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        JOURNAL = MVA,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171628"}

@article{bb176101,
        AUTHOR = "Susan, S. and Hanmandlu, M.",
        TITLE = "Unsupervised detection of nonlinearity in motion using weighted average
of non-extensive entropies",
        JOURNAL = SIViP,
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        NUMBER = "3",
        MONTH = "March",
        PAGES = "511-525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171629"}

@article{bb176102,
        AUTHOR = "Kwon, J. and Lee, K.M.",
        TITLE = "A Unified Framework for Event Summarization and Rare Event Detection
from Multiple Views",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
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        MONTH = "September",
        PAGES = "1737-1750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171630"}

@inproceedings{bb176103,
        AUTHOR = "Kwon, J. and Lee, K.M.",
        TITLE = "A unified framework for event summarization and rare event detection",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1266-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171631"}

@article{bb176104,
        AUTHOR = "Zhang, Z. and Liu, S. and Zhang, Z.W.",
        TITLE = "Consistent Sparse Representation for Abnormal Event Detection",
        JOURNAL = IEICE,
        VOLUME = "E98-D",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1866-1870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171632"}

@article{bb176105,
        AUTHOR = "Jiang, M. and Cui, P. and Faloutsos, C.",
        TITLE = "Suspicious Behavior Detection: Current Trends and Future Directions",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "31",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "31-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171633"}

@article{bb176106,
        AUTHOR = "Epaillard, E. and Bouguila, N.",
        TITLE = "Proportional data modeling with hidden Markov models based on
generalized Dirichlet and Beta-Liouville mixtures applied to anomaly
detection in public areas",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "125-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171634"}

@article{bb176107,
        AUTHOR = "Epaillard, E. and Bouguila, N.",
        TITLE = "Data-free metrics for Dirichlet and generalized Dirichlet
mixture-based HMMs: A practical study",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "207-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171635"}

@article{bb176108,
        AUTHOR = "Fortunati, S. and Gini, F. and Greco, M.S. and Farina, A. and Graziano, A. and Giompapa, S.",
        TITLE = "An improvement of the state-of-the-art covariance-based methods for
statistical anomaly detection algorithms",
        JOURNAL = SIViP,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "687-694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171636"}

@article{bb176109,
        AUTHOR = "Ben Abdallah, A.C. and Gouiffes, M. and Lacassagne, L.",
        TITLE = "A modular system for global and local abnormal event detection and
categorization in videos",
        JOURNAL = MVA,
        VOLUME = "27",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "463-481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171637"}

@article{bb176110,
        AUTHOR = "Choudhary, A. and Chaudhury, S.",
        TITLE = "Video analytics revisited",
        JOURNAL = IET-CV,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "4",
        PAGES = "237-247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171638"}

@inproceedings{bb176111,
        AUTHOR = "Choudhary, A. and Pal, M. and Banerjee, S. and Chaudhury, S.",
        TITLE = "Unusual Activity Analysis Using Video Epitomes and pLSA",
        BOOKTITLE = ICCVGIP08,
        YEAR = "2008",
        PAGES = "390-397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171639"}

@article{bb176112,
        AUTHOR = "Singh, D. and Mohan, C.K.",
        TITLE = "Graph formulation of video activities for abnormal activity
recognition",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171640"}

@article{bb176113,
        AUTHOR = "Colque, R.V.H.M. and Caetano, C. and de Andrade, M.T.L. and Schwartz, W.R.",
        TITLE = "Histograms of Optical Flow Orientation and Magnitude and Entropy to
Detect Anomalous Events in Videos",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "673-682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171641"}

@article{bb176114,
        AUTHOR = "Yu, B. and Liu, Y. and Sun, Q.",
        TITLE = "A Content-Adaptively Sparse Reconstruction Method for Abnormal Events
Detection With Low-Rank Property",
        JOURNAL = SMCS,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "704-716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171642"}

@article{bb176115,
        AUTHOR = "Bensch, R. and Scherf, N. and Huisken, J. and Brox, T. and Ronneberger, O.",
        TITLE = "Spatiotemporal Deformable Prototypes for Motion Anomaly Detection",
        JOURNAL = IJCV,
        VOLUME = "122",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "502-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171643"}

@inproceedings{bb176116,
        AUTHOR = "Bensch, R. and Brox, T. and Ronneberger, O.",
        TITLE = "Spatiotemporal Deformable Prototypes for Motion Anomaly Detection",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171643"}

@article{bb176117,
        AUTHOR = "Martin, R.A. and Blackburn, L. and Pulsipher, J. and Franke, K. and Hedengren, J.D.",
        TITLE = "Potential Benefits of Combining Anomaly Detection with View Planning
for UAV Infrastructure Modeling",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171644"}

@inproceedings{bb176118,
        AUTHOR = "Chebi, H. and Acheli, D. and Kesraoui, M.",
        TITLE = "Strategy of detecting abnormal behaviors by fuzzy logic",
        BOOKTITLE = ISCV17,
        YEAR = "2017",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171645"}

@article{bb176119,
        AUTHOR = "Fuse, T. and Kamiya, K.",
        TITLE = "Statistical Anomaly Detection in Human Dynamics Monitoring Using a
Hierarchical Dirichlet Process Hidden Markov Model",
        JOURNAL = ITS,
        VOLUME = "18",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3083-3092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171646"}

@inproceedings{bb176120,
        AUTHOR = "Kamiya, K. and Fuse, T.",
        TITLE = "Statistical Anomaly Detection for Monitoring of Human Dynamics",
        BOOKTITLE = Seamless15,
        YEAR = "2015",
        PAGES = "93-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171647"}

@article{bb176121,
        AUTHOR = "Li, S.F. and Yang, Y.Q. and Liu, C.X.",
        TITLE = "Anomaly detection based on two global grid motion templates",
        JOURNAL = SP:IC,
        VOLUME = "60",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "6-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171648"}

@article{bb176122,
        AUTHOR = "Li, S.F. and Liu, C.X. and Yang, Y.Q.",
        TITLE = "Anomaly detection based on maximum a posteriori",
        JOURNAL = PRL,
        VOLUME = "107",
        YEAR = "2018",
        PAGES = "91-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171649"}

@article{bb176123,
        AUTHOR = "Torres, B.S. and Pedrini, H.",
        TITLE = "Detection of complex video events through visual rhythm",
        JOURNAL = VC,
        VOLUME = "34",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "145-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171650"}

@article{bb176124,
        AUTHOR = "Xu, K. and Jiang, X.H. and Sun, T.F.",
        TITLE = "Anomaly Detection Based on Stacked Sparse Coding With Intraframe
Classification Strategy",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1062-1074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171651"}

@article{bb176125,
        AUTHOR = "Li, S.F. and Liu, C.X. and Yang, Y.Q.",
        TITLE = "Anomaly detection based on sparse coding with two kinds of dictionaries",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "983-989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171652"}

@article{bb176126,
        AUTHOR = "Hunt, X.J. and Willett, R.",
        TITLE = "Online Data Thinning via Multi-Subspace Tracking",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1173-1187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171653"}

@article{bb176127,
        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#TT171654"}

@article{bb176128,
        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#TT171655"}

@article{bb176129,
        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#TT171656"}

@article{bb176130,
        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#TT171657"}

@inproceedings{bb176131,
        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#TT171658"}

@article{bb176132,
        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#TT171659"}

@article{bb176133,
        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#TT171660"}

@article{bb176134,
        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#TT171661"}

@article{bb176135,
        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#TT171662"}

@article{bb176136,
        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#TT171663"}

@article{bb176137,
        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#TT171664"}

@article{bb176138,
        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#TT171665"}

@article{bb176139,
        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#TT171666"}

@article{bb176140,
        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#TT171667"}

@article{bb176141,
        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#TT171668"}

@article{bb176142,
        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#TT171669"}

@article{bb176143,
        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#TT171670"}

@article{bb176144,
        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#TT171671"}

@article{bb176145,
        AUTHOR = "Asad, M. and Yang, J. and Tu, E. and Chen, L.M. and He, X.J.",
        TITLE = "Anomaly3D: Video anomaly detection based on 3D-normality clusters",
        JOURNAL = JVCIR,
        VOLUME = "75",
        YEAR = "2021",
        PAGES = "103047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171672"}

@inproceedings{bb176146,
        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#TT171673"}

@article{bb176147,
        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#TT171674"}

@article{bb176148,
        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#TT171675"}

@inproceedings{bb176149,
        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#TT171676"}

@article{bb176150,
        AUTHOR = "Yahaya, S.W. and Lotfi, A. and Mahmud, M.",
        TITLE = "Towards a data-driven adaptive anomaly detection system for human
activity",
        JOURNAL = PRL,
        VOLUME = "145",
        YEAR = "2021",
        PAGES = "200-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171677"}

@article{bb176151,
        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,
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        YEAR = "2021",
        PAGES = "104120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171678"}

@article{bb176152,
        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#TT171679"}

@article{bb176153,
        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#TT171680"}

@article{bb176154,
        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#TT171681"}

@article{bb176155,
        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,
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171682"}

@article{bb176156,
        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#TT171683"}

@article{bb176157,
        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",
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        MONTH = "December",
        PAGES = "5979-5992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171684"}

@article{bb176158,
        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#TT171685"}

@article{bb176159,
        AUTHOR = "Ye, F. and Huang, C.Q. and Cao, J. and Li, M. 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#TT171686"}

@inproceedings{bb176160,
        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#TT171687"}

@article{bb176161,
        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#TT171688"}

@article{bb176162,
        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#TT171689"}

@article{bb176163,
        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#TT171690"}

@article{bb176164,
        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#TT171691"}

@article{bb176165,
        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#TT171692"}

@article{bb176166,
        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#TT171693"}

@article{bb176167,
        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#TT171694"}

@article{bb176168,
        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#TT171695"}

@article{bb176169,
        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#TT171696"}

@article{bb176170,
        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#TT171697"}

@article{bb176171,
        AUTHOR = "Ali, M.M.",
        TITLE = "Real-time video anomaly detection for smart surveillance",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "5",
        PAGES = "1375-1388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171698"}

@article{bb176172,
        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#TT171699"}

@article{bb176173,
        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#TT171700"}

@article{bb176174,
        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#TT171701"}

@article{bb176175,
        AUTHOR = "Huang, X. and Hu, Y. 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#TT171702"}

@article{bb176176,
        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#TT171703"}

@article{bb176177,
        AUTHOR = "Kommanduri, R. and Ghorai, M.",
        TITLE = "Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video
anomaly detection",
        JOURNAL = JVCIR,
        VOLUME = "95",
        YEAR = "2023",
        PAGES = "103860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171704"}

@article{bb176178,
        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#TT171705"}

@article{bb176179,
        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 = "Jan",
        PAGES = "2550029",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171706"}

@article{bb176180,
        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#TT171707"}

@article{bb176181,
        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#TT171708"}

@article{bb176182,
        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#TT171709"}

@article{bb176183,
        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#TT171710"}

@article{bb176184,
        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#TT171711"}

@inproceedings{bb176185,
        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#TT171712"}

@inproceedings{bb176186,
        AUTHOR = "Cai, F.Z. and Xia, S.",
        TITLE = "Mixed Distillation for Unsupervised Anomaly Detection",
        BOOKTITLE = MVA23,
        YEAR = "2023",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171713"}

@inproceedings{bb176187,
        AUTHOR = "Guo, H. and Ren, L.P. and Fu, J.J. and Wang, Y. and Zhang, Z.Z. and Lan, C.L. and Wang, H.Q. and Hou, X.W.",
        TITLE = "Template-guided Hierarchical Feature Restoration for Anomaly
Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "6424-6435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171714"}

@inproceedings{bb176188,
        AUTHOR = "Cao, T. and Zhu, J. and Pang, G.S.",
        TITLE = "Anomaly Detection under Distribution Shift",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "6488-6500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171715"}

@inproceedings{bb176189,
        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#TT171716"}

@inproceedings{bb176190,
        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-f729.html#TT171717"}

@inproceedings{bb176191,
        AUTHOR = "Leveni, F. and Magri, L. and Alippi, C. and Boracchi, G.",
        TITLE = "Hashing for Structure-based Anomaly Detection",
        BOOKTITLE = CIAP23,
        YEAR = "2023",
        PAGES = "II:25-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171718"}

@inproceedings{bb176192,
        AUTHOR = "Ma, W. and Lan, S.Y. and Huang, W. and Ma, Y.T. and Yang, H.Y. and Pan, W. and Zheng, Y.",
        TITLE = "Flow-Based One-Class Anomaly Detection with Multi-Frequency Feature
Fusion",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "3474-3478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171719"}

@inproceedings{bb176193,
        AUTHOR = "Wang, H. and Dai, L.Q. and Tong, J.L. and Zhai, Y.",
        TITLE = "Odd: One-Class Anomaly Detection Via The Diffusion Model",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "3000-3004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171720"}

@inproceedings{bb176194,
        AUTHOR = "Gangloff, H. and Pham, M.T. and Courtrai, L. and Lefevre, S.",
        TITLE = "Unsupervised Anomaly Detection Using Variational Autoencoder with
Gaussian Random Field Prior",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171721"}

@inproceedings{bb176195,
        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.",
        TITLE = "Unsupervised Anomaly Detection with Local-Sensitive VQVAE and
Global-Sensitive Transformers",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1080-1084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171722"}

@inproceedings{bb176196,
        AUTHOR = "Cui, Y.J. and Liu, Z.X. and Lian, S.",
        TITLE = "Patch-Wise Auto-Encoder for Visual Anomaly Detection",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "870-874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171723"}

@inproceedings{bb176197,
        AUTHOR = "Zhao, M.Y. and Song, Y.H.",
        TITLE = "Abnormal-Aware Loss and Full Distillation for Unsupervised Anomaly
Detection Based on Knowledge Distillation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "715-719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171724"}

@inproceedings{bb176198,
        AUTHOR = "Belton, N. and Hagos, M.T. and Lawlor, A. and Curran, K.M.",
        TITLE = "FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks",
        BOOKTITLE = VAND23,
        YEAR = "2023",
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@inproceedings{bb176199,
        AUTHOR = "Zhang, X. and Li, S.Y. and Li, X. and Huang, P. and Shan, J. and Chen, T.",
        TITLE = "DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly
Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT171726"}

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