei M. Yoshida
Takashi Shibata
M. Terao
Takayuki Okatani
Masashi Sugiyama
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