@article{bb200400,
        AUTHOR = "Loy, C.C. and Xiang, T. and Gong, S.G.",
        TITLE = "Time-Delayed Correlation Analysis for Multi-Camera Activity
Understanding",
        JOURNAL = IJCV,
        VOLUME = "90",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195778"}

@inproceedings{bb200401,
        AUTHOR = "Loy, C.C. and Xiang, T. and Gong, S.G.",
        TITLE = "Modelling Activity Global Temporal Dependencies Using Time Delayed
Probabilistic Graphical Model",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "120-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195779"}

@inproceedings{bb200402,
        AUTHOR = "Loy, C.C. and Xiang, T. and Gong, S.G.",
        TITLE = "Modelling Multi-object Activity by Gaussian Processes",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195780"}

@inproceedings{bb200403,
        AUTHOR = "Loy, C.C. and Xiang, T. and Gong, S.G.",
        TITLE = "Multi-camera activity correlation analysis",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1988-1995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195781"}

@inproceedings{bb200404,
        AUTHOR = "Loy, C.C. and Xiang, T. and Gong, S.G.",
        TITLE = "From local temporal correlation to global anomaly detection",
        BOOKTITLE = MLMotion08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195782"}

@article{bb200405,
        AUTHOR = "Loy, C.C. and Xiang, T. and Gong, S.G.",
        TITLE = "Detecting and discriminating behavioural anomalies",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "117-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195783"}

@article{bb200406,
        AUTHOR = "Moshtaghi, M. and Havens, T.C. and Bezdek, J.C. and Park, L. and Leckie, C. and Rajasegarar, S. and Keller, J.M. and Palaniswami, M.",
        TITLE = "Clustering ellipses for anomaly detection",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "55-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195784"}

@article{bb200407,
        AUTHOR = "Benezeth, Y. and Jodoin, P.M. and Saligrama, V.",
        TITLE = "Abnormality detection using low-level co-occurring events",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "423-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195785"}

@inproceedings{bb200408,
        AUTHOR = "Benezeth, Y. and Jodoin, P.M. and Saligrama, V. and Rosenberger, C.",
        TITLE = "Abnormal events detection based on spatio-temporal co-occurences",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2458-2465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195786"}

@inproceedings{bb200409,
        AUTHOR = "Ermis, E.B. and Saligrama, V. and Jodoin, P.M. and Konrad, J.",
        TITLE = "Motion segmentation and abnormal behavior detection via behavior
clustering",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "769-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195787"}

@inproceedings{bb200410,
        AUTHOR = "Ermis, E.B. and Saligrama, V. and Jodoin, P.M. and Konrad, J.",
        TITLE = "Abnormal behavior detection and behavior matching for networked cameras",
        BOOKTITLE = ICDSC08,
        YEAR = "2008",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195788"}

@article{bb200411,
        AUTHOR = "Liu, C. and Wang, G.J. and Ning, W.X. and Lin, X.G.",
        TITLE = "Drastic Anomaly Detection in Video Using Motion Direction Statistics",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1700-1707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195789"}

@inproceedings{bb200412,
        AUTHOR = "Liu, C. and Wang, G.J. and Ning, W.X. and Lin, X.G. and Li, L. and Liu, Z.",
        TITLE = "Anomaly detection in surveillance video using motion direction
statistics",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "717-720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195790"}

@article{bb200413,
        AUTHOR = "Ntalampiras, S. and Potamitis, I. and Fakotakis, N.",
        TITLE = "Probabilistic Novelty Detection for Acoustic Surveillance Under
Real-World Conditions",
        JOURNAL = MultMed,
        VOLUME = "13",
        YEAR = "2011",
        NUMBER = "4",
        PAGES = "713-719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195791"}

@article{bb200414,
        AUTHOR = "Popoola, O.P. and Wang, K.",
        TITLE = "Video-Based Abnormal Human Behavior Recognition: A Review",
        JOURNAL = SMC-C,
        VOLUME = "42",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "865-878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195792"}

@article{bb200415,
        AUTHOR = "Varadarajan, J. and Emonet, R. and Odobez, J.M.",
        TITLE = "A Sequential Topic Model for Mining Recurrent Activities from Long Term
Video Logs",
        JOURNAL = IJCV,
        VOLUME = "103",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "May",
        PAGES = "100-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195793"}

@article{bb200416,
        AUTHOR = "Emonet, R. and Varadarajan, J. and Odobez, J.M.",
        TITLE = "Temporal Analysis of Motif Mixtures Using Dirichlet Processes",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "140-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195794"}

@inproceedings{bb200417,
        AUTHOR = "Emonet, R. and Varadarajan, J. and Odobez, J.M.",
        TITLE = "Extracting and locating temporal motifs in video scenes using a
hierarchical non parametric Bayesian model",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "3233-3240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195795"}

@inproceedings{bb200418,
        AUTHOR = "Varadarajan, J. and Emonet, R. and Odobez, J.M.",
        TITLE = "Probabilistic Latent Sequential Motifs:
Discovering temporal activity patterns in video scenes",
        BOOKTITLE = BMVC10,
        YEAR = "2010",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195796"}

@inproceedings{bb200419,
        AUTHOR = "Varadarajan, J. and Odobez, J.M.",
        TITLE = "Topic models for scene analysis and abnormality detection",
        BOOKTITLE = VS09,
        YEAR = "2009",
        PAGES = "1338-1345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195797"}

@article{bb200420,
        AUTHOR = "Lee, S.C. and Nevatia, R.",
        TITLE = "Hierarchical abnormal event detection by real time and semi-real time
multi-tasking video surveillance system",
        JOURNAL = MVA,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "133-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195798"}

@article{bb200421,
        AUTHOR = "Kim, J. and Kim, D.J.",
        TITLE = "Accurate Static Region Classification Using Multiple Cues for ARO
Detection",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "937-941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195799"}

@inproceedings{bb200422,
        AUTHOR = "Kim, J. and Kang, B.N. and Wang, H. and Kim, D.J.",
        TITLE = "Abnormal Object Detection Using Feedforward Model and Sequential
Filters",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "70-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195800"}

@article{bb200423,
        AUTHOR = "Song, L. and Jiang, F. and Shi, Z. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Toward Dynamic Scene Understanding by Hierarchical Motion Pattern
Mining",
        JOURNAL = ITS,
        VOLUME = "15",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "1273-1285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195801"}

@article{bb200424,
        AUTHOR = "Alvar, M. and Torsello, A. and Sanchez Miralles, A. and Armingol, J.M.",
        TITLE = "Abnormal behavior detection using dominant sets",
        JOURNAL = MVA,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "1351-1368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195802"}

@article{bb200425,
        AUTHOR = "Susan, S. and Hanmandlu, M.",
        TITLE = "Unsupervised detection of nonlinearity in motion using weighted average
of non-extensive entropies",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "511-525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195803"}

@article{bb200426,
        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",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1737-1750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195804"}

@inproceedings{bb200427,
        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#TT195805"}

@article{bb200428,
        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#TT195806"}

@article{bb200429,
        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#TT195807"}

@article{bb200430,
        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#TT195808"}

@article{bb200431,
        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#TT195809"}

@article{bb200432,
        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#TT195810"}

@article{bb200433,
        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#TT195811"}

@article{bb200434,
        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#TT195812"}

@inproceedings{bb200435,
        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#TT195813"}

@article{bb200436,
        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",
        PAGES = "265-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195814"}

@article{bb200437,
        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#TT195815"}

@article{bb200438,
        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#TT195816"}

@article{bb200439,
        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#TT195817"}

@inproceedings{bb200440,
        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#TT195817"}

@article{bb200441,
        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#TT195818"}

@inproceedings{bb200442,
        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#TT195819"}

@article{bb200443,
        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#TT195820"}

@inproceedings{bb200444,
        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#TT195821"}

@article{bb200445,
        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#TT195822"}

@article{bb200446,
        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#TT195823"}

@article{bb200447,
        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#TT195824"}

@article{bb200448,
        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#TT195825"}

@article{bb200449,
        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#TT195826"}

@article{bb200450,
        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#TT195827"}

@article{bb200451,
        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#TT195828"}

@article{bb200452,
        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#TT195829"}

@article{bb200453,
        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#TT195830"}

@article{bb200454,
        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#TT195831"}

@inproceedings{bb200455,
        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#TT195832"}

@article{bb200456,
        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#TT195833"}

@article{bb200457,
        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#TT195834"}

@article{bb200458,
        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#TT195835"}

@article{bb200459,
        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#TT195836"}

@article{bb200460,
        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#TT195837"}

@article{bb200461,
        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#TT195838"}

@article{bb200462,
        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#TT195839"}

@article{bb200463,
        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#TT195840"}

@article{bb200464,
        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#TT195841"}

@article{bb200465,
        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#TT195842"}

@article{bb200466,
        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#TT195843"}

@article{bb200467,
        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#TT195844"}

@article{bb200468,
        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#TT195845"}

@inproceedings{bb200469,
        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#TT195846"}

@article{bb200470,
        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#TT195847"}

@article{bb200471,
        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#TT195848"}

@inproceedings{bb200472,
        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#TT195849"}

@article{bb200473,
        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#TT195850"}

@article{bb200474,
        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#TT195851"}

@article{bb200475,
        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#TT195852"}

@article{bb200476,
        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#TT195853"}

@article{bb200477,
        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#TT195854"}

@article{bb200478,
        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#TT195855"}

@article{bb200479,
        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#TT195856"}

@article{bb200480,
        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#TT195857"}

@article{bb200481,
        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#TT195858"}

@article{bb200482,
        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#TT195859"}

@inproceedings{bb200483,
        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#TT195860"}

@article{bb200484,
        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#TT195861"}

@article{bb200485,
        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#TT195862"}

@article{bb200486,
        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#TT195863"}

@article{bb200487,
        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#TT195864"}

@article{bb200488,
        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#TT195865"}

@article{bb200489,
        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#TT195866"}

@article{bb200490,
        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#TT195867"}

@article{bb200491,
        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#TT195868"}

@article{bb200492,
        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#TT195869"}

@article{bb200493,
        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#TT195870"}

@article{bb200494,
        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#TT195871"}

@article{bb200495,
        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#TT195872"}

@article{bb200496,
        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#TT195873"}

@article{bb200497,
        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#TT195874"}

@article{bb200498,
        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#TT195875"}

@article{bb200499,
        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#TT195876"}

Last update:May 3, 2026 at 17:51:13