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Models",
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@inproceedings{bb216459,
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@inproceedings{bb216460,
        AUTHOR = "Mokhber, A. and Achard, C. and Qu, X.T. and Milgram, M.",
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        BOOKTITLE = CVHCI05,
        YEAR = "2005",
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@article{bb216461,
        AUTHOR = "Oh, S.M. and Rehg, J.M. and Balch, T. and Dellaert, F.",
        TITLE = "Learning and Inferring Motion Patterns using Parametric Segmental
Switching Linear Dynamic Systems",
        JOURNAL = IJCV,
        VOLUME = "77",
        YEAR = "2008",
        NUMBER = "1-3",
        MONTH = "May",
        PAGES = "103-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211751"}

@inproceedings{bb216462,
        AUTHOR = "Oh, S.M. and Rehg, J.M. and Balch, T. and Dellaert, F.",
        TITLE = "Learning and Inference in Parametric Switching Linear Dynamical Systems",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "II: 1161-1168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211752"}

@inproceedings{bb216463,
        AUTHOR = "Oh, S.M. and Rehg, J.M. and Dellaert, F.",
        TITLE = "Parameterized Duration Mmodeling for Switching Linear Dynamic Systems",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 1694-1700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211753"}

@article{bb216464,
        AUTHOR = "Xie, L. and Sundaram, H. and Campbell, M.",
        TITLE = "Event Mining in Multimedia Streams",
        JOURNAL = PIEEE,
        VOLUME = "96",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "623-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211754"}

@article{bb216465,
        AUTHOR = "Jung, C.R. and Hennemann, L. and Musse, S.R.",
        TITLE = "Event Detection Using Trajectory Clustering and 4-D Histograms",
        JOURNAL = CirSysVideo,
        VOLUME = "18",
        YEAR = "2008",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1565-1575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211755"}

@article{bb216466,
        AUTHOR = "Yuan, J. and Meng, J. and Wu, Y. and Luo, J.",
        TITLE = "Mining Recurring Events Through Forest Growing",
        JOURNAL = CirSysVideo,
        VOLUME = "18",
        YEAR = "2008",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1597-1607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211756"}

@article{bb216467,
        AUTHOR = "Lymberopoulos, D. and Teixeira, T. and Savvides, A.",
        TITLE = "Macroscopic Human Behavior Interpretation Using Distributed Imager and
Other Sensors",
        JOURNAL = PIEEE,
        VOLUME = "96",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1657-1677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211757"}

@article{bb216468,
        AUTHOR = "Chin, T.J. and Suter, D.",
        TITLE = "Out-of-Sample Extrapolation of Learned Manifolds",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1547-1556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211758"}

@inproceedings{bb216469,
        AUTHOR = "Chin, T.J. and Wang, L. and Schindler, K. and Suter, D.",
        TITLE = "Extrapolating Learned Manifolds for Human Activity Recognition",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "I: 381-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211759"}

@inproceedings{bb216470,
        AUTHOR = "Wang, L. and Suter, D.",
        TITLE = "Recognizing Human Activities from Silhouettes: Motion Subspace and
Factorial Discriminative Graphical Model",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211760"}

@article{bb216471,
        AUTHOR = "Zhou, H. and Wang, L. and Suter, D.",
        TITLE = "Human action recognition by feature-reduced Gaussian process
classification",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "12",
        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211761"}

@inproceedings{bb216472,
        AUTHOR = "Zhou, H. and Wang, L. and Suter, D.",
        TITLE = "Human motion recognition using Gaussian Processes classification",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211762"}

@inproceedings{bb216473,
        AUTHOR = "Wang, L. and Zhou, H. and Low, S.C. and Leckie, C.",
        TITLE = "Action recognition via multi-feature fusion and Gaussian process
classification",
        BOOKTITLE = WACV09,
        YEAR = "2009",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211763"}

@article{bb216474,
        AUTHOR = "Wang, X.G. and Ma, X.X. and Grimson, W.E.L.",
        TITLE = "Unsupervised Activity Perception in Crowded and Complicated Scenes
Using Hierarchical Bayesian Models",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "539-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211764"}

@inproceedings{bb216475,
        AUTHOR = "Wang, X.G. and Ma, X.X. and Grimson, W.E.L.",
        TITLE = "Unsupervised Activity Perception by Hierarchical Bayesian Models",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211765"}

@article{bb216476,
        AUTHOR = "Wang, X.G. and Ma, K.T. and Ng, G.W. and Grimson, W.E.L.",
        TITLE = "Trajectory Analysis and Semantic Region Modeling Using Nonparametric
Hierarchical Bayesian Models",
        JOURNAL = IJCV,
        VOLUME = "95",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "December",
        PAGES = "287-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211766"}

@inproceedings{bb216477,
        AUTHOR = "Wang, X.G. and Ma, K.T. and Ng, G.W. and Grimson, W.E.L.",
        TITLE = "Trajectory analysis and semantic region modeling using a nonparametric
Bayesian model",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211767"}

@inproceedings{bb216478,
        AUTHOR = "Grimson, W.E.L. and Ng, G.W. and Ma, K.T. and Wang, X.G.",
        TITLE = "Trajectory analysis and semantic region modeling using a nonparametric
Bayesian model",
        BOOKTITLE = CSAIL,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211767"}

@article{bb216479,
        AUTHOR = "Wang, X.G. and Tieu, K. and Grimson, W.E.L.",
        TITLE = "Correspondence-Free Activity Analysis and Scene Modeling in Multiple
Camera Views",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "56-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211768"}

@inproceedings{bb216480,
        AUTHOR = "Wang, X.G. and Tieu, K. and Grimson, W.E.L.",
        TITLE = "Correspondence-free multi-camera activity analysis and scene modeling",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211769"}

@inproceedings{bb216481,
        AUTHOR = "Wang, X.G. and Tieu, K. and Grimson, W.E.L.",
        TITLE = "Learning Semantic Scene Models by Trajectory Analysis",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "III: 110-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211770"}

@inproceedings{bb216482,
        AUTHOR = "Grimson, W.E.L. and Tieu, K. and Wang, X.G.",
        TITLE = "Learning Semantic Scene Models by Trajectory Analysis",
        BOOKTITLE = CSAIL,
        YEAR = "2006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211770"}

@article{bb216483,
        AUTHOR = "Brdiczka, O. and Crowley, J.L. and Reignier, P.",
        TITLE = "Learning Situation Models in a Smart Home",
        JOURNAL = SMC-B,
        VOLUME = "39",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "56-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211771"}

@inproceedings{bb216484,
        AUTHOR = "Brdiczka, O. and Yuen, P.C. and Zaidenberg, S. and Reignier, P. and Crowley, J.L.",
        TITLE = "Automatic Acquisition of Context Models and its Application to Video
Surveillance",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 1175-1178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211772"}

@article{bb216485,
        AUTHOR = "Veeraraghavan, A. and Srinivasan, M. and Roy Chowdhury, A.K. and Chellappa, R.",
        TITLE = "Rate-Invariant Recognition of Humans and Their Activities",
        JOURNAL = IP,
        VOLUME = "18",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1326-1339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211773"}

@article{bb216486,
        AUTHOR = "Patino, J.L. and Benhadda, H. and Corvee, E. and Bremond, F. and Thonnat, M.",
        TITLE = "Extraction of activity patterns on large video recordings",
        JOURNAL = IET-CV,
        VOLUME = "2",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "108-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211774"}

@inproceedings{bb216487,
        AUTHOR = "Pusiol, G. and Bremond, F. and Thonnat, M.",
        TITLE = "Trajectory Based Activity Discovery",
        BOOKTITLE = AVSS10,
        YEAR = "2010",
        PAGES = "270-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211775"}

@inproceedings{bb216488,
        AUTHOR = "Pusiol, G. and Bremond, F. and Thonnat, M.",
        TITLE = "Trajectory based Primitive Events for learning and recognizing activity",
        BOOKTITLE = THEMIS09,
        YEAR = "2009",
        PAGES = "1081-1088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211776"}

@inproceedings{bb216489,
        AUTHOR = "Thonnat, M. and Bremond, F. and Pusiol, G. and Patino, J.L.",
        TITLE = "Optimizing trajectories clustering for activity recognition",
        BOOKTITLE = MLMotion08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211777"}

@article{bb216490,
        AUTHOR = "Gui, L. and Thiran, J.P. and Paragios, N.",
        TITLE = "Cooperative Object Segmentation and Behavior Inference in Image
Sequences",
        JOURNAL = IJCV,
        VOLUME = "84",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "August",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211778"}

@inproceedings{bb216491,
        AUTHOR = "Gui, L. and Thiran, J.P. and Paragios, N.",
        TITLE = "Joint Object Segmentation and Behavior Classification in Image
Sequences",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211779"}

@inproceedings{bb216492,
        AUTHOR = "Gui, L. and Thiran, J.P. and Paragios, N.",
        TITLE = "A Variational Framework for the Simultaneous Segmentation and Object
Behavior Classification of Image Sequences",
        BOOKTITLE = SSVM07,
        YEAR = "2007",
        PAGES = "652-664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211780"}

@article{bb216493,
        AUTHOR = "Saleemi, I. and Shafique, K. and Shah, M.",
        TITLE = "Probabilistic Modeling of Scene Dynamics for Applications in Visual
Surveillance",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1472-1485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211781"}

@article{bb216494,
        AUTHOR = "Veeraraghavan, H. and Papanikolopoulos, N.P.",
        TITLE = "Learning to Recognize Video-Based Spatiotemporal Events",
        JOURNAL = ITS,
        VOLUME = "10",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "628-638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211782"}

@inproceedings{bb216495,
        AUTHOR = "Veeraraghavan, H. and Papanikolopoulos, N.P. and Schrater, P.",
        TITLE = "Learning Dynamic Event Descriptions in Image Sequences",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211783"}

@article{bb216496,
        AUTHOR = "Husz, Z.L. and Wallace, A.M. and Green, P.R.",
        TITLE = "Behavioural Analysis with Movement Cluster Model for Concurrent Actions",
        JOURNAL = JIVP,
        VOLUME = "2011",
        YEAR = "2011",
        NUMBER = "2011",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211784"}

@inproceedings{bb216497,
        AUTHOR = "Husz, Z.L. and Wallace, A.M. and Green, P.R.",
        TITLE = "Human activity recognition with action primitives",
        BOOKTITLE = AVSBS07,
        YEAR = "2007",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211785"}

@article{bb216498,
        AUTHOR = "Faruquie, T.A. and Banerjee, S. and Kalra, P.K.",
        TITLE = "Latent topic model-based group activity discovery",
        JOURNAL = VC,
        VOLUME = "27",
        YEAR = "2011",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1071-1082",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211786"}

@inproceedings{bb216499,
        AUTHOR = "Faruquie, T.A. and Kalra, P.K. and Banerjee, S.",
        TITLE = "Time based Activity Inference using Latent Dirichlet Allocation",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT211787"}

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