@article{bb205400,
        AUTHOR = "Yang, C. and Yue, Y.F. and Zhang, J. and Wen, M.X. and Wang, D.W.",
        TITLE = "Probabilistic Reasoning for Unique Role Recognition Based on the
Fusion of Semantic-Interaction and Spatio-Temporal Features",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1195-1208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200757"}

@article{bb205401,
        AUTHOR = "Lin, C. and Lin, X.X. and Xie, Y.L. and Liang, Y.Y.",
        TITLE = "Abnormal gesture recognition based on multi-model fusion strategy",
        JOURNAL = MVA,
        VOLUME = "30",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "889-900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200758"}

@article{bb205402,
        AUTHOR = "Zhang, J. and Wu, C. and Wang, Y.M. and Wang, P.Y.",
        TITLE = "Detection of abnormal behavior in narrow scene with perspective
distortion",
        JOURNAL = MVA,
        VOLUME = "30",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "987-998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200759"}

@article{bb205403,
        AUTHOR = "Lu, C.W. and Shi, J.P. and Wang, W.M. and Jia, J.Y.",
        TITLE = "Fast Abnormal Event Detection",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "993-1011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200760"}

@inproceedings{bb205404,
        AUTHOR = "Lu, C.W. and Shi, J.P. and Jia, J.Y.",
        TITLE = "Abnormal Event Detection at 150 FPS in MATLAB",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2720-2727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200761"}

@article{bb205405,
        AUTHOR = "Xu, X.G. and Wang, Y. and Wang, L.W. and Yu, B. and Jia, J.Y.",
        TITLE = "Conditional Temporal Variational AutoEncoder for Action Video
Prediction",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2699-2722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200762"}

@article{bb205406,
        AUTHOR = "Bappy, J.H. and Paul, S. and Tuncel, E. and Roy Chowdhury, A.K.",
        TITLE = "Exploiting Typicality for Selecting Informative and Anomalous Samples
in Videos",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5214-5226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200763"}

@article{bb205407,
        AUTHOR = "Cong, Y. and Fan, B.J. and Hou, D.D. and Fan, H.J. and Liu, K.Z. and Luo, J.B.",
        TITLE = "Novel event analysis for human-machine collaborative underwater
exploration",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200764"}

@article{bb205408,
        AUTHOR = "Jardim, E. and Thomaz, L.A. and da Silva, E.A.B. and Netto, S.L.",
        TITLE = "Domain-Transformable Sparse Representation for Anomaly Detection in
Moving-Camera Videos",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "1329-1343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200765"}

@article{bb205409,
        AUTHOR = "Phiboonbanakit, T. and Huynh, V.N. and Horanont, T. and Supnithi, T.",
        TITLE = "Unsupervised hybrid anomaly detection model for logistics fleet
management systems",
        JOURNAL = IET-ITS,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1636-1648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200766"}

@article{bb205410,
        AUTHOR = "Kwon, J.",
        TITLE = "Rare-Event Detection by Quasi-Wang-Landau Monte Carlo Sampling with
Approximate Bayesian Computation",
        JOURNAL = JMIV,
        VOLUME = "61",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "November",
        PAGES = "1258-1275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200767"}

@article{bb205411,
        AUTHOR = "Shi, Y. and Xu, M. and Zhao, R. and Fu, H. and Wu, T. and Cao, N.",
        TITLE = "Interactive Context-Aware Anomaly Detection Guided by User Feedback",
        JOURNAL = HMS,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "550-559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200768"}

@article{bb205412,
        AUTHOR = "Tang, Y. and Zhao, L. and Zhang, S.S. and Gong, C. and Li, G.Y. and Yang, J.",
        TITLE = "Integrating prediction and reconstruction for anomaly detection",
        JOURNAL = PRL,
        VOLUME = "129",
        YEAR = "2020",
        PAGES = "123-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200769"}

@article{bb205413,
        AUTHOR = "Lin, Y.G.",
        TITLE = "Automatic recognition of image of abnormal situation in scenic spots
based on Internet of things",
        JOURNAL = IVC,
        VOLUME = "96",
        YEAR = "2020",
        PAGES = "103908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200770"}

@article{bb205414,
        AUTHOR = "Liu, Y.Q. and Yu, H.H. and Gong, C.Y. and Chen, Y.Y.",
        TITLE = "A real time expert system for anomaly detection of aerators based on
computer vision and surveillance cameras",
        JOURNAL = JVCIR,
        VOLUME = "68",
        YEAR = "2020",
        PAGES = "102767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200771"}

@article{bb205415,
        AUTHOR = "Chen, D.Y. and Wang, P.T. and Yue, L.Y. and Zhang, Y.X. and Jia, T.",
        TITLE = "Anomaly detection in surveillance video based on bidirectional
prediction",
        JOURNAL = IVC,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "103915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200772"}

@article{bb205416,
        AUTHOR = "Balasundaram, A. and Chellappan, C.",
        TITLE = "An intelligent video analytics model for abnormal event detection in
online surveillance video",
        JOURNAL = RealTimeIP,
        VOLUME = "17",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "915-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200773"}

@article{bb205417,
        AUTHOR = "Wu, P. and Liu, J. and Li, M.M. and Sun, Y.J. and Shen, F.",
        TITLE = "Fast sparse coding networks for anomaly detection in videos",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200774"}

@inproceedings{bb205418,
        AUTHOR = "Ozturk, H.I. and Can, A.B.",
        TITLE = "Adnet: Temporal Anomaly Detection in Surveillance Videos",
        BOOKTITLE = MLCSA20,
        YEAR = "2020",
        PAGES = "88-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200775"}

@article{bb205419,
        AUTHOR = "Zhang, L. and Zhao, J. and Li, W.",
        TITLE = "Online and Unsupervised Anomaly Detection for Streaming Data Using an
Array of Sliding Windows and PDDs",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2284-2289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200776"}

@article{bb205420,
        AUTHOR = "Bergmann, P. and Batzner, K. and Fauser, M. and Sattlegger, D. and Steger, C.",
        TITLE = "The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset
for Unsupervised Anomaly Detection",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1038-1059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200777"}

@inproceedings{bb205421,
        AUTHOR = "Bergmann, P. and Fauser, M. and Sattlegger, D. and Steger, C.",
        TITLE = "MVTec AD: A Comprehensive Real-World Dataset for Unsupervised Anomaly
Detection",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9584-9592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200778"}

@article{bb205422,
        AUTHOR = "Heckler Kram, L. and Neudeck, J.H. and Scheler, U. and Konig, R. and Steger, C.",
        TITLE = "The MVTec AD 2 Dataset: Advanced Scenarios for Unsupervised Anomaly
Detection",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200779"}

@article{bb205423,
        AUTHOR = "Zhou, K. and Hui, B. and Wang, J.F. and Wang, C.Y. and Wu, T.T.",
        TITLE = "A study on attention-based LSTM for abnormal behavior recognition
with variable pooling",
        JOURNAL = IVC,
        VOLUME = "108",
        YEAR = "2021",
        PAGES = "104120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200780"}

@article{bb205424,
        AUTHOR = "Sreenivasan, S.C. and Bhashyam, S.",
        TITLE = "Sequential Nonparametric Detection of Anomalous Data Streams",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "932-936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200781"}

@article{bb205425,
        AUTHOR = "Wan, S.H. and Xu, X.L. and Wang, T. and Gu, Z.H.",
        TITLE = "An Intelligent Video Analysis Method for Abnormal Event Detection in
Intelligent Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4487-4495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200782"}

@article{bb205426,
        AUTHOR = "Wan, B.Y. and Jiang, W.H. and Fang, Y.M. and Luo, Z.Y. and Ding, G.Q.",
        TITLE = "Anomaly detection in video sequences:
A benchmark and computational model",
        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "14",
        PAGES = "3454-3465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200783"}

@article{bb205427,
        AUTHOR = "Zhong, Y.H. and Chen, X. and Jiang, J.Y. and Ren, F.",
        TITLE = "A cascade reconstruction model with generalization ability evaluation
for anomaly detection in videos",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200784"}

@article{bb205428,
        AUTHOR = "Li, J. and Huang, Q.W. and Du, Y.J. and Zhen, X.T. and Chen, S.Y. and Shao, L.",
        TITLE = "Variational Abnormal Behavior Detection With Motion Consistency",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "275-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200785"}

@article{bb205429,
        AUTHOR = "Rathore, P. and Kumar, D. and Bezdek, J.C. and Rajasegarar, S. and Palaniswami, M.",
        TITLE = "Visual Structural Assessment and Anomaly Detection for High-Velocity
Data Streams",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5979-5992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200786"}

@article{bb205430,
        AUTHOR = "Miller, C. and Corcoran, J.N. and Schneider, M.D.",
        TITLE = "Rare Events via Cross-Entropy Population Monte Carlo",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "439-443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200787"}

@article{bb205431,
        AUTHOR = "Ye, F. and Huang, C.Q. and Cao, J.K. and Li, M.S. and Zhang, Y. and Lu, C.W.",
        TITLE = "Attribute Restoration Framework for Anomaly Detection",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "116-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200788"}

@inproceedings{bb205432,
        AUTHOR = "Park, C. and Cho, M. and Lee, M. and Lee, S.Y.",
        TITLE = "FastAno: Fast Anomaly Detection via Spatio-temporal Patch
Transformation",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1908-1918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200789"}

@article{bb205433,
        AUTHOR = "Zhang, S. and Gong, M. and Xie, Y. and Qin, A.K. and Li, H. and Gao, Y. and Ong, Y.S.",
        TITLE = "Influence-Aware Attention Networks for Anomaly Detection in
Surveillance Videos",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5427-5437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200790"}

@article{bb205434,
        AUTHOR = "Aslam, N. and Rai, P.K. and Kolekar, M.H.",
        TITLE = "A3N: Attention-based adversarial autoencoder network for detecting
anomalies in video sequence",
        JOURNAL = JVCIR,
        VOLUME = "87",
        YEAR = "2022",
        PAGES = "103598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200791"}

@article{bb205435,
        AUTHOR = "Slavic, G. and Alemaw, A.S. and Marcenaro, L. and Gomez, D.M. and Regazzoni, C.",
        TITLE = "A Kalman Variational Autoencoder Model Assisted by Odometric
Clustering for Video Frame Prediction and Anomaly Detection",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "415-429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200792"}

@article{bb205436,
        AUTHOR = "Tran, T.M. and Vu, T.N. and Vo, N.D. and Nguyen, T.V. and Nguyen, K.",
        TITLE = "Anomaly Analysis in Images and Videos: A Comprehensive Review",
        JOURNAL = Surveys,
        VOLUME = "55",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "December",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200793"}

@article{bb205437,
        AUTHOR = "Chen, X.Y. and Kan, S.C. and Zhang, F.H. and Cen, Y.G. and Zhang, L. and Zhang, D.",
        TITLE = "Multiscale spatial temporal attention graph convolution network for
skeleton-based anomaly behavior detection",
        JOURNAL = JVCIR,
        VOLUME = "90",
        YEAR = "2023",
        PAGES = "103707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200794"}

@article{bb205438,
        AUTHOR = "Li, N.J. and Chang, F.L. and Liu, C.S.",
        TITLE = "Human-related anomalous event detection via memory-augmented
Wasserstein generative adversarial network with gradient penalty",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200795"}

@article{bb205439,
        AUTHOR = "Kim, M. and Kim, J. and Yu, J. and Choi, J.K.",
        TITLE = "Active anomaly detection based on deep one-class classification",
        JOURNAL = PRL,
        VOLUME = "167",
        YEAR = "2023",
        PAGES = "18-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200796"}

@article{bb205440,
        AUTHOR = "Wu, K. and Zhu, L. and Shi, W.H. and Wang, W.W. and Wu, J.",
        TITLE = "Self-Attention Memory-Augmented Wavelet-CNN for Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1374-1385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200797"}

@article{bb205441,
        AUTHOR = "Zhang, F.H. and Kan, S.C. and Zhang, D. and Cen, Y.G. and Zhang, L. and Mladenovic, V.",
        TITLE = "A graph model-based multiscale feature fitting method for
unsupervised anomaly detection",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200798"}

@article{bb205442,
        AUTHOR = "Wen, X.P. and Lai, H.C. and Gao, G. and Zhao, Y.J.",
        TITLE = "Video abnormal behaviour detection based on pseudo-3D encoder and
multi-cascade memory mechanism",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "709-721",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200799"}

@article{bb205443,
        AUTHOR = "Thakare, K.V. and Dogra, D.P. and Choi, H. and Kim, H. and Kim, I.J.",
        TITLE = "RareAnom: A Benchmark Video Dataset for Rare Type Anomalies",
        JOURNAL = PR,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "109567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200800"}

@article{bb205444,
        AUTHOR = "Ma, Y.H. and Islam, M.N.A. and Cleland Huang, J. and Chawla, N.V.",
        TITLE = "Detecting Anomalies in Small Unmanned Aerial Systems via Graphical
Normalizing Flows",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "38",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "46-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200801"}

@article{bb205445,
        AUTHOR = "Sinha, K.P. and Kumar, P.",
        TITLE = "Human activity recognition from UAV videos using a novel DMLC-CNN
model",
        JOURNAL = IVC,
        VOLUME = "134",
        YEAR = "2023",
        PAGES = "104674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200802"}

@article{bb205446,
        AUTHOR = "Huang, X. and Hu, Y.T. and Luo, X.Y. and Han, J.G. and Zhang, B.C. and Cao, X.B.",
        TITLE = "Boosting Variational Inference With Margin Learning for Few-Shot
Scene-Adaptive Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2813-2825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200803"}

@article{bb205447,
        AUTHOR = "Kwon, M.S. and Moon, Y.G. and Lee, B. and Noh, J.H.",
        TITLE = "Autoencoders with exponential deviation loss for weakly supervised
anomaly detection",
        JOURNAL = PRL,
        VOLUME = "171",
        YEAR = "2023",
        PAGES = "131-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200804"}

@article{bb205448,
        AUTHOR = "Kshirsagar, A.P. and Azath, H.",
        TITLE = "YOLOv3-based human detection and heuristically modified-LSTM for
abnormal human activities detection in ATM machine",
        JOURNAL = JVCIR,
        VOLUME = "95",
        YEAR = "2023",
        PAGES = "103901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200805"}

@article{bb205449,
        AUTHOR = "Duan, X.Y.",
        TITLE = "Abnormal Behavior Recognition for Human Motion Based on Improved Deep
Reinforcement Learning",
        JOURNAL = IJIG,
        VOLUME = "24",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "2550029",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200806"}

@article{bb205450,
        AUTHOR = "Cen, J.Z. and Jiang, Z.K. and Xie, L.X. and Jiang, D.S. and Shen, W. and Tian, Q.",
        TITLE = "Consensus Synergizes With Memory:
A Simple Approach for Anomaly Segmentation in Urban Scenes",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1086-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200807"}

@article{bb205451,
        AUTHOR = "Kumari, P. and Choudhary, P. and Kujur, V. and Atrey, P.K. and Saini, M.",
        TITLE = "Concept drift challenge in multimedia anomaly detection:
A case study with facial datasets",
        JOURNAL = SP:IC,
        VOLUME = "123",
        YEAR = "2024",
        PAGES = "117100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200808"}

@article{bb205452,
        AUTHOR = "Liao, J.Y. and Xu, X. and Nguyen, M.C. and Goodge, A. and Foo, C.S.",
        TITLE = "COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2090-2103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200809"}

@article{bb205453,
        AUTHOR = "Sun, Y.F. and Wang, H.T. and Hu, Y.L. and Jiang, H. and Yin, B.C.",
        TITLE = "MBMF: Constructing memory banks of multi-scale features for anomaly
detection",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "355-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200810"}

@article{bb205454,
        AUTHOR = "Zhu, H.L. and Wei, P.J. and Xu, Z.G.",
        TITLE = "A Spatio-Temporal Enhanced Graph-Transformer AutoEncoder embedded
pose for anomaly detection",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "405-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200811"}

@article{bb205455,
        AUTHOR = "Ye, J.A. and Hu, Y.J. and Yang, X. and Wang, Q.F. and Huang, C. and Huang, K.",
        TITLE = "SaliencyCut: Augmenting plausible anomalies for anomaly detection",
        JOURNAL = PR,
        VOLUME = "153",
        YEAR = "2024",
        PAGES = "110508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200812"}

@article{bb205456,
        AUTHOR = "Zeng, X.H. and Zhuo, Y. and Liao, T.X. and Guo, J.",
        TITLE = "Cloud-GAN: Cloud Generation Adversarial Networks for anomaly
detection",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200813"}

@article{bb205457,
        AUTHOR = "Liu, T.S. and Lam, K.M. and Bao, B.K.",
        TITLE = "Injecting Text Clues for Improving Anomalous Event Detection From
Weakly Labeled Videos",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "5907-5920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200814"}

@article{bb205458,
        AUTHOR = "Liu, T.S. and Lam, K.M. and Bao, B.K.",
        TITLE = "A Memory-Assisted Knowledge Transferring Framework with Curriculum
Anticipation for Weakly Supervised Online Activity Detection",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1940-1963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200815"}

@article{bb205459,
        AUTHOR = "Liu, J.X. and Niu, J.H. and Li, W.F. and Li, X. and He, B.B. and Zhou, H. and Liu, Y.J. and Li, D. and Wang, B. and Zhang, W.S.",
        TITLE = "XFMP: A Benchmark for Explainable Fine-Grained Abnormal Behavior
Recognition on Medical Personal Protective Equipment",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "10250-10265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200816"}

@article{bb205460,
        AUTHOR = "Liu, J.X. and Hu, S. and Yang, H. and Sun, N.",
        TITLE = "Image quilting heuristic compressed sensing video privacy protection
coding for abnormal behavior detection in private scenes",
        JOURNAL = JVCIR,
        VOLUME = "104",
        YEAR = "2024",
        PAGES = "104307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200817"}

@article{bb205461,
        AUTHOR = "Zhou, L.R. and Gao, Y.Q. and Zhang, M.Q. and Wu, P. and Wang, P. and Zhang, Y.N.",
        TITLE = "Human-Centric Behavior Description in Videos: New Benchmark and Model",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10867-10878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200818"}

@article{bb205462,
        AUTHOR = "Jiang, Y.L. and Li, C.K. and Ding, W.R. and Xiang, J.Z. and Chi, Z.",
        TITLE = "Reasonable Anomaly Detection Based on Long-Term Sequence Modeling",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10764-10778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200819"}

@article{bb205463,
        AUTHOR = "Shyalika, C. and Wickramarachchi, R. and Sheth, A.P.",
        TITLE = "A Comprehensive Survey on Rare Event Prediction",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "November",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200820"}

@article{bb205464,
        AUTHOR = "Zhang, B. and Xue, J.R.",
        TITLE = "Fusing crops representation into snippet via mutual learning for
weakly supervised surveillance anomaly detection",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "8",
        PAGES = "1112-1126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200821"}

@article{bb205465,
        AUTHOR = "Wargnier Dauchelle, V. and Grenier, T. and Durand Dubief, F. and Cotton, F. and Sdika, M.",
        TITLE = "Explainable monotonic networks and constrained learning for
interpretable classification and weakly supervised anomaly detection",
        JOURNAL = PR,
        VOLUME = "160",
        YEAR = "2025",
        PAGES = "111186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200822"}

@article{bb205466,
        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#TT200823"}

@article{bb205467,
        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#TT200824"}

@article{bb205468,
        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#TT200825"}

@inproceedings{bb205469,
        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#TT200826"}

@article{bb205470,
        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#TT200827"}

@article{bb205471,
        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#TT200828"}

@article{bb205472,
        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#TT200829"}

@article{bb205473,
        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#TT200830"}

@article{bb205474,
        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#TT200831"}

@article{bb205475,
        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#TT200832"}

@article{bb205476,
        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#TT200833"}

@article{bb205477,
        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#TT200834"}

@article{bb205478,
        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#TT200835"}

@article{bb205479,
        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#TT200836"}

@article{bb205480,
        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#TT200837"}

@article{bb205481,
        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,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200838"}

@article{bb205482,
        AUTHOR = "Choueb, M.I. and Sekharamantry, P.K. and Martinelli, G. and de Natale, F. and Conci, N.",
        TITLE = "NFlowAD: A normalizing flow model for anomaly detection in human
motion animations",
        JOURNAL = SP:IC,
        VOLUME = "142",
        YEAR = "2026",
        PAGES = "117469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200839"}

@article{bb205483,
        AUTHOR = "Palepally, S.H. and Perumalla, S. and Nelikanti, A.",
        TITLE = "SA-MFPN: Shuffle attention multiple feature pyramid network for
detecting abnormal human activities",
        JOURNAL = SP:IC,
        VOLUME = "143",
        YEAR = "2026",
        PAGES = "117502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200840"}

@article{bb205484,
        AUTHOR = "Li, N. and Wang, D. and Nie, X.",
        TITLE = "OSAD: Open-Set Supervised Anomaly Detection in Surveillance Videos
Based on Margin Metric Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2867-2881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200841"}

@article{bb205485,
        AUTHOR = "Jiang, Y. and Huai, L. and Liu, Y. and Jiang, X.Q.",
        TITLE = "From Abstract Events to Grounded Cues:
Cue-Guided Vision-Language Anomaly Detection",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "1516-1520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200842"}

@article{bb205486,
        AUTHOR = "Cai, X.J. and Qian, Y.C. and Wang, C. and Peng, X.H. and Qian, Y. and Wu, J.",
        TITLE = "Semantic Boosting via Knowledge Sharing and Feedback for Video
Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "6964-6975",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200843"}

@article{bb205487,
        AUTHOR = "Abiew, N.A.K. and Gao, L.J. and Mensah, G. and Dong, W.L. and Mao, Q.",
        TITLE = "HCATRE-AVAD: Hierarchical cross-alignment and temporal relational
encoding for weakly supervised audio-visual anomaly detection",
        JOURNAL = IVC,
        VOLUME = "173",
        YEAR = "2026",
        PAGES = "106072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200844"}

@article{bb205488,
        AUTHOR = "Lu, Y.J. and Pan, Y.L. and Wang, Y.G. and Sun, H. and Liu, Q.Q. and Zhang, G. and Miao, X.",
        TITLE = "ACSD-Net: SSM-based feature extraction with confidence-guided dynamic
fusion for multimodal AxSpA abnormal pattern recognition",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "113936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200845"}

@article{bb205489,
        AUTHOR = "Zhu, J.Q. and Cai, S.F. and Chen, J. and Deng, F. and Ooi, B.C. and Zhang, W.Q.",
        TITLE = "Catching Every Ripple: Enhanced Anomaly Awareness via Dynamic Concept
Adaptation",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9930-9946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200846"}

@article{bb205490,
        AUTHOR = "Siddiquee, M.M.R. and Rafsani, F. and Shah, J. and Wu, T. and Chong, C.D. and Schwedt, T.J. and Li, B.X.",
        TITLE = "AUCp: Pseudo-AUC for Inference Model Selection With Unlabeled
Validation Data in Abnormality Detection",
        JOURNAL = MedImg,
        VOLUME = "45",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3720-3733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200847"}

@inproceedings{bb205491,
        AUTHOR = "Merilleau, Q. and Majhi, S. and Dantcheva, A. and Kong, Q. and Garattoni, L. and Francesca, G. and Bremond, F.",
        TITLE = "Denoise, Divide, Distill, and Predict D3P: Towards Forecasting
Long-horizon Real-world Anomaly from Normalcy",
        BOOKTITLE = WACV26,
        YEAR = "2026",
        PAGES = "6246-6255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT200848"}

@inproceedings{bb205492,
        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#TT200849"}

@inproceedings{bb205493,
        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#TT200850"}

@inproceedings{bb205494,
        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#TT200851"}

@inproceedings{bb205495,
        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#TT200852"}

@inproceedings{bb205496,
        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#TT200853"}

@inproceedings{bb205497,
        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#TT200854"}

@inproceedings{bb205498,
        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#TT200855"}

@inproceedings{bb205499,
        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#TT200856"}

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