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        AUTHOR = "Mangai, P. and Geetha, M.K. and Kumaravelan, G.",
        TITLE = "Two-Stream Spatial-Temporal Feature Extraction and Classification Model
for Anomaly Event Detection Using Hybrid Deep Learning Architectures",
        JOURNAL = IJIG,
        VOLUME = "24",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "2450052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193779"}

@article{bb198401,
        AUTHOR = "Li, N.X. and Yang, X.C. and Chen, T. and Wang, T.S. and Ji, G.",
        TITLE = "Applying usability assessment method for surveillance video anomaly
detection with multiple distortion",
        JOURNAL = JVCIR,
        VOLUME = "108",
        YEAR = "2025",
        PAGES = "104417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193780"}

@article{bb198402,
        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-f729.html#TT193781"}

@article{bb198403,
        AUTHOR = "Liu, H. and Sun, J.",
        TITLE = "UniSTAD: An Unified Triple-Tower Student-Teacher Model for
Multi-Class Anomaly Detection and Localization",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3196-3208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193782"}

@inproceedings{bb198404,
        AUTHOR = "Masuakwa, R. and Yun, S.G. and Yamaguchi, Y. and Imani, M.",
        TITLE = "PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly
Detection and Natural Language Interpretation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6415-6424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193783"}

@article{bb198405,
        AUTHOR = "Liu, Y. and Wang, H.J. and Wang, Z. and Zhu, X.G. and Liu, J. and Sun, P. and Tang, R. and Du, J.W. and Leung, V.C.M. and Song, L.",
        TITLE = "CRCL: Causal Representation Consistency Learning for Anomaly
Detection in Surveillance Videos",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "2351-2366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193784"}

@article{bb198406,
        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-f729.html#TT193785"}

@article{bb198407,
        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-f729.html#TT193786"}

@article{bb198408,
        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-f729.html#TT193787"}

@article{bb198409,
        AUTHOR = "Zhang, J.J. and Song, Y.Z. and Yang, Z.W.",
        TITLE = "DFTGL: Domain Filtered and Target Guided Learning for Few-Shot
Anomaly Detection",
        JOURNAL = JVCIR,
        VOLUME = "110",
        YEAR = "2025",
        PAGES = "104457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193788"}

@article{bb198410,
        AUTHOR = "Xie, X. and Li, Z.X. and Xiong, S. and Liu, Z.Y. and Cai, T.",
        TITLE = "MemFlow-AD: An anomaly detection and localization model based on
memory module and normalizing flow",
        JOURNAL = JVCIR,
        VOLUME = "110",
        YEAR = "2025",
        PAGES = "104454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193789"}

@article{bb198411,
        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-f729.html#TT193790"}

@article{bb198412,
        AUTHOR = "Zhang, S. and Gong, M. and Lin, Y.M. and Li, H. and Gao, Y. and Zhang, Y.H.",
        TITLE = "Dual Distillation Fusion for Weakly Supervised Anomaly Detection in
Surveillance Videos",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7512-7525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193791"}

@article{bb198413,
        AUTHOR = "Xie, X.D. and Zhan, Y.W. and Ma, Z.X. and Liu, H.M. and Chen, Z.D. and Luo, X. and Xu, X.S.",
        TITLE = "Distributed Learning for Privacy-Preserving Semi-Supervised Video
Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9161-9174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193792"}

@article{bb198414,
        AUTHOR = "Wang, C. 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-f729.html#TT193793"}

@article{bb198415,
        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-f729.html#TT193794"}

@article{bb198416,
        AUTHOR = "Hussain, A. and Ullah, W. and Khan, N. and Khan, Z.A. and Yar, H. and Baik, S.W.",
        TITLE = "Class-incremental learning network for real-time anomaly recognition
in surveillance environments",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193795"}

@article{bb198417,
        AUTHOR = "Senapati, D.P. and Pani, S.K. and Baliarsingh, S.K. and Dev, P.P. and Tripathy, H.K.",
        TITLE = "CA-VAD: Caption Aware Video Anomaly Detection in surveillance videos",
        JOURNAL = JVCIR,
        VOLUME = "111",
        YEAR = "2025",
        PAGES = "104521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193796"}

@article{bb198418,
        AUTHOR = "Xiao, C.Z. and Xiao, Y. and Zhou, J.T.Y. and Fang, Z.W.",
        TITLE = "Multilingual-Prompt-Guided Directional Feature Learning for Weakly
Supervised Video Anomaly Detection",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "9994-10011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193797"}

@article{bb198419,
        AUTHOR = "Liu, Y. and Wang, C. 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-f729.html#TT193798"}

@article{bb198420,
        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-f729.html#TT193799"}

@article{bb198421,
        AUTHOR = "Artola, A. and Kolodziej, Y. and Morel, J.M. and Ehret, T.",
        TITLE = "Adaptive Unsupervised Anomaly Detection in Variable Environment by
Online Expectation Maximization",
        JOURNAL = SIIMS,
        VOLUME = "18",
        YEAR = "2025",
        NUMBER = "3",
        PAGES = "1601-1631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193800"}

@article{bb198422,
        AUTHOR = "Ahn, D.H. and Jo, Y.J. and Kim, D.B. and Nam, G.P. and Han, J.H. and Kim, H.",
        TITLE = "Where and What: Contextual Dynamics-Aware Anomaly Detection in
Surveillance Videos",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6993-7007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193801"}

@article{bb198423,
        AUTHOR = "Bao, Q.Y. and Liu, F. and Jiao, L.C. and Liu, Y. and Li, S. and Li, L.L. and Liu, X. and Wang, X. and Chen, B.L.",
        TITLE = "Anomaly-Led Prompting Learning Caption Generating Model and Benchmark",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8366-8380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193802"}

@article{bb198424,
        AUTHOR = "Maeda, S. and Gu, C.Z. and Yu, J. and Tokai, S. and Gao, S. and Zhang, C.",
        TITLE = "Frequency-guided multi-level human action anomaly detection with
normalizing flows",
        JOURNAL = PR,
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        YEAR = "2026",
        PAGES = "112770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193803"}

@inproceedings{bb198425,
        AUTHOR = "Banditakkarakul, N. and Xu, M. and Chen, B. and Asthana, A. and Zheng, L. and Gould, S.",
        TITLE = "Context-Dependent Anomaly Action Recognition",
        BOOKTITLE = FG25,
        YEAR = "2025",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193804"}

@inproceedings{bb198426,
        AUTHOR = "Barusco, M. and Borsatti, F. and Pezze, D.D. and Paissan, F. and Farella, E. and Susto, G.A.",
        TITLE = "PaSTe: Improving the Efficiency of Visual Anomaly Detection at the
Edge",
        BOOKTITLE = VAND25,
        YEAR = "2025",
        PAGES = "4026-4035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193805"}

@inproceedings{bb198427,
        AUTHOR = "Lai, Y.C. and Sonogashira, M. and Phueaksri, I. and Kawanishi, Y.",
        TITLE = "Scene-Specific Anomalous Relationship Detection Using Scene Graph
Summarization",
        BOOKTITLE = VAND25,
        YEAR = "2025",
        PAGES = "3995-4003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193806"}

@inproceedings{bb198428,
        AUTHOR = "Fahim, M.A.N.I. and Boutellier, J.",
        TITLE = "No-MambAAD: Revitalizing Conv-Only Networks for Unsupervised Anomaly
Detection",
        BOOKTITLE = VAND25,
        YEAR = "2025",
        PAGES = "3986-3994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193807"}

@inproceedings{bb198429,
        AUTHOR = "Park, E. and Kim, T. and Kim, M. and Lee, H. and Lee, G.J.",
        TITLE = "SK-RD4AD: Skip-Connected Reverse Distillation for Robust One-Class
Anomaly Detection",
        BOOKTITLE = VAND25,
        YEAR = "2025",
        PAGES = "3945-3953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193808"}

@inproceedings{bb198430,
        AUTHOR = "Dawoud, K. and Zaheer, M.Z. and Khan, M. and Nandakumar, K. and El Saddik, A. and Khan, M.H.",
        TITLE = "FusedVision: A Knowledge-Infusing Approach for Practical Anomaly
Detection in Real-World Surveillance Videos",
        BOOKTITLE = VAND25,
        YEAR = "2025",
        PAGES = "4036-4046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193809"}

@inproceedings{bb198431,
        AUTHOR = "Chinchure, A. and Ravi, S. and Ng, R. and Shwartz, V. and Li, B.Y. and Sigal, L.",
        TITLE = "Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable
Events",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "24201-24210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193810"}

@inproceedings{bb198432,
        AUTHOR = "Majhi, S. and D'Amicantonio, G. and Dantcheva, A. and Kong, Q. and Garattoni, L. and Francesca, G. and Bondarev, E. and Bremond, F.",
        TITLE = "Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video
Anomaly Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "24265-24274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193811"}

@inproceedings{bb198433,
        AUTHOR = "Li, W.Q. and Gu, Y. and Chen, X.T. and Xu, X.H. and Hu, M. and Huang, X.N. and Wu, Y.",
        TITLE = "Towards Visual Discrimination and Reasoning of Real-World Physical
Dynamics: Physics-Grounded Anomaly Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30409-30419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193812"}

@inproceedings{bb198434,
        AUTHOR = "Majhi, S. and Guermal, M. and Dantcheva, A. and Kong, Q. and Garattoni, L. and Francesca, G. and Bremond, F.",
        TITLE = "Guess Future Anomalies from Normalcy: Forecasting Abnormal Behavior
in Real-World Videos",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "388-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193813"}

@inproceedings{bb198435,
        AUTHOR = "Sugawara, S. and Imamura, R.",
        TITLE = "PUAD: Frustratingly Simple Method for Robust Anomaly Detection",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "842-848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193814"}

@inproceedings{bb198436,
        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-f729.html#TT193815"}

@inproceedings{bb198437,
        AUTHOR = "Berroukham, A. and Housni, K. and Lahraichi, M.",
        TITLE = "Abnormal Event Detection in Videos using LSTM Convolutional
Autoencoder",
        BOOKTITLE = ISCV24,
        YEAR = "2024",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193816"}

@inproceedings{bb198438,
        AUTHOR = "Lee, S. and Kim, J.H.",
        TITLE = "Semi-Supervised Scene Change Detection by Distillation from
Feature-metric Alignment",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1215-1224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193817"}

@inproceedings{bb198439,
        AUTHOR = "Batzner, K. and Heckler, L. and Konig, R.",
        TITLE = "EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level
Latencies",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "127-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193818"}

@inproceedings{bb198440,
        AUTHOR = "Noghre, G.A. and Pazho, A.D. and Tabkhi, H.",
        TITLE = "An Exploratory Study on Human-Centric Video Anomaly Detection through
Variational Autoencoders and Trajectory Prediction",
        BOOKTITLE = Anomaly24,
        YEAR = "2024",
        PAGES = "995-1004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193819"}

@inproceedings{bb198441,
        AUTHOR = "Lee, J.Y. and Park, H. and Seo, Y.M. and Min, T. and Yun, J. and Kim, J.W. and Kim, T.K.",
        TITLE = "Contrastive Knowledge Distillation for Anomaly Detection in
Multi-Illumination/Focus Display Images",
        BOOKTITLE = MVA23,
        YEAR = "2023",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193820"}

@inproceedings{bb198442,
        AUTHOR = "Cai, F.Z. and Xia, S.",
        TITLE = "Mixed Distillation for Unsupervised Anomaly Detection",
        BOOKTITLE = MVA23,
        YEAR = "2023",
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@inproceedings{bb198443,
        AUTHOR = "Guo, H. and Ren, L.P. and Fu, J.J. and Wang, Y.W. and Zhang, Z.Z. and Lan, C.L. and Wang, H.Q. and Hou, X.W.",
        TITLE = "Template-guided Hierarchical Feature Restoration for Anomaly
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb198444,
        AUTHOR = "Cao, T. and Zhu, J. and Pang, G.S.",
        TITLE = "Anomaly Detection under Distribution Shift",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb198445,
        AUTHOR = "Patel, A. and Tudosiu, P.D. and Pinaya, W.H.L. and Graham, M.S. and Adeleke, O. and Cook, G. and Goh, V. and Ourselin, S. and Cardoso, M.J.",
        TITLE = "Self-Supervised Anomaly Detection from Anomalous Training Data via
Iterative Latent Token Masking",
        BOOKTITLE = CVAMD23,
        YEAR = "2023",
        PAGES = "2394-2402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193824"}

@inproceedings{bb198446,
        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",
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@inproceedings{bb198447,
        AUTHOR = "Leveni, F. and Magri, L. and Alippi, C. and Boracchi, G.",
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        BOOKTITLE = CIAP23,
        YEAR = "2023",
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@inproceedings{bb198448,
        AUTHOR = "Ma, W. and Lan, S.Y. and Huang, W. and Ma, Y.T. and Yang, H.Y. and Pan, W. and Zheng, Y.L.",
        TITLE = "Flow-Based One-Class Anomaly Detection with Multi-Frequency Feature
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@inproceedings{bb198449,
        AUTHOR = "Wang, H. and Dai, L.Q. and Tong, J.L. and Zhai, Y.",
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        BOOKTITLE = ICIP23,
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@inproceedings{bb198450,
        AUTHOR = "Wang, M.Q. and Li, J.W. and Li, Z.Y. and Luo, C.X. and Chen, B. and Xia, S.T. and Wang, Z.",
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@inproceedings{bb198451,
        AUTHOR = "Cui, Y.J. and Liu, Z.X. and Lian, S.",
        TITLE = "Patch-Wise Auto-Encoder for Visual Anomaly Detection",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
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@inproceedings{bb198452,
        AUTHOR = "Zhao, M.Y. and Song, Y.H.",
        TITLE = "Abnormal-Aware Loss and Full Distillation for Unsupervised Anomaly
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        BOOKTITLE = ICIP23,
        YEAR = "2023",
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@inproceedings{bb198453,
        AUTHOR = "Belton, N. and Hagos, M.T. and Lawlor, A. and Curran, K.M.",
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@inproceedings{bb198454,
        AUTHOR = "Zhang, X. and Li, S.Y. and Li, X. and Huang, P. and Shan, J. and Chen, T.",
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@inproceedings{bb198455,
        AUTHOR = "Cho, M. and Kim, M. and Hwang, S. and Park, C. and Lee, K. and Lee, S.Y.",
        TITLE = "Look Around for Anomalies: Weakly-Supervised Anomaly Detection via
Context-Motion Relational Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12137-12146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193834"}

@inproceedings{bb198456,
        AUTHOR = "Liu, W.R. and Chang, H. and Ma, B.P. and Shan, S.G. and Chen, X.L.",
        TITLE = "Diversity-Measurable Anomaly Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12147-12156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193835"}

@inproceedings{bb198457,
        AUTHOR = "Gaus, Y.F.A. and Bhowmik, N. and Isaac Medina, B.K.S. and Shum, H.P.H. and Atapour Abarghouei, A. and Breckon, T.P.",
        TITLE = "Region-based Appearance and Flow Characteristics for Anomaly
Detection in Infrared Surveillance Imagery",
        BOOKTITLE = VAND23,
        YEAR = "2023",
        PAGES = "2995-3005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193836"}

@inproceedings{bb198458,
        AUTHOR = "Yao, X.C. and Li, R. and Zhang, J. and Sun, J. and Zhang, C.Y.",
        TITLE = "Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for
Supervised Anomaly Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24490-24499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193837"}

@inproceedings{bb198459,
        AUTHOR = "Reiss, T. and Cohen, N. and Horwitz, E. and Abutbul, R. and Hoshen, Y.",
        TITLE = "Anomaly Detection Requires Better Representations",
        BOOKTITLE = SelfLearn22,
        YEAR = "2022",
        PAGES = "56-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193838"}

@inproceedings{bb198460,
        AUTHOR = "Wu, J.M. and Shu, P.C. and Hong, H.Y. and Li, X.X. and Ma, L. and Zhang, Y.Z. and Zhu, Y. and Wang, L.",
        TITLE = "Unsupervised Encoder-decoder Model for Anomaly Prediction Task",
        BOOKTITLE = MMMod23,
        YEAR = "2023",
        PAGES = "II: 549-561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193839"}

@inproceedings{bb198461,
        AUTHOR = "Ngoc, H.N. and Xuan, N.N. and Bui, T.H. and Hung, D.H. and Truong, S.Q.H. and Hoang, V.",
        TITLE = "An efficient approach for real-time abnormal human behavior
recognition on surveillance cameras",
        BOOKTITLE = FG23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193840"}

@inproceedings{bb198462,
        AUTHOR = "Majhi, S. and Das, S. and Bremond, F. and Dash, R. and Sa, P.K.",
        TITLE = "Weakly-supervised Joint Anomaly Detection and Classification",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193841"}

@inproceedings{bb198463,
        AUTHOR = "Thakare, K.V. and Raghuwanshi, Y. and Dogra, D.P. and Choi, H. and Kim, I.J.",
        TITLE = "DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly
Detection Network",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5530-5539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193842"}

@inproceedings{bb198464,
        AUTHOR = "Jezequel, L. and Vu, N.S. and Beaudet, J. and Histace, A.",
        TITLE = "Anomaly Detection via Learnable Pretext Task",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1178-1185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193843"}

@inproceedings{bb198465,
        AUTHOR = "Jezequel, L. and Vu, N.S. and Beaudet, J. and Histace, A.",
        TITLE = "Semi-Supervised Anomaly Detection with Contrastive Regularization",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2664-2671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193844"}

@inproceedings{bb198466,
        AUTHOR = "Pillai, G.V. and Verma, A. and Sen, D.",
        TITLE = "Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly
Detection in Videos",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3485-3489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193845"}

@inproceedings{bb198467,
        AUTHOR = "Moriwaki, K. and Nakano, G. and Inoshita, T.",
        TITLE = "The BRIO-TA Dataset: Understanding Anomalous Assembly Process in
Manufacturing",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1991-1995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193846"}

@inproceedings{bb198468,
        AUTHOR = "Liu, H.B. and Li, K. and Li, X. and Zhang, Y.L.",
        TITLE = "Unsupervised Anomaly Detection with Self-Training and Knowledge
Distillation",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2102-2106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193847"}

@inproceedings{bb198469,
        AUTHOR = "Yang, Z.W. and Wu, P. and Liu, J. and Liu, X.T.",
        TITLE = "Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly
Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "IV:404-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193848"}

@inproceedings{bb198470,
        AUTHOR = "Wang, G.D. and Wang, Y.H. and Qin, J. and Zhang, D.M. and Bao, X. and Huang, D.",
        TITLE = "Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw
Puzzles",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "X:494-511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193849"}

@inproceedings{bb198471,
        AUTHOR = "Grcic, M. and Bevandic, P. and Segvic, S.",
        TITLE = "DenseHybrid: Hybrid Anomaly Detection for Dense Open-Set Recognition",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:500-517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193850"}

@inproceedings{bb198472,
        AUTHOR = "Lin, W.Y. and Liu, Z.H. and Liu, S.Y.",
        TITLE = "Locally Varying Distance Transform for Unsupervised Visual Anomaly
Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:354-371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193851"}

@inproceedings{bb198473,
        AUTHOR = "Zou, Y. and Jeong, J. and Pemula, L. and Zhang, D.Q. and Dabeer, O.",
        TITLE = "SPot-the-Difference Self-supervised Pre-training for Anomaly Detection
and Segmentation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:392-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193852"}

@inproceedings{bb198474,
        AUTHOR = "Schneider, S. and Antensteiner, D. and Soukup, D. and Scheutz, M.",
        TITLE = "Autoencoders: A Comparative Analysis in the Realm of Anomaly Detection",
        BOOKTITLE = WiCV22,
        YEAR = "2022",
        PAGES = "1985-1991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193853"}

@inproceedings{bb198475,
        AUTHOR = "Almohsen, R. and Keaton, M.R. and Adjeroh, D.A. and Doretto, G.",
        TITLE = "Generative Probabilistic Novelty Detection with Isometric Adversarial
Autoencoders",
        BOOKTITLE = WiCV22,
        YEAR = "2022",
        PAGES = "2002-2012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193854"}

@inproceedings{bb198476,
        AUTHOR = "Schneider, P. and Rambach, J. and Mirbach, B. and Stricker, D.",
        TITLE = "Unsupervised Anomaly Detection from Time-of-Flight Depth Images",
        BOOKTITLE = PBVS22,
        YEAR = "2022",
        PAGES = "230-239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193855"}

@inproceedings{bb198477,
        AUTHOR = "Sapkota, H. and Yu, Q.",
        TITLE = "Bayesian Nonparametric Submodular Video Partition for Robust Anomaly
Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "3202-3211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193856"}

@inproceedings{bb198478,
        AUTHOR = "Roth, K. and Pemula, L. and Zepeda, J. and Scholkopf, B. and Brox, T. and Gehler, P.",
        TITLE = "Towards Total Recall in Industrial Anomaly Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14298-14308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193857"}

@inproceedings{bb198479,
        AUTHOR = "Ye, K. and Kovashka, A.",
        TITLE = "Weakly-Supervised Action Detection Guided by Audio Narration",
        BOOKTITLE = Ego4D-EPIC22,
        YEAR = "2022",
        PAGES = "1527-1537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193858"}

@inproceedings{bb198480,
        AUTHOR = "Guo, M.Q. and Hwa, R. and Kovashka, A.",
        TITLE = "Detecting Persuasive Atypicality by Modeling Contextual Compatibility",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "952-962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193859"}

@inproceedings{bb198481,
        AUTHOR = "Dueholm, J.V. and Nasrollahi, K. and Moeslund, T.B.",
        TITLE = "Object-Centric Anomaly Detection Using Memory Augmentation",
        BOOKTITLE = CAIP21,
        YEAR = "2021",
        PAGES = "I:362-371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193860"}

@inproceedings{bb198482,
        AUTHOR = "Zaheer, M.Z. and Mahmood, A. and Khan, M.H. and Astrid, M. and Lee, S.I.",
        TITLE = "An Anomaly Detection System via Moving Surveillance Robots with Human
Collaboration",
        BOOKTITLE = CVinHRC21,
        YEAR = "2021",
        PAGES = "2595-2601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193861"}

@inproceedings{bb198483,
        AUTHOR = "Jain, Y. and Sharma, A.K. and Velmurugan, R. and Banerjee, B.",
        TITLE = "PoseCVAE: Anomalous Human Activity Detection",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2927-2934",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193862"}

@inproceedings{bb198484,
        AUTHOR = "Orru, G. and Ghiani, D. and Pintor, M. and Marcialis, G.L. and Roli, F.",
        TITLE = "Detecting Anomalies from Video-Sequences: a Novel Descriptor",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4642-4649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193863"}

@inproceedings{bb198485,
        AUTHOR = "Leveni, F. and Magri, L. and Boracchi, G. and Alippi, C.",
        TITLE = "PIF: Anomaly detection via preference embedding",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8077-8084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193864"}

@inproceedings{bb198486,
        AUTHOR = "Ivanovska, M. and Pers, J. and Tabernik, D. and Skocaj, D.",
        TITLE = "Evaluation of Anomaly Detection Algorithms for the Real-World
Applications",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6196-6203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193865"}

@inproceedings{bb198487,
        AUTHOR = "Montulet, R. and Briassouli, A.",
        TITLE = "Densely Annotated Photorealistic Virtual Dataset Generation for
Abnormal Event Detection",
        BOOKTITLE = MLCSA20,
        YEAR = "2020",
        PAGES = "5-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193866"}

@inproceedings{bb198488,
        AUTHOR = "Mantini, P. and Li, Z.G. and Shah, K.S.",
        TITLE = "A Day on Campus: An Anomaly Detection Dataset for Events in a Single
Camera",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:619-635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193867"}

@inproceedings{bb198489,
        AUTHOR = "Yi, J. and Yoon, S.",
        TITLE = "Patch SVDD: Patch-level Svdd for Anomaly Detection and Segmentation",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:375-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193868"}

@inproceedings{bb198490,
        AUTHOR = "Ma, T. and Wang, Y. and Shao, J. and Zhang, B. and Doermann, D.",
        TITLE = "Orthogonal Features Fusion Network for Anomaly Detection",
        BOOKTITLE = VCIP20,
        YEAR = "2020",
        PAGES = "33-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193869"}

@inproceedings{bb198491,
        AUTHOR = "Sun, L. and Chen, Y. and Luo, W. and Wu, H. and Zhang, C.",
        TITLE = "Discriminative Clip Mining for Video Anomaly Detection",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2121-2125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193870"}

@inproceedings{bb198492,
        AUTHOR = "Lu, Y.W. and Yu, F. and Reddy, M.K.K. and Wang, Y.",
        TITLE = "Few-shot Scene-adaptive Anomaly Detection",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "V:125-141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193871"}

@inproceedings{bb198493,
        AUTHOR = "Roady, R. and Hayes, T.L. and Vaidya, H. and Kanan, C.",
        TITLE = "Stream-51: Streaming Classification and Novelty Detection from Videos",
        BOOKTITLE = CLVision20,
        YEAR = "2020",
        PAGES = "925-934",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193872"}

@inproceedings{bb198494,
        AUTHOR = "Epstein, D. and Chen, B. and Vondrick, C.",
        TITLE = "Oops! Predicting Unintentional Action in Video",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "916-926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193873"}

@inproceedings{bb198495,
        AUTHOR = "Markovitz, A. and Sharir, G. and Friedman, I. and Zelnik Manor, L. and Avidan, S.",
        TITLE = "Graph Embedded Pose Clustering for Anomaly Detection",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "10536-10544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193874"}

@inproceedings{bb198496,
        AUTHOR = "Kilickaya, M. and Smeulders, A.",
        TITLE = "Diagnosing Rarity in Human-object Interaction Detection",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "3956-3960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193875"}

@inproceedings{bb198497,
        AUTHOR = "Ramachandra, B. and Jones, M.J.",
        TITLE = "Street Scene: A new dataset and evaluation protocol for video anomaly
detection",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2558-2567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193876"}

@inproceedings{bb198498,
        AUTHOR = "Wang, J. and Cherian, A.",
        TITLE = "GODS: Generalized One-Class Discriminative Subspaces for Anomaly
Detection",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "8200-8210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193877"}

@inproceedings{bb198499,
        AUTHOR = "Ionescu, R.T. and Khan, F.S. and Georgescu, M.I. and Shao, L.",
        TITLE = "Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event
Detection in Video",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7834-7843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT193878"}

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