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
MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos Yiling Zhang Erkut Akdag Egor Bondarev Peter H. N. de With AI4TS ViT 29 1 0 08 Oct 2024
Optimising for the Unknown: Domain Alignment for Cephalometric Landmark Detection Julian Wyatt Irina Voiculescu 28 0 0 06 Oct 2024
ViDAS: Vision-based Danger Assessment and Scoring Pranav Gupta Advith Krishnan Naman Nanda Ananth Eswar Deeksha Agarwal Pratham Gohil Pratyush Goel 21 1 0 01 Oct 2024
CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and Analysis Nishq Poorav Desai Ali Etemad Michael A. Greenspan 40 0 0 30 Sep 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 28 0 0 21 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 48 6 0 09 Sep 2024
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 41 0 0 05 Sep 2024
Temporal Divide-and-Conquer Anomaly Actions Localization in Semi-Supervised Videos with Hierarchical Transformer Nada Osman Marwan Torki 23 1 0 24 Aug 2024
Class-aware and Augmentation-free Contrastive Learning from Label Proportion Jialiang Wang Ning Zhang Shimin Di Ruidong Wang Lei Chen 21 0 0 13 Aug 2024
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts Peng Wu Xuerong Zhou Guansong Pang Zhiwei Yang Qingsen Yan Peng Wang Yanning Zhang 35 9 0 12 Aug 2024
FADE: A Dataset for Detecting Falling Objects around Buildings in Video Zhigang Tu Zitao Gao Zhengbo Zhang Chunluan Zhou Junsong Yuan Bo Du 43 0 0 11 Aug 2024
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon Utkarsh Tiwari Snehashis Majhi Michal Balazia François Brémond 33 0 0 10 Aug 2024
Cross-Domain Learning for Video Anomaly Detection with Limited Supervision Yashika Jain Ali Dabouei Min Xu 27 1 0 09 Aug 2024
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 46 10 0 31 Jul 2024
Occlusion-Aware 3D Motion Interpretation for Abnormal Behavior Detection Su Li Wang Liang Jianye Wang Ziheng Zhang Lei Zhang 40 0 0 23 Jul 2024
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 28 2 0 22 Jul 2024
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 19 3 0 17 Jul 2024
Weakly-supervised Autism Severity Assessment in Long Videos Abid Ali Mahmoud Ali J. Odobez Camilla Barbini Séverine Dubuisson Francois Bremond Susanne Thümmler 25 0 0 12 Jul 2024
Feasibility of Neural Radiance Fields for Crime Scene Video Reconstruction Shariq Nadeem Malik Min Hao Chee Dayan Mario Anthony Perera Chern Hong Lim 26 0 0 11 Jul 2024
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation Sanggeon Yun Ryozo Masukawa Minhyoung Na Mohsen Imani 38 6 0 27 Jun 2024
Expressive Keypoints for Skeleton-based Action Recognition via Skeleton Transformation Yijie Yang Jinlu Zhang Jiaxu Zhang Zhigang Tu 35 5 0 26 Jun 2024
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 60 16 0 18 Jun 2024
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs Rohit K Bharadwaj Hanan Gani Muzammal Naseer Fahad Shahbaz Khan Salman Khan 67 3 0 14 Jun 2024
VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding Muhammad Maaz H. Rasheed Salman Khan Fahad A Khan VLM MLLM 40 51 0 13 Jun 2024
Eyes Wide Unshut: Unsupervised Mistake Detection in Egocentric Procedural Video by Detecting Unpredictable Gaze Michele Mazzamuto Antonino Furnari G. Farinella EgoV 36 0 0 12 Jun 2024
Using Deep Convolutional Neural Networks to Detect Rendered Glitches in Video Games Carlos Garcia Ling Konrad Tollmar Linus Gisslén 48 18 0 12 Jun 2024
SMART: Scene-motion-aware human action recognition framework for mental disorder group Zengyuan Lai Jiarui Yang Songpengcheng Xia Qi Wu Zhen Sun Wenxian Yu Ling Pei 61 2 0 07 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 23 0 0 05 Jun 2024
Video Anomaly Detection in 10 Years: A Survey and Outlook Moshira Abdalla Sajid Javed Muaz Al Radi Anwaar Ulhaq Naoufel Werghi 40 2 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 40 9 0 27 May 2024
Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection Yifeng Peng Xinyi Li Zhiding Liang Ying Wang 44 0 0 25 May 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies Marcella Astrid Muhammad Zaigham Zaheer Djamila Aouada Seung-Ik Lee AAML 43 1 0 09 May 2024
Multi-scale Bottleneck Transformer for Weakly Supervised Multimodal Violence Detection Shengyang Sun Xiaojin Gong 18 4 0 08 May 2024
Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation Pei Liu Luping Ji EDL 29 4 0 07 May 2024
JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos Pietro Nardelli Danilo Comminiello 32 0 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 34 16 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 32 0 0 27 Apr 2024
IPAD: Industrial Process Anomaly Detection Dataset Jinfan Liu Yichao Yan Junjie Li Weiming Zhao Pengzhi Chu Xingdong Sheng Yunhui Liu Xiaokang Yang 43 0 0 23 Apr 2024
uTRAND: Unsupervised Anomaly Detection in Traffic Trajectories Giacomo DÁmicantonio Egor Bondarau Peter H. N. de With AI4TS 55 0 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 70 15 0 15 Apr 2024
Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection Zhiwei Yang Jing Liu Peng Wu 42 17 0 12 Apr 2024
Beyond the Known: Adversarial Autoencoders in Novelty Detection Muhammad Asad Ihsan Ullah Ganesh Sistu Michael G. Madden AAML UQCV 24 0 0 06 Apr 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection Luca Zanella Willi Menapace Massimiliano Mancini Yiming Wang Elisa Ricci VLM 32 20 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 35 8 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 28 0 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 18 6 0 21 Mar 2024
Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection Xincheng Yao Ruoqing Li Zefeng Qian Lu Wang Chongyang Zhang 22 9 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 44 2 0 19 Mar 2024
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Ali Karami Thi Kieu Khanh Ho Narges Armanfard DiffM 31 4 0 18 Mar 2024