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        AUTHOR = "Xu, C.T. and Xu, K. and Jiang, X.H. and Sun, T.F.",
        TITLE = "PLOVAD: Prompting Vision-Language Models for Open Vocabulary Video
Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5925-5938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214510"}

@article{bb219359,
        AUTHOR = "Anjali, S. and Don, S.",
        TITLE = "Generalised video anomaly detection: a systematic review",
        JOURNAL = IJCVR,
        VOLUME = "15",
        YEAR = "2025",
        NUMBER = "4",
        PAGES = "431-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214511"}

@article{bb219360,
        AUTHOR = "Chen, C.L. and Liu, X.Y. and Song, M.K. and Li, L. and Yuan, S.J. and Yu, X. and Pang, S.",
        TITLE = "Unveiling Context-Related Anomalies: Knowledge Graph Empowered
Decoupling of Scene and Action for Human-Related Video Anomaly
Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "8071-8085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214512"}

@article{bb219361,
        AUTHOR = "Kim, Y.J. and Kim, Y.G.",
        TITLE = "MPE: Multi-frame prediction error-based video anomaly detection
framework for robust anomaly inference",
        JOURNAL = PR,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "111595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214513"}

@article{bb219362,
        AUTHOR = "Huang, J. and Quan, W. and Li, X.",
        TITLE = "Visual anomaly detection algorithms: Development and Frontier review",
        JOURNAL = JVCIR,
        VOLUME = "112",
        YEAR = "2025",
        PAGES = "104585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214514"}

@inproceedings{bb219363,
        AUTHOR = "Li, F. and Liu, W.X. and Chen, J.J. and Zhang, R. and Wang, Y. and Zhong, X. and Wang, Z.",
        TITLE = "Anomize: Better Open Vocabulary Video Anomaly Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "29203-29212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214515"}

@inproceedings{bb219364,
        AUTHOR = "Zhang, H.X. and Xu, X.H. and Wang, X. and Zuo, J. and Huang, X.N. and Gao, C.X. and Zhang, S.J. and Yu, L. and Sang, N.",
        TITLE = "Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any
Granularity",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "13843-13853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214516"}

@inproceedings{bb219365,
        AUTHOR = "Huang, Y.Z. and Li, C.X. and Zhang, H.T. and Lin, Z.X. and Lin, Y.L. and Liu, H. and Li, W.Y. and Liu, X.Y. and Gao, J. and Huang, Y. and Ding, X.H. and Yuan, Y.X.",
        TITLE = "Track Any Anomalous Object: A Granular Video Anomaly Detection
Pipeline",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8689-8699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214517"}

@inproceedings{bb219366,
        AUTHOR = "Ye, M. and Liu, W. and He, P.",
        TITLE = "VERA: Explainable Video Anomaly Detection via Verbalized Learning of
Vision-Language Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8679-8688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214518"}

@inproceedings{bb219367,
        AUTHOR = "Hu, H. and Du, W.L. and Liao, P. and Wang, B. and Fan, S.Y.",
        TITLE = "Noise-Resistant Video Anomaly Detection via RGB Error-Guided
Multiscale Predictive Coding and Dynamic Memory",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19109-19119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214519"}

@inproceedings{bb219368,
        AUTHOR = "Gao, S. and Yang, P.P. and Huang, L.L.",
        TITLE = "Scene-Adaptive SVAD Based On Multi-Modal Action-Based Feature
Extraction",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "III: 329-346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214520"}

@inproceedings{bb219369,
        AUTHOR = "Ahn, S. and Jo, Y. and Lee, K. and Park, S.",
        TITLE = "Videopatchcore: An Effective Method to Memorize Normality for Video
Anomaly Detection",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "III: 312-328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214521"}

@inproceedings{bb219370,
        AUTHOR = "Tran, C.D. and Pham, L.H. and Tran, D.N.N. and Ho, Q.P.N. and Jeon, J.W.",
        TITLE = "Dual Memory Networks Guided Reverse Distillation for Unsupervised
Anomaly Detection",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "VI: 361-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214522"}

@inproceedings{bb219371,
        AUTHOR = "Shi, H.Y. and Wang, L. and Zhou, S.P. and Hua, G. and Tang, W.",
        TITLE = "Learning Anomalies with Normality Prior for Unsupervised Video Anomaly
Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "VI: 163-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214523"}

@inproceedings{bb219372,
        AUTHOR = "Nie, Y.W. and Huang, H. and Long, C.J. and Zhang, Q. and Maji, P. and Cai, H.M.",
        TITLE = "Interleaving One-class and Weakly-supervised Models with Adaptive
Thresholding for Unsupervised Video Anomaly Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXX: 449-467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214524"}

@inproceedings{bb219373,
        AUTHOR = "Jain, Y. and Dabouei, A. and Xu, M.",
        TITLE = "Cross-domain Learning for Video Anomaly Detection with Limited
Supervision",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXX: 468-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214525"}

@inproceedings{bb219374,
        AUTHOR = "Yao, X.C. and Li, R. and Qian, Z.F. and Wang, L. and Zhang, C.Y.",
        TITLE = "Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified
Anomaly Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXII: 92-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214526"}

@inproceedings{bb219375,
        AUTHOR = "Liu, C. and Chu, Y.M. and Hsieh, T.I. and Chen, H.T. and Liu, T.L.",
        TITLE = "Learning Diffusion Models for Multi-view Anomaly Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIII: 328-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214527"}

@inproceedings{bb219376,
        AUTHOR = "Fucka, M. and Zavrtanik, V. and Skocaj, D.",
        TITLE = "Transfusion: A Transparency-based Diffusion Model for Anomaly
Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXV: 91-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214528"}

@inproceedings{bb219377,
        AUTHOR = "Qi, F. and Pan, R.J. and Zhang, H.W. and Xu, C.S.",
        TITLE = "Fedvad: Enhancing Federated Video Anomaly Detection with GPT-driven
Semantic Distillation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIII: 234-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214529"}

@inproceedings{bb219378,
        AUTHOR = "McIntosh, D. and Albu, A.B.",
        TITLE = "Unsupervised, Online and On-the-fly Anomaly Detection for
Non-stationary Image Distributions",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXI: 428-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214530"}

@inproceedings{bb219379,
        AUTHOR = "Yang, Z.W. and Liu, J. and Wu, P.",
        TITLE = "Text Prompt with Normality Guidance for Weakly Supervised Video
Anomaly Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18899-18908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214531"}

@inproceedings{bb219380,
        AUTHOR = "Chen, J.X. and Li, L. and Su, L. and Zha, Z.J. and Huang, Q.M.",
        TITLE = "Prompt-Enhanced Multiple Instance Learning for Weakly Supervised
Video Anomaly Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18319-18329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214532"}

@inproceedings{bb219381,
        AUTHOR = "Wu, P. and Zhou, X.R. and Pang, G.S. and Sun, Y.J. and Liu, J. and Wang, P. and Zhang, Y.N.",
        TITLE = "Open-Vocabulary Video Anomaly Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18297-18307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214533"}

@inproceedings{bb219382,
        AUTHOR = "Zhang, M.H. and Wang, J.Y. and Qi, Q. and Sun, H.F. and Zhuang, Z. and Ren, P.F. and Ma, R.L. and Liao, J.X.",
        TITLE = "Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal
Representation Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "17385-17394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214534"}

@inproceedings{bb219383,
        AUTHOR = "Ristea, N.C. and Croitoru, F.A. and Ionescu, R.T. and Popescu, M. and Khan, F.S. and Shah, M.",
        TITLE = "Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly
Detectors",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "15984-15995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214535"}

@inproceedings{bb219384,
        AUTHOR = "Zanella, L. and Menapace, W. and Mancini, M. and Wang, Y.M. and Ricci, E.",
        TITLE = "Harnessing Large Language Models for Training-Free Video Anomaly
Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18527-18536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214536"}

@inproceedings{bb219385,
        AUTHOR = "Du, H. and Zhang, S.C. and Xie, B.Z. and Nan, G.S. and Zhang, J.Y. and Xu, J.R. and Liu, H. and Leng, S. and Liu, J.M. and Fan, H. and Huang, D. and Feng, J. and Chen, L. and Zhang, C. and Li, X. and Zhang, H. and Chen, J.H. and Cui, Q. and Tao, X.F.",
        TITLE = "Uncovering what, why and How: A Comprehensive Benchmark for Causation
Understanding of Video Anomaly",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18793-18803",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214537"}

@inproceedings{bb219386,
        AUTHOR = "Micorek, J. and Possegger, H. and Narnhofer, D. and Bischof, H. and Kozinski, M.",
        TITLE = "MULDE: Multiscale Log-Density Estimation via Denoising Score Matching
for Video Anomaly Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18868-18877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214538"}

@inproceedings{bb219387,
        AUTHOR = "Ghadiya, A. and Kar, P. and Chudasama, V. and Wasnik, P.",
        TITLE = "Cross-Modal Fusion and Attention Mechanism for Weakly Supervised
Video Anomaly Detection",
        BOOKTITLE = MULA24,
        YEAR = "2024",
        PAGES = "1965-1974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214539"}

@inproceedings{bb219388,
        AUTHOR = "Rai, A.K. and Krishna, T. and Hu, F. and Drimbarean, A. and McGuinness, K. and Smeaton, A.F. and O'Connor, N.E.",
        TITLE = "Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation:
A Unified Approach",
        BOOKTITLE = VAND24,
        YEAR = "2024",
        PAGES = "3887-3899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214540"}

@inproceedings{bb219389,
        AUTHOR = "Lappas, D. and Argyriou, V. and Makris, D.",
        TITLE = "Dynamic Distinction Learning: Adaptive Pseudo Anomalies for Video
Anomaly Detection",
        BOOKTITLE = VAND24,
        YEAR = "2024",
        PAGES = "3961-3970",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214541"}

@inproceedings{bb219390,
        AUTHOR = "Singh, A. and Jones, M.J. and Learned Miller, E.G.",
        TITLE = "Tracklet-based Explainable Video Anomaly Localization",
        BOOKTITLE = VAND24,
        YEAR = "2024",
        PAGES = "3992-4001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214542"}

@inproceedings{bb219391,
        AUTHOR = "Yang, Z.Y. and Radke, R.J.",
        TITLE = "Context-aware Video Anomaly Detection in Long-Term Datasets",
        BOOKTITLE = VAND24,
        YEAR = "2024",
        PAGES = "4002-4011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214543"}

@inproceedings{bb219392,
        AUTHOR = "Yao, S. and Noghre, G.A. and Pazho, A.D. and Tabkhi, H.",
        TITLE = "Evaluating the Effectiveness of Video Anomaly Detection in the Wild
Online Learning and Inference for Real-world Deployment",
        BOOKTITLE = ABAW24,
        YEAR = "2024",
        PAGES = "4832-4841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214544"}

@inproceedings{bb219393,
        AUTHOR = "Hafeez, M.A. and Javed, S. and Madden, M. and Ullah, I.",
        TITLE = "Unsupervised End-to-End Transformer based approach for Video Anomaly
Detection",
        BOOKTITLE = IVCNZ23,
        YEAR = "2023",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214545"}

@inproceedings{bb219394,
        AUTHOR = "Chen, W.L. and Ma, K.T. and Yew, Z.J. and Hur, M. and Khoo, D.A.A.",
        TITLE = "TEVAD: Improved video anomaly detection with captions",
        BOOKTITLE = ODRUM23,
        YEAR = "2023",
        PAGES = "5549-5559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214546"}

@inproceedings{bb219395,
        AUTHOR = "Kobayashi, S. and Hizukuri, A. and Nakayama, R.",
        TITLE = "Video Anomaly Detection Using Encoder-Decoder Networks with Video
Vision Transformer and Channel Attention Blocks",
        BOOKTITLE = MVA23,
        YEAR = "2023",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214547"}

@inproceedings{bb219396,
        AUTHOR = "Yan, C. and Zhang, S.Y. and Liu, Y. and Pang, G.S. and Wang, W.J.",
        TITLE = "Feature Prediction Diffusion Model for Video Anomaly Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5504-5514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214548"}

@inproceedings{bb219397,
        AUTHOR = "Fioresi, J. and Dave, I.R. and Shah, M.",
        TITLE = "TeD-SPAD: Temporal Distinctiveness for Self-supervised
Privacy-preservation for video Anomaly Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "13552-13563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214549"}

@inproceedings{bb219398,
        AUTHOR = "Flaborea, A. and Collorone, L. and d'Amely di Melendugno, G.M. and d'Arrigo, S. and Prenkaj, B. and Galasso, F.",
        TITLE = "Multimodal Motion Conditioned Diffusion Model for Skeleton-based
Video Anomaly Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "10284-10295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214550"}

@inproceedings{bb219399,
        AUTHOR = "Tur, A.O. and Dall'Asen, N. and Beyan, C. and Ricci, E.",
        TITLE = "Unsupervised Video Anomaly Detection with Diffusion Models Conditioned
on Compact Motion Representations",
        BOOKTITLE = CIAP23,
        YEAR = "2023",
        PAGES = "II:49-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT214551"}