@article{bb229100,
AUTHOR = "Yang, Q.Y. and Wang, C.X. and Liu, P. and Jiang, Z. and Li, J.J.",
TITLE = "Video Anomaly Detection via self-supervised and spatio-temporal proxy
tasks learning",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111021",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224182"}
@article{bb229101,
AUTHOR = "Zanella, L. and Liberatori, B. and Menapace, W. and Poiesi, F. and Wang, Y.M. and Ricci, E.",
TITLE = "Delving into CLIP latent space for Video Anomaly Recognition",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104163",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224183"}
@article{bb229102,
AUTHOR = "Cao, C.Q. and Zhang, H. and Lu, Y. and Wang, P. and Zhang, Y.N.",
TITLE = "Scene-Dependent Prediction in Latent Space for Video Anomaly
Detection and Anticipation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "224-239",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224184"}
@article{bb229103,
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#TT224185"}
@article{bb229104,
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#TT224186"}
@article{bb229105,
AUTHOR = "Pitchandi, P. and Sadu, V.B. and Kalaipoonguzhali, V. and Arivukarasi, M.",
TITLE = "A novel video anomaly detection using hybrid sand cat Swarm
optimization with backpropagation neural network by UCSD Ped 1
dataset",
JOURNAL = JVCIR,
VOLUME = "108",
YEAR = "2025",
PAGES = "104414",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224187"}
@article{bb229106,
AUTHOR = "Han, X.S. and Wang, X. and Liu, W. and Ye, L.P. and Xu, X.",
TITLE = "Retrieving and Reasoning: Multivariate Feature and Attribute
Cooperation for Video Anomaly Detection",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1595-1599",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224188"}
@article{bb229107,
AUTHOR = "Yang, Z. and Wang, G.D. and Guo, Y.F. and Bao, X. and Huang, D.",
TITLE = "Anomaly-aware self-supervised feature learning for weakly supervised
video anomaly detection",
JOURNAL = CVIU,
VOLUME = "257",
YEAR = "2025",
PAGES = "104379",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224189"}
@article{bb229108,
AUTHOR = "Kim, J. and Cho, S.B.",
TITLE = "Unsupervised video anomaly detection by memory network with
autoencoders in euclidean and non-euclidean spaces",
JOURNAL = PR,
VOLUME = "167",
YEAR = "2025",
PAGES = "111759",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224190"}
@article{bb229109,
AUTHOR = "Liu, J. and Liu, Y. and Lin, J. and Li, J.L. and Cao, L. and Sun, P. and Hu, B. and Song, L. and Boukerche, A. and Leung, V.C.M.",
TITLE = "Networking Systems for Video Anomaly Detection: A Tutorial and Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2025",
NUMBER = "10",
MONTH = "May",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224191"}
@article{bb229110,
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#TT224192"}
@article{bb229111,
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#TT224193"}
@article{bb229112,
AUTHOR = "Wang, X. and Wu, X.Y. and Liu, Z.",
TITLE = "Enhancing Video Anomaly Understanding via Multi-Task Instruction
Tuning",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4359-4363",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224194"}
@article{bb229113,
AUTHOR = "Luo, Z.M. and Huang, S. and Yang, K. and Gao, J.Z. and Li, S.",
TITLE = "FADMB: Fully attention-based dual memory bank network for weakly
supervised video anomaly detection",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112288",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224195"}
@article{bb229114,
AUTHOR = "Hu, Y. and Zhong, Y.H. and Li, J. and Wang, X.",
TITLE = "Learning multiscale residual prototypes and global-local
correspondence for video anomaly detection",
JOURNAL = CVIU,
VOLUME = "262",
YEAR = "2025",
PAGES = "104524",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224196"}
@article{bb229115,
AUTHOR = "Li, Q. and Gu, P. and Gao, X.P. and Bhanu, B.",
TITLE = "TSMnet: Two-step separation pipeline based on threshold shrinkage
memory network for weakly-supervised video anomaly detection",
JOURNAL = PRL,
VOLUME = "199",
YEAR = "2026",
PAGES = "13-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224197"}
@article{bb229116,
AUTHOR = "Chen, P.Z. and Du, S.D. and Zhao, X.L. and Hu, J. and Li, J.J. and Li, T.R.",
TITLE = "DCTFormer: A Dual-Branch Transformer With Cloze Tests for Video
Anomaly Detection",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9022-9032",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224198"}
@article{bb229117,
AUTHOR = "Luo, W. and Xing, P. and Cao, Y. and Yao, H.M. and Shen, W.M. and Li, Z.C.",
TITLE = "URA-Net: Uncertainty-Integrated Anomaly Perception and Restoration
Attention Network for Unsupervised Anomaly Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "2464-2477",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224199"}
@article{bb229118,
AUTHOR = "Nayak, R. and Pati, U.C. and Das, S.K.",
TITLE = "MGLA-DSNet: Multi-head global-local attention-enabled dual-stream
network for weakly supervised video anomaly detection",
JOURNAL = JVCIR,
VOLUME = "116",
YEAR = "2026",
PAGES = "104744",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224200"}
@article{bb229119,
AUTHOR = "Deng, J.X. and Liu, Y. and Li, C.G.",
TITLE = "Extended Graph Learning for Weakly Supervised Video Anomaly Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "3117-3130",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224201"}
@article{bb229120,
AUTHOR = "Li, Z. and Shi, C.R. and Sun, C. and Wu, Y.W.",
TITLE = "Robust video anomaly detection via causal feature-guided data
augmentation",
JOURNAL = CVIU,
VOLUME = "265",
YEAR = "2026",
PAGES = "104671",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224202"}
@article{bb229121,
AUTHOR = "He, P. and Gao, X.N. and Li, H.B.",
TITLE = "MG-TVMF: Multi-grained text-video matching and fusing for weakly
supervised video anomaly detection",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113201",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224203"}
@article{bb229122,
AUTHOR = "Wang, C.X. and Jiang, Z. and Deng, H.G. and Yan, C.J.",
TITLE = "A video anomaly detection framework based on semantic consistency and
multi-attribute feature complementarity",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112016",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224204"}
@article{bb229123,
AUTHOR = "Lyu, J.H. and Zhao, M.H. and Hu, J. and Xi, R.T. and Huang, X.W. and Du, S.L. and Shi, C. and Ma, T.",
TITLE = "Bidirectional skip-frame prediction for video anomaly detection with
intra-domain disparity-driven attention",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112010",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224205"}
@article{bb229124,
AUTHOR = "Liu, Y.S. and Wang, C.X. and Yang, Q.Y. and Li, L.X. and Wang, B.H.",
TITLE = "Self-supervised learning video anomaly detection based on time
interval prediction and noise classification",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112198",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224206"}
@article{bb229125,
AUTHOR = "Leng, J.X. and Zhang, Y.M. and Tan, M. and Kuang, C.J. and Wu, Z.J. and Gan, J. and Gao, X.B.",
TITLE = "Dual-Space Normalizing Flow for Unsupervised Video Anomaly Detection",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6432-6445",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224207"}
@article{bb229126,
AUTHOR = "Fu, Y. and Hou, T. and Ye, O. and Ye, G.L.",
TITLE = "A video anomaly detection and classification method based on
cross-modal feature alignment",
JOURNAL = IVC,
VOLUME = "167",
YEAR = "2026",
PAGES = "105874",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224208"}
@article{bb229127,
AUTHOR = "Guo, C. and Li, L. and Ren, Y.L. and Zhang, X.P. and Feng, G.R.",
TITLE = "Aligning Normal Representations in Diffusion Model for Video Anomaly
Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "2083-2094",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224209"}
@article{bb229128,
AUTHOR = "Pazho, A.D. and Yao, S. and Noghre, G.A. and Ardabili, B.R. and Katariya, V. and Tabkhi, H.",
TITLE = "Toward Adaptive Human-Centric Video Anomaly Detection:
A Comprehensive Framework and a New Benchmark",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "5053-5064",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224210"}
@article{bb229129,
AUTHOR = "Yi, J. and Sun, X. and Yu, Y. and Liu, W. and Jia, W. and Yu, J.",
TITLE = "MRTP: Multiscale video anomaly detection with Representative Text
Prompt",
JOURNAL = IVC,
VOLUME = "169",
YEAR = "2026",
PAGES = "105959",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224211"}
@article{bb229130,
AUTHOR = "Xie, Z. and Luo, J.K. and Wu, K.W. and Kan, Z. and Guo, D.",
TITLE = "Learning Confidence-Aware Prototypes for Weakly-Supervised Video
Anomaly Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "5714-5728",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224212"}
@article{bb229131,
AUTHOR = "Zhang, B.H. and Li, G.X.",
TITLE = "Degree-aware weakly supervised video anomaly detection with soft
consistency learning and rule attention fuzzy neural network
assistance",
JOURNAL = CVIU,
VOLUME = "267",
YEAR = "2026",
PAGES = "104746",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224213"}
@article{bb229132,
AUTHOR = "Nguyen, N. and Nguyen, K. and Tran, C. and Pham, C.",
TITLE = "NF-DCL: Enhancing video anomaly detection with synthetic normal
features and Debiased Contrastive Learning",
JOURNAL = CVIU,
VOLUME = "269",
YEAR = "2026",
PAGES = "104811",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224214"}
@article{bb229133,
AUTHOR = "Dang, J.S. and Wan, Q. and Liu, D. and Wang, Z.Y. and Wang, B. and Liu, P. and Peng, H. and Hu, B. and Chua, T.S.",
TITLE = "HM-RAG: Long video reasoning and anomaly detection via hierarchical
multi-agent retrieval-augmented generation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113622",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224215"}
@article{bb229134,
AUTHOR = "Yang, Y.X. and Han, C. and Wan, J.",
TITLE = "A short video anomaly detection benchmark with temporal-guided
multi-feature fusion for weak supervision",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113739",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224216"}
@article{bb229135,
AUTHOR = "Ning, E. and Gao, W.X. and Liu, Y.W. and Yuan, J. and Zhang, H. and He, S.Y. and Ning, X.",
TITLE = "Causally Invariant Video Anomaly Detection via Counterfactual
Reasoning and prototype intervention",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113809",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224217"}
@article{bb229136,
AUTHOR = "Tang, C.H. and Zhou, S.P. and Shi, H.Y. and Wang, L.",
TITLE = "Action hints: Semantic typicality and context uniqueness for
generalizable skeleton-based video anomaly detection",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113898",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224218"}
@article{bb229137,
AUTHOR = "Li, S. and Liu, F. and Jiao, L.C. and Wang, J.H. and Liu, X. and Sun, L. and Li, L.L. and Chen, P.",
TITLE = "Concept-Aware Learning for Weakly Supervised Video Anomaly Detection",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113853",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224219"}
@article{bb229138,
AUTHOR = "Huang, H. and Hu, Z.X. and Feng, D. and Chen, Z. and Li, D.X. and Liu, H. and Duan, L.Y.",
TITLE = "Enabling Real-World Supervised Video Anomaly Detection: New Open-Set
Benchmark and New Framework",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "4317-4331",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224220"}
@article{bb229139,
AUTHOR = "Yu, G. and Xi, J.H. and Wang, S.Q. and Cai, Z.P. and Deng, K. and Ren, K.J.",
TITLE = "Effective video anomaly detection by step-constrained diffusion model",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114012",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224221"}
@article{bb229140,
AUTHOR = "Wang, Y. and Zhao, S.J. and Wang, J.Y. and Chu, X.",
TITLE = "Learning Local Semantic Signals and Inter-Class Discrepancy for
Weakly Supervised Video Anomaly Detection",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "6088-6099",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224222"}
@article{bb229141,
AUTHOR = "Li, R.H. and Liu, X. and Hu, Y.T. and Zhu, X. and Cao, X.B.",
TITLE = "Toward Semantic-Aware Aerial Video Anomaly Detection by Exploiting
Multimodal Large Language Model",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "12182-12197",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224223"}
@article{bb229142,
AUTHOR = "Han, L.X. and Zhou, F. and Zhao, B.Q. and Zhou, H. and Liu, Y.",
TITLE = "LVAD: A realistic data synthesis strategy and coarse-to-fine
framework for low-light video anomaly detection",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114222",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224224"}
@article{bb229143,
AUTHOR = "Ye, Q. and Lei, Y. and Song, Z. and Zhang, Y.M.",
TITLE = "Saliency-guided difference enhancement model for video anomaly
detection",
JOURNAL = CVIU,
VOLUME = "270",
YEAR = "2026",
PAGES = "104850",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224225"}
@article{bb229144,
AUTHOR = "Chen, Y.X. and Kou, W.B. and Fok, W. and Liu, Z.Z. and Qi, X.J. and Wu, Y.C.",
TITLE = "MGFN++: Magnitude-contrastive glance-and-focus network for
weakly-supervised video anomaly detection",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114314",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224226"}
@article{bb229145,
AUTHOR = "Jiang, W.D. and Chang, C.Y. and Kuai, S.C. and Roy, D.S.",
TITLE = "DecoVAD: Divide-and-Conquer Multimodal Learning for Video Anomaly
Detection",
JOURNAL = SMCS,
VOLUME = "56",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "6021-6035",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224227"}
@inproceedings{bb229146,
AUTHOR = "Lu, Y.G. and Xing, H.J. and Li, C.G.",
TITLE = "Fused Similarity Measure Based Alignment with Dual-Scale Adaptive
Selection for Weakly Supervised Video Anomaly Detection",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "3193-3202",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224228"}
@inproceedings{bb229147,
AUTHOR = "Ahn, S. and Jo, Y. and Lee, K. and Kwon, S. and Hong, I. and Park, S.",
TITLE = "AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "3026-3035",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224229"}
@inproceedings{bb229148,
AUTHOR = "Lee, K.J. and Jo, Y. and Ahn, S. and Park, S.",
TITLE = "Unified Video Anomaly Detection Model for Detecting Different Anomaly
Types",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "784-794",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224230"}
@inproceedings{bb229149,
AUTHOR = "Hashimoto, S. and Konishi, T. and Kaichi, T. and Matsumoto, K. and Kurokawa, M.",
TITLE = "CADE: Continual Weakly-supervised Video Anomaly Detection with
Ensembles",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "708-717",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224231"}
@inproceedings{bb229150,
AUTHOR = "Zou, S. and Tian, X. and Wesemann, L. and Waschkowski, F. and Yang, Z.Y. and Zhang, J.",
TITLE = "Unlocking Vision-Language Models for Video Anomaly Detection via
Fine-Grained Prompting",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "4223-4233",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224232"}
@inproceedings{bb229151,
AUTHOR = "Lee, C.W. and Leveugle, S. and Grouchy, P. and Langley, C. and Stolpner, S. and Kelly, J. and Waslander, S.L.",
TITLE = "FlowCLAS: Enhancing Normalizing Flow-Based Anomaly Segmentation Via
Contrastive Learning",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "6998-7007",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224233"}
@inproceedings{bb229152,
AUTHOR = "Cheng, Y. and Lin, Y.H. and Chen, M.H. and Yang, F.E. and Lai, S.H.",
TITLE = "VADER: Towards Causal Video Anomaly Understanding with Relation-Aware
Large Language Models",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "7301-7311",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224234"}
@inproceedings{bb229153,
AUTHOR = "Erregue, I. and Nasrollahi, K. and Escalera, S.",
TITLE = "PrismVAU: Prompt-Refined Inference System for Multimodal Video
Anomaly Understanding",
BOOKTITLE = RWSurvil26,
YEAR = "2026",
PAGES = "55-65",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224235"}
@inproceedings{bb229154,
AUTHOR = "Chen, J.Q. and Tan, X. and Yang, J.W. and Rahardja, S. and Rahardja, S.",
TITLE = "FlexAE: A Self-Conditioned Detector To Prevent Model Overfitting for
Unsupervised Video Anomaly Detection",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1120-1125",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224236"}
@inproceedings{bb229155,
AUTHOR = "Shi, C.R. and Sun, C. and Wu, Y.W. and Jia, Y.D.",
TITLE = "Video Anomaly Detection via Sequentially Learning Multiple Pretext
Tasks",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "10296-10306",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224237"}
@inproceedings{bb229156,
AUTHOR = "Yang, Z.W. and Liu, J. and Wu, Z.Y. and Wu, P. and Liu, X.T.",
TITLE = "Video Event Restoration Based on Keyframes for Video Anomaly
Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "14592-14601",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224238"}
@inproceedings{bb229157,
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#TT224239"}
@inproceedings{bb229158,
AUTHOR = "Zhang, H.X. and Xu, X.H. and Wang, X. and Zuo, J.L. 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#TT224240"}
@inproceedings{bb229159,
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#TT224241"}
@inproceedings{bb229160,
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#TT224242"}
@inproceedings{bb229161,
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#TT224243"}
@inproceedings{bb229162,
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#TT224244"}
@inproceedings{bb229163,
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#TT224245"}
@inproceedings{bb229164,
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#TT224246"}
@inproceedings{bb229165,
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#TT224247"}
@inproceedings{bb229166,
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#TT224248"}
@inproceedings{bb229167,
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#TT224249"}
@inproceedings{bb229168,
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#TT224250"}
@inproceedings{bb229169,
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#TT224251"}
@inproceedings{bb229170,
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#TT224252"}
@inproceedings{bb229171,
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#TT224253"}
@inproceedings{bb229172,
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#TT224254"}
@inproceedings{bb229173,
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#TT224255"}
@inproceedings{bb229174,
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#TT224256"}
@inproceedings{bb229175,
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#TT224257"}
@inproceedings{bb229176,
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#TT224258"}
@inproceedings{bb229177,
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#TT224259"}
@inproceedings{bb229178,
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#TT224260"}
@article{bb229179,
AUTHOR = "Du, H. and Nan, G.S. and Qian, J.W. and Wu, W.C.H. and Deng, W. and Mu, H.Q. and Chen, Z.Y. and Zhang, J. and Lei, M. and Mao, P.X. and Ou, J.L. and Tao, X.F. and Liu, J.",
TITLE = "Exploring What Why and How: A Multifaceted Benchmark for Causation
Understanding of Video Anomaly",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "391",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224261"}
@inproceedings{bb229180,
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#TT224262"}
@inproceedings{bb229181,
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#TT224263"}
@inproceedings{bb229182,
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#TT224264"}
@inproceedings{bb229183,
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#TT224265"}
@inproceedings{bb229184,
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#TT224266"}
@inproceedings{bb229185,
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#TT224267"}
@inproceedings{bb229186,
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#TT224268"}
@inproceedings{bb229187,
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#TT224269"}
@inproceedings{bb229188,
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#TT224270"}
@inproceedings{bb229189,
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#TT224271"}
@inproceedings{bb229190,
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#TT224272"}
@inproceedings{bb229191,
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#TT224273"}
@inproceedings{bb229192,
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#TT224274"}
@inproceedings{bb229193,
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#TT224275"}
@inproceedings{bb229194,
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#TT224276"}
@inproceedings{bb229195,
AUTHOR = "Aich, A. and Peng, K.C. and Roy Chowdhury, A.K.",
TITLE = "Cross-Domain Video Anomaly Detection without Target Domain Adaptation",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2578-2590",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224277"}
@inproceedings{bb229196,
AUTHOR = "Joo, H.K. and Vo, K. and Yamazaki, K. and Le, N.",
TITLE = "CLIP-TSA: Clip-Assisted Temporal Self-Attention for Weakly-Supervised
Video Anomaly Detection",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3230-3234",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224278"}
@inproceedings{bb229197,
AUTHOR = "Tur, A.O. and Dall'Asen, N. and Beyan, C. and Ricci, E.",
TITLE = "Exploring Diffusion Models for Unsupervised Video Anomaly Detection",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2540-2544",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224279"}
@inproceedings{bb229198,
AUTHOR = "Zhang, C. and Li, G.R. and Qi, Y.K. and Wang, S.H. and Qing, L.Y. and Huang, Q.M. and Yang, M.H.",
TITLE = "Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly
Supervised Video Anomaly Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16271-16280",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224280"}
@inproceedings{bb229199,
AUTHOR = "Cao, C.Q. and Lu, Y. and Wang, P. and Zhang, Y.N.",
TITLE = "A New Comprehensive Benchmark for Semi-supervised Video Anomaly
Detection and Anticipation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "20392-20401",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i762voan5.html#TT224281"}
Last update:Sep 30, 2026 at 11:45:00