Real-world Anomaly Detection in Surveillance Videos

12 January 2018

Chen Chen

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

50 / 441 papers shown

Title
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 15 0 0 19 May 2025
Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt Bin-Bin Gao 37 4 0 14 May 2025
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning Bin-Bin Gao VLM 25 0 0 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 26 0 0 09 May 2025
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 63 0 0 05 May 2025
ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications Tao Zhu Qi Yu Xinru Dong Shiyu Li Yue Liu Jinlong Jiang Lei Shu 27 0 0 04 May 2025
Shopformer: Transformer-Based Framework for Detecting Shoplifting via Human Pose Narges Rashvand Ghazal Alinezhad Noghre Armin Danesh Pazho B. R. Ardabili Hamed Tabkhi ViT 37 0 0 28 Apr 2025
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 38 1 0 20 Apr 2025
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model Zongcan Ding Han Zhang Peng Wu Guansong Pang Zhiwei Yang Peng Wang Yujie Zhang 37 0 0 14 Apr 2025
AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection Peng Wu Wanshun Su Guansong Pang Yujia Sun Qingsen Yan Peng Wang Yujie Zhang VLM 55 0 0 06 Apr 2025
Anomize: Better Open Vocabulary Video Anomaly Detection Fei Li Wenxuan Liu Jintai Chen Ruixu Zhang Yansen Wang Xian Zhong Zheng Wang 53 0 0 23 Mar 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks Yuanbin Qian Shuhan Ye Chong Wang Xiaojie Cai Jiangbo Qian Xiaogang Xu 58 0 0 17 Mar 2025
Language-guided Open-world Video Anomaly Detection Zihao Liu Xiaoyu Wu Jianqin Wu Xuxu Wang Linlin Yang 63 0 0 17 Mar 2025
Hoi2Anomaly: An Explainable Anomaly Detection Approach Guided by Human-Object Interaction Yuhan Wang Cheng Liu Daou Zhang Weichao Wu 41 0 0 13 Mar 2025
STEAD: Spatio-Temporal Efficient Anomaly Detection for Time and Compute Sensitive Applications Andrew Gao Jun Liu AI4TS 58 0 0 11 Mar 2025
Sherlock: Towards Multi-scene Video Abnormal Event Extraction and Localization via a Global-local Spatial-sensitive LLM Junxiao Ma Jingjing Wang Jiamin Luo Peiying Yu Guodong Zhou 41 0 0 26 Feb 2025
DiffFake: Exposing Deepfakes using Differential Anomaly Detection Sotirios Stamnas Victor Sanchez 48 1 0 22 Feb 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey Ruiyao Xu Kaize Ding 63 5 0 17 Feb 2025
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection Yiyue Li Shaoting Zhang Kang Li Qicheng Lao 79 0 0 03 Feb 2025
Autoencoders for Anomaly Detection are Unreliable Roel Bouman Tom Heskes 43 1 0 23 Jan 2025
Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Yaxuan Wang Hao Cheng Jing Xiong Qingsong Wen Han Jia Ruixuan Song Li Zhang Zhaowei Zhu Yang Liu AI4TS 58 1 0 21 Jan 2025
ComplexVAD: Detecting Interaction Anomalies in Video Furkan Mumcu Michael J. Jones Yasin Yilmaz A. Cherian 50 0 0 17 Jan 2025
Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark Narges Rashvand Ghazal Alinezhad Noghre Armin Danesh Pazho S. Yao Hamed Tabkhi 44 1 0 11 Jan 2025
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT Wen-Dong Jiang Chih-Yung Chang Diptendu Sinha Roy 40 0 0 07 Jan 2025
MLVU: Benchmarking Multi-task Long Video Understanding Yueze Wang Yan Shu Bo Zhao Boya Wu Junjie Zhou ... Xi Yang Y. Xiong Bo Zhang Tiejun Huang Zheng Liu VLM 58 11 0 03 Jan 2025
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 46 0 0 31 Dec 2024
Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection Ayush Ghadiya P. Kar Vishal M. Chudasama Pankaj Wasnik 48 1 0 31 Dec 2024
Action-Agnostic Point-Level Supervision for Temporal Action Detection Shuhei M. Yoshida Takashi Shibata M. Terao Takayuki Okatani Masashi Sugiyama 39 0 0 31 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 98 1 0 04 Dec 2024
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection Xiaofeng Tan Hongsong Wang Xin Geng Liang Wang DiffM AAML VGen 88 0 0 04 Dec 2024
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding Kangsan Kim G. Park Youngwan Lee Woongyeong Yeo Sung Ju Hwang 97 3 0 03 Dec 2024
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey Wei Zhou Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 73 0 0 30 Nov 2024
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding Ming Wang Huafeng Li Yafei Zhang Jinxing Li Minghong Xie Dapeng Tao AI4TS 72 2 0 26 Nov 2024
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search Shuyu Yang Yaxiong Wang Li Zhu Zhedong Zheng 98 2 0 26 Nov 2024
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under Occlusions Guanyu Zhou Xiaohan Yu Wenxin Huang Xuemei Jia Xian Zhong Chia-Wen Lin CML 81 0 0 24 Nov 2024
Privacy-Preserving Video Anomaly Detection: A Survey Jing Liu Yang Liu Xiaoguang Zhu 97 2 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 66 7 0 18 Nov 2024
TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance Erkut Akdag Egor Bondarev Peter H. N. de With 31 0 0 17 Nov 2024
Anomaly Detection for People with Visual Impairments Using an Egocentric 360-Degree Camera Inpyo Song Sanghyeon Lee Minjun Joo Jangwon Lee 46 0 0 17 Nov 2024
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level Andong Deng Tongjia Chen Shoubin Yu Taojiannan Yang Lincoln Spencer Yapeng Tian Ajmal Mian Joey Tianyi Zhou Chen Chen LRM 68 1 0 15 Nov 2024
Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network Sareh Nejad Anwar Haque 21 1 0 13 Nov 2024
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 24 0 0 08 Nov 2024
Identifying Spatio-Temporal Drivers of Extreme Events Mohamad Hakam Shams Eddin Juergen Gall AI4TS 53 0 0 31 Oct 2024
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation Ryozo Masukawa Sanggeon Yun Yoshiki Yamaguchi Mohsen Imani 28 0 0 30 Oct 2024
From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System Wen-Dong Jiang Chih-Yung Chang Ssu-Chi Kuai Diptendu Sinha Roy 48 0 0 29 Oct 2024
VARS: Vision-based Assessment of Risk in Security Systems Pranav Gupta Pratham Gohil Sridhar S 29 0 0 25 Oct 2024
Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs. Performance M. Asres Lei Jiao C. Omlin 36 0 0 24 Oct 2024
Real time anomalies detection on video Fabien Poirier AI4TS 17 0 0 23 Oct 2024
Distributed Intelligent Video Surveillance for Early Armed Robbery Detection based on Deep Learning Sergio Fernandez-Testa Edwin Salcedo 18 1 0 13 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive Survey Syed Mustafa Haider Rizvi Ramsha Imran Arif Mahmood GNN OOD FaML 26 0 0 12 Oct 2024