@inproceedings{bb200400,
        AUTHOR = "Romdhane, R. and Bremond, F. and Thonnat, M.",
        TITLE = "A Framework Dealing with Uncertainty for Complex Event Recognition",
        BOOKTITLE = AVSS10,
        YEAR = "2010",
        PAGES = "392-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195779"}

@inproceedings{bb200401,
        AUTHOR = "Zaidenberg, S. and Boulay, B. and Bremond, F.",
        TITLE = "A Generic Framework for Video Understanding Applied to Group Behavior
Recognition",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "136-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195780"}

@inproceedings{bb200402,
        AUTHOR = "Kieran, D. and Yan, W.Q.",
        TITLE = "A Framework for an Event Driven Video Surveillance System",
        BOOKTITLE = AVSS10,
        YEAR = "2010",
        PAGES = "97-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195781"}

@inproceedings{bb200403,
        AUTHOR = "Matsukawa, T. and Kurita, T.",
        TITLE = "Action Recognition Using Three-Way Cross-Correlations Feature of Local
Moton Attributes",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1731-1734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195782"}

@inproceedings{bb200404,
        AUTHOR = "Messing, R. and Pal, C. and Kautz, H.",
        TITLE = "Activity recognition using the velocity histories of tracked keypoints",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "104-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195783"}

@inproceedings{bb200405,
        AUTHOR = "Kovacs, L. and Utasi, A. and Szlavik, Z. and Havasi, L. and Petras, I. and Sziranyi, T.",
        TITLE = "Digital Video Event Detector Framework for Surveillance Applications",
        BOOKTITLE = AVSBS09,
        YEAR = "2009",
        PAGES = "565-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195784"}

@inproceedings{bb200406,
        AUTHOR = "Mattivi, R. and Shao, L.",
        TITLE = "Human Action Recognition Using LBP-TOP as Sparse Spatio-Temporal
Feature Descriptor",
        BOOKTITLE = CAIP09,
        YEAR = "2009",
        PAGES = "740-747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195785"}

@inproceedings{bb200407,
        AUTHOR = "Hatun, K. and Duygulu, P.",
        TITLE = "Pose sentences: A new representation for action recognition using
sequence of pose words",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195786"}

@inproceedings{bb200408,
        AUTHOR = "Patron Perez, A. and Sommerlade, E. and Reid, I.D.",
        TITLE = "Action recognition using shared motion parts",
        BOOKTITLE = VS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195787"}

@inproceedings{bb200409,
        AUTHOR = "Sommerlade, E. and Reid, I.D.",
        TITLE = "Cooperative Surveillance of Multiple Targets using Mutual Information",
        BOOKTITLE = M2SFA208,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195788"}

@inproceedings{bb200410,
        AUTHOR = "Tran, S.D. and Davis, L.S.",
        TITLE = "Event Modeling and Recognition Using Markov Logic Networks",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "II: 610-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195789"}

@inproceedings{bb200411,
        AUTHOR = "Wang, Z.X. and Hu, Y.Q. and Chia, L.T.",
        TITLE = "Image-to-Class Distance Metric Learning for Image Classification",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "I: 706-719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195790"}

@inproceedings{bb200412,
        AUTHOR = "Wang, Z.X. and Hu, Y.Q. and Chia, L.T.",
        TITLE = "Multi-label learning by Image-to-Class distance for scene
classification and image annotation",
        BOOKTITLE = CIVR10,
        YEAR = "2010",
        PAGES = "105-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195791"}

@inproceedings{bb200413,
        AUTHOR = "Wang, Z.X. and Hu, Y.Q. and Chia, L.T.",
        TITLE = "Learning instance-to-class distance for human action recognition",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "3545-3548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195792"}

@inproceedings{bb200414,
        AUTHOR = "Zhang, Z.M. and Hu, Y.Q. and Chan, S. and Chia, L.T.",
        TITLE = "Motion Context: A New Representation for Human Action Recognition",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "IV: 817-829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195793"}

@inproceedings{bb200415,
        AUTHOR = "Vitaladevuni, S.N. and Natarajan, P. and Wu, S. and Zhuang, X.D. and Prasad, R. and Natarajan, P.",
        TITLE = "Scene image categorization and video event detection using Naive Bayes
Nearest Neighbor",
        BOOKTITLE = WACV13,
        YEAR = "2013",
        PAGES = "140-147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195794"}

@inproceedings{bb200416,
        AUTHOR = "Vitaladevuni, S.N. and Natarajan, P. and Prasad, R. and Natarajan, P.",
        TITLE = "Efficient Orthogonal Matching Pursuit using sparse random projections
for scene and video classification",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "2312-2319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195795"}

@inproceedings{bb200417,
        AUTHOR = "Vitaladevuni, S.N. and Kellokumpu, V. and Davis, L.S.",
        TITLE = "Action recognition using ballistic dynamics",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195796"}

@inproceedings{bb200418,
        AUTHOR = "Zhai, Y. and Tian, Y.L. and Hampapur, A.",
        TITLE = "Composite Spatio-Temporal Event Detection in Multi-Camera Surveillance
Networks",
        BOOKTITLE = M2SFA208,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195797"}

@inproceedings{bb200419,
        AUTHOR = "Velipasalar, S. and Brown, L.M. and Hampapur, A.",
        TITLE = "Specifying, Interpreting and Detecting High-level, Spatio-Temporal
Composite Events in Single and Multi-Camera Systems",
        BOOKTITLE = SLAM06,
        YEAR = "2006",
        PAGES = "110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195798"}

@inproceedings{bb200420,
        AUTHOR = "Piriou, G. and Bouthemy, P. and Yao, J.F.",
        TITLE = "Learned probabilistic image motion models for event detection in videos",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 207-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195799"}

@inproceedings{bb200421,
        AUTHOR = "Minnen, D.C. and Wren, C.R.",
        TITLE = "Finding temporal patterns by data decomposition",
        BOOKTITLE = AFGR04,
        YEAR = "2004",
        PAGES = "608-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195800"}

@inproceedings{bb200422,
        AUTHOR = "Shi, Y.F. and Bobick, A.F. and Essa, I.A.",
        TITLE = "Learning Temporal Sequence Model from Partially Labeled Data",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 1631-1638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195801"}

@inproceedings{bb200423,
        AUTHOR = "Shi, Y.F. and Huang, Y. and Minnen, D. and Bobick, A.F. and Essa, I.A.",
        TITLE = "Propagation networks for recognition of partially ordered sequential
action",
        BOOKTITLE = CVPR04,
        YEAR = "2004",
        PAGES = "II: 862-869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195802"}

@inproceedings{bb200424,
        AUTHOR = "Gutchess, D. and Trajkovic, M. and Cohen Solal, E. and Lyons, D.M. and Jain, A.K.",
        TITLE = "A Background Model Initialization Algorithm for Video Surveillance",
        BOOKTITLE = ICCV01,
        YEAR = "2001",
        PAGES = "I: 733-740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195803"}

@inproceedings{bb200425,
        AUTHOR = "Burns, J.B.",
        TITLE = "Detecting independently moving objects and their interactions in
georeferenced airborne video",
        BOOKTITLE = EventVideo01,
        YEAR = "2001",
        PAGES = "12-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195804"}

@inproceedings{bb200426,
        AUTHOR = "Marks, R.L. and Burns, J.B.",
        TITLE = "Object tracking system using statistical modeling and
geometric relationship",
        BOOKTITLE = US_Patent,
        YEAR = "1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195805"}

@inproceedings{bb200427,
        AUTHOR = "Marks, R.L.",
        TITLE = "Method of tracking objects with an imaging device",
        BOOKTITLE = US_Patent,
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195806"}

@inproceedings{bb200428,
        AUTHOR = "Gibbins, D. and Newsam, G.N. and Brooks, M.J.",
        TITLE = "Detecting Suspicious Background Changes in Video Surveillance of
Busy Scenes",
        BOOKTITLE = WACV96,
        YEAR = "1996",
        PAGES = "22-26",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195807"}

@inproceedings{bb200429,
        AUTHOR = "Burrell, A. and Papantoni, T.",
        TITLE = "Sequential Algorithms for Detecting Changes in Acting Stochastic
Processes and On-line Learning of Their Operational Parameters",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 656-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195808"}

@inproceedings{bb200430,
        AUTHOR = "Dawson Howe, K.M.",
        TITLE = "Active Surveillance Using Dynamic Background Substraction",
        BOOKTITLE = TR,
        YEAR = "1996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195809"}

@inproceedings{bb200431,
        AUTHOR = "Krogh, A.",
        TITLE = "Hidden Markov models for labeled sequences",
        BOOKTITLE = ICPR94,
        YEAR = "1994",
        PAGES = "B:140-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f728.html#TT195810"}

@inproceedings{bb200432,
        AUTHOR = "Scarth, G.B. and Somorjai, R.L.",
        TITLE = "Method and apparatus for detection of events or
novelties over a change of state",
        BOOKTITLE = US_Patent,
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195811"}

@article{bb200433,
        AUTHOR = "Laur, P.A. and Nock, R. and Symphor, J.E. and Poncelet, P.",
        TITLE = "Mining evolving data streams for frequent patterns",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "492-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195812"}

@inproceedings{bb200434,
        AUTHOR = "Nock, R. and Laur, P.A. and Symphor, J.E.",
        TITLE = "Statistical Borders for Incremental Mining",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 212-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195813"}

@article{bb200435,
        AUTHOR = "Huang, Y. and Pei, J. and Xiong, H.",
        TITLE = "Mining Co-Location Patterns with Rare Events from Spatial Data Sets",
        JOURNAL = GeoInfo,
        VOLUME = "10",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "239-260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195814"}

@article{bb200436,
        AUTHOR = "Boiman, O. and Irani, M.",
        TITLE = "Detecting Irregularities in Images and in Video",
        JOURNAL = IJCV,
        VOLUME = "74",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "August",
        PAGES = "17-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195815"}

@inproceedings{bb200437,
        AUTHOR = "Boiman, O. and Irani, M.",
        TITLE = "Detecting Irregularities in Images and in Video",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "I: 462-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195815"}

@article{bb200438,
        AUTHOR = "Adam, A. and Rivlin, E. and Shimshoni, I. and Reinitz, D.",
        TITLE = "Robust Real-Time Unusual Event Detection using Multiple Fixed-Location
Monitors",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "555-560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195816"}

@article{bb200439,
        AUTHOR = "Pruteanu Malinici, I. and Carin, L.",
        TITLE = "Infinite Hidden Markov Models for Unusual-Event Detection in Video",
        JOURNAL = IP,
        VOLUME = "17",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "811-822",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195817"}

@inproceedings{bb200440,
        AUTHOR = "Pruteanu Malinici, I. and Carin, L.",
        TITLE = "Infinite Hidden Markov Models and ISA Features for Unusual-Event
Detection in Video",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "V: 137-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195818"}

@article{bb200441,
        AUTHOR = "Sudo, K. and Osawa, T. and Wakabayashi, K. and Koike, H. and Arakawa, K.",
        TITLE = "Estimating Anomality of the Video Sequences for Surveillance Using
1-Class SVM",
        JOURNAL = IEICE,
        VOLUME = "E91-D",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1929-1936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195819"}

@article{bb200442,
        AUTHOR = "Tziakos, I. and Cavallaro, A. and Xu, L.Q.",
        TITLE = "Video event segmentation and visualisation in non-linear subspace",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "123-131,",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195820"}

@article{bb200443,
        AUTHOR = "Singh, S. and Tu, H. and Donat, W. and Pattipati, K. and Willett, P.",
        TITLE = "Anomaly Detection via Feature-Aided Tracking and Hidden Markov Models",
        JOURNAL = SMC-A,
        VOLUME = "39",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "144-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195821"}

@inproceedings{bb200444,
        AUTHOR = "Monachino, C.A. and Paradis, R.D.",
        TITLE = "Scene analysis surveillance system",
        BOOKTITLE = US_Patent,
        YEAR = "2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195822"}

@article{bb200445,
        AUTHOR = "Silva, J. and Willett, R.M.",
        TITLE = "Hypergraph-Based Anomaly Detection of High-Dimensional Co-Occurrences",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "563-569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195823"}

@article{bb200446,
        AUTHOR = "Rao, C. and Ray, A. and Sarkar, S. and Yasar, M.",
        TITLE = "Review and comparative evaluation of symbolic dynamic filtering for
detection of anomaly patterns",
        JOURNAL = SIViP,
        VOLUME = "3",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195824"}

@article{bb200447,
        AUTHOR = "Dong, Q. and Wu, Y. and Hu, Z.",
        TITLE = "Pointwise Motion Image (PMI): A Novel Motion Representation and Its
Applications to Abnormality Detection and Behavior Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "19",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "407-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195825"}

@article{bb200448,
        AUTHOR = "Khalid, S. and Razzaq, S.",
        TITLE = "Frameworks for multivariate m-mediods based modeling and classification
in Euclidean and general feature spaces",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1092-1103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT195826"}

@article{bb200449,
        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#TT195827"}

@inproceedings{bb200450,
        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#TT195828"}

@inproceedings{bb200451,
        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#TT195829"}

@inproceedings{bb200452,
        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#TT195830"}

@inproceedings{bb200453,
        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#TT195831"}

@article{bb200454,
        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#TT195832"}

@article{bb200455,
        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#TT195833"}

@article{bb200456,
        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#TT195834"}

@inproceedings{bb200457,
        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#TT195835"}

@inproceedings{bb200458,
        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#TT195836"}

@inproceedings{bb200459,
        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#TT195837"}

@article{bb200460,
        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#TT195838"}

@inproceedings{bb200461,
        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#TT195839"}

@article{bb200462,
        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#TT195840"}

@article{bb200463,
        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#TT195841"}

@article{bb200464,
        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#TT195842"}

@article{bb200465,
        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#TT195843"}

@inproceedings{bb200466,
        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#TT195844"}

@inproceedings{bb200467,
        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#TT195845"}

@inproceedings{bb200468,
        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#TT195846"}

@article{bb200469,
        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#TT195847"}

@article{bb200470,
        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#TT195848"}

@inproceedings{bb200471,
        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#TT195849"}

@article{bb200472,
        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#TT195850"}

@article{bb200473,
        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#TT195851"}

@article{bb200474,
        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#TT195852"}

@article{bb200475,
        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#TT195853"}

@inproceedings{bb200476,
        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#TT195854"}

@article{bb200477,
        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#TT195855"}

@article{bb200478,
        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#TT195856"}

@article{bb200479,
        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#TT195857"}

@article{bb200480,
        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#TT195858"}

@article{bb200481,
        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#TT195859"}

@article{bb200482,
        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#TT195860"}

@article{bb200483,
        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#TT195861"}

@inproceedings{bb200484,
        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#TT195862"}

@article{bb200485,
        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#TT195863"}

@article{bb200486,
        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#TT195864"}

@article{bb200487,
        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#TT195865"}

@article{bb200488,
        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#TT195866"}

@inproceedings{bb200489,
        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#TT195866"}

@article{bb200490,
        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#TT195867"}

@inproceedings{bb200491,
        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#TT195868"}

@article{bb200492,
        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#TT195869"}

@inproceedings{bb200493,
        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#TT195870"}

@article{bb200494,
        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#TT195871"}

@article{bb200495,
        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#TT195872"}

@article{bb200496,
        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#TT195873"}

@article{bb200497,
        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#TT195874"}

@article{bb200498,
        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#TT195875"}

@article{bb200499,
        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#TT195876"}

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