@article{bb190300,
        AUTHOR = "Gueguen, L. and Datcu, M.",
        TITLE = "Image Time-Series Data Mining Based on the Information-Bottleneck
Principle",
        JOURNAL = GeoRS,
        VOLUME = "45",
        YEAR = "2007",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "827-838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185736"}

@article{bb190301,
        AUTHOR = "Mokhber, A. and Achard, C. and Milgram, M.",
        TITLE = "Recognition of human behavior by space-time silhouette characterization",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "81-89",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185737"}

@article{bb190302,
        AUTHOR = "Achard, C. and Qu, X.T. and Mokhber, A. and Milgram, M.",
        TITLE = "A novel approach for recognition of human actions with semi-global
features",
        JOURNAL = MVA,
        VOLUME = "19",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "27-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185738"}

@inproceedings{bb190303,
        AUTHOR = "Achard, C. and Qu, X.T. and Mokhber, A. and Milgram, M.",
        TITLE = "Action Recognition with Semi-global Characteristics and Hidden Markov
Models",
        BOOKTITLE = ACIVS07,
        YEAR = "2007",
        PAGES = "274-284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185739"}

@inproceedings{bb190304,
        AUTHOR = "Mokhber, A. and Achard, C. and Milgram, M. and Qu, X.T.",
        TITLE = "Combined Classifiers for Action Recognition",
        BOOKTITLE = IWICPAS06,
        YEAR = "2006",
        PAGES = "27-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185740"}

@inproceedings{bb190305,
        AUTHOR = "Mokhber, A. and Achard, C. and Qu, X.T. and Milgram, M.",
        TITLE = "Action Recognition with Global Features",
        BOOKTITLE = CVHCI05,
        YEAR = "2005",
        PAGES = "110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185741"}

@article{bb190306,
        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#TT185742"}

@inproceedings{bb190307,
        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#TT185743"}

@inproceedings{bb190308,
        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#TT185744"}

@article{bb190309,
        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#TT185745"}

@article{bb190310,
        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#TT185746"}

@article{bb190311,
        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#TT185747"}

@article{bb190312,
        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#TT185748"}

@article{bb190313,
        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#TT185749"}

@inproceedings{bb190314,
        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#TT185750"}

@inproceedings{bb190315,
        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#TT185751"}

@article{bb190316,
        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",
        PAGES = "1059-1066,",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185752"}

@inproceedings{bb190317,
        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#TT185753"}

@inproceedings{bb190318,
        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#TT185754"}

@article{bb190319,
        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#TT185755"}

@inproceedings{bb190320,
        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#TT185756"}

@article{bb190321,
        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#TT185757"}

@inproceedings{bb190322,
        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#TT185758"}

@inproceedings{bb190323,
        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#TT185758"}

@article{bb190324,
        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#TT185759"}

@inproceedings{bb190325,
        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#TT185760"}

@inproceedings{bb190326,
        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#TT185761"}

@inproceedings{bb190327,
        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#TT185761"}

@article{bb190328,
        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#TT185762"}

@inproceedings{bb190329,
        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#TT185763"}

@article{bb190330,
        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#TT185764"}

@article{bb190331,
        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#TT185765"}

@inproceedings{bb190332,
        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#TT185766"}

@inproceedings{bb190333,
        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#TT185767"}

@inproceedings{bb190334,
        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#TT185768"}

@article{bb190335,
        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#TT185769"}

@inproceedings{bb190336,
        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#TT185770"}

@inproceedings{bb190337,
        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#TT185771"}

@article{bb190338,
        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#TT185772"}

@article{bb190339,
        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#TT185773"}

@inproceedings{bb190340,
        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#TT185774"}

@article{bb190341,
        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#TT185775"}

@inproceedings{bb190342,
        AUTHOR = "Husz, Z.L. and Wallace, A.M. and Green, P.R.",
        TITLE = "Human activity recognition with action primitives",
        BOOKTITLE = AVSBS07,
        YEAR = "2007",
        PAGES = "330-335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185776"}

@article{bb190343,
        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#TT185777"}

@inproceedings{bb190344,
        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#TT185778"}

@inproceedings{bb190345,
        AUTHOR = "Faruquie, T.A. and Banerjee, S. and Kalra, P.K.",
        TITLE = "Unsupervised Discovery of Activities and Their Temporal Behaviour",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "100-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185779"}

@inproceedings{bb190346,
        AUTHOR = "Faruquie, T.A. and Banerjee, S. and Kalra, P.K.",
        TITLE = "Unsupervised discovery of activity correlations using latent topic
models",
        BOOKTITLE = ICCVGIP10,
        YEAR = "2010",
        PAGES = "25-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185780"}

@inproceedings{bb190347,
        AUTHOR = "Choudhary, A. and Faruquie, T.A. and Banerjee, S. and Chaudhury, S.",
        TITLE = "Discovering Activities and Their Temporal Significance",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "240-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185781"}

@article{bb190348,
        AUTHOR = "Zhang, Z. and Wang, C.H. and Xiao, B.H. and Zhou, W. and Liu, S.",
        TITLE = "Action Recognition Using Context-Constrained Linear Coding",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "439-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185782"}

@inproceedings{bb190349,
        AUTHOR = "Zhang, Z. and Wang, C.H. and Xiao, B.H. and Zhou, W. and Liu, S.",
        TITLE = "Human Action Recognition with Attribute Regularization",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "112-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185783"}

@article{bb190350,
        AUTHOR = "Zhang, Z. and Wang, C.H. and Xiao, B.H. and Zhou, W. and Liu, S.",
        TITLE = "Cross-View Action Recognition Using Contextual Maximum Margin
Clustering",
        JOURNAL = CirSysVideo,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1663-1668",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185784"}

@article{bb190351,
        AUTHOR = "Zhou, W. and Wang, C.H. and Xiao, B.H. and Zhang, Z. and Shao, Y.X.",
        TITLE = "Modeling Interactions between Low-Level and High-Level Features for
Human Action Recognition",
        JOURNAL = IEICE,
        VOLUME = "E96-D",
        YEAR = "2013",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2896-2899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185785"}

@article{bb190352,
        AUTHOR = "Zhou, W. and Wang, C.H. and Xiao, B.H. and Zhang, Z.",
        TITLE = "Human action recognition using weighted pooling",
        JOURNAL = IET-CV,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "6",
        PAGES = "579-587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185786"}

@inproceedings{bb190353,
        AUTHOR = "Zhang, Z. and Wang, C.H. and Xiao, B.H. and Zhou, W. and Liu, S.",
        TITLE = "Contextual Fisher kernels for human action recognition",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "437-440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185787"}

@inproceedings{bb190354,
        AUTHOR = "Zhou, W. and Wang, C.H. and Xiao, B.H. and Zhang, Z. and Ma, L.",
        TITLE = "Human action recognition by bagging data dependent representation",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3120-3123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185788"}

@inproceedings{bb190355,
        AUTHOR = "Zhang, Z. and Wang, C.H. and Xiao, B.H. and Zhou, W. and Liu, S. and Shi, C.Z.",
        TITLE = "Cross-View Action Recognition via a Continuous Virtual Path",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "2690-2697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185789"}

@article{bb190356,
        AUTHOR = "Zhou, W. and Wang, C.H. and Xiao, B.H. and Zhang, Z.",
        TITLE = "Action recognition via structured codebook construction",
        JOURNAL = SP:IC,
        VOLUME = "29",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "546-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185790"}

@article{bb190357,
        AUTHOR = "An, G.Y. and Zheng, Z.X. and Wu, D.P. and Zhou, W.",
        TITLE = "Deep spectral feature pyramid in the frequency domain for long-term
action recognition",
        JOURNAL = JVCIR,
        VOLUME = "64",
        YEAR = "2019",
        PAGES = "102650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185791"}

@article{bb190358,
        AUTHOR = "Duan, L.X. and Xu, D. and Tsang, I.W.H. and Luo, J.B.",
        TITLE = "Visual Event Recognition in Videos by Learning from Web Data",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1667-1680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185792"}

@inproceedings{bb190359,
        AUTHOR = "Luo, J.B. and Tsang, I.W.H. and Xu, D. and Duan, L.X.",
        TITLE = "Visual Event Recognition in Videos by Learning from Web Data",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185792"}

@inproceedings{bb190360,
        AUTHOR = "Chen, L. and Duan, L.X. and Xu, D.",
        TITLE = "Event Recognition in Videos by Learning from Heterogeneous Web
Sources",
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@article{bb190361,
        AUTHOR = "Wu, X.X. and Wang, R.Q. and Hou, J.Y. and Lin, H.X. and Luo, J.B.",
        TITLE = "Spatial-Temporal Relation Reasoning for Action Prediction in Videos",
        JOURNAL = IJCV,
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        MONTH = "May",
        PAGES = "1484-1505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185794"}

@inproceedings{bb190362,
        AUTHOR = "Wu, X.X. and Xu, D. and Duan, L.X. and Luo, J.B.",
        TITLE = "Action recognition using context and appearance distribution features",
        BOOKTITLE = CVPR11,
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@article{bb190363,
        AUTHOR = "Yi, S. and Krim, H. and Norris, L.K.",
        TITLE = "Human Activity as a Manifold-Valued Random Process",
        JOURNAL = IP,
        VOLUME = "21",
        YEAR = "2012",
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        PAGES = "3416-3428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185796"}

@inproceedings{bb190364,
        AUTHOR = "Yi, S. and Krim, H. and Norris, L.K.",
        TITLE = "A invertible dimension reduction of curves on a manifold",
        BOOKTITLE = ITCVPR11,
        YEAR = "2011",
        PAGES = "1378-1385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185797"}

@inproceedings{bb190365,
        AUTHOR = "Yi, S. and Krim, H. and Norris, L.K.",
        TITLE = "Human Activity Modeling as Brownian Motion on Shape Manifold",
        BOOKTITLE = SSVM11,
        YEAR = "2011",
        PAGES = "628-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185798"}

@inproceedings{bb190366,
        AUTHOR = "Yi, S. and Krim, H. and Norris, L.K.",
        TITLE = "Human Activity Modeling On Shape Manifold",
        BOOKTITLE = "3DOR11",
        YEAR = "2011",
        PAGES = "105-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185799"}

@article{bb190367,
        AUTHOR = "Yi, S. and Krim, H.",
        TITLE = "Subspace Learning of Dynamics on a Shape Manifold:
A Generative Modeling Approach",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4907-4919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185800"}

@inproceedings{bb190368,
        AUTHOR = "Bian, X. and Krim, H.",
        TITLE = "Optimal Operator Space Pursuit:
A Framework for Video Sequence Data Analysis",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "II:760-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185801"}

@article{bb190369,
        AUTHOR = "Castrodad, A. and Sapiro, G.",
        TITLE = "Sparse Modeling of Human Actions from Motion Imagery",
        JOURNAL = IJCV,
        VOLUME = "100",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "1-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185802"}

@article{bb190370,
        AUTHOR = "Junejo, I.N. and Al Aghbari, Z.",
        TITLE = "Using SAX representation for human action recognition",
        JOURNAL = JVCIR,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "August",
        PAGES = "853-861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185803"}

@article{bb190371,
        AUTHOR = "Junejo, I.N. and Junejo, K.N. and Al Aghbari, Z.",
        TITLE = "Silhouette-based human action recognition using SAX-Shapes",
        JOURNAL = VC,
        VOLUME = "30",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "259-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185804"}

@article{bb190372,
        AUTHOR = "San Miguel, J.C. and Martinez, J.M.",
        TITLE = "A semantic-based probabilistic approach for real-time video event
recognition",
        JOURNAL = CVIU,
        VOLUME = "116",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "937-952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185805"}

@article{bb190373,
        AUTHOR = "San Miguel, J.C. and Martinez, J.M.",
        TITLE = "A semantic-guided and self-configurable framework for video analysis",
        JOURNAL = MVA,
        VOLUME = "24",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "493-512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185806"}

@inproceedings{bb190374,
        AUTHOR = "San Miguel, J.C. and Martinez, J.M. and Garcia, A.",
        TITLE = "An Ontology for Event Detection and its Application in Surveillance
Video",
        BOOKTITLE = AVSBS09,
        YEAR = "2009",
        PAGES = "220-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185807"}

@article{bb190375,
        AUTHOR = "Weinshall, D. and Zweig, A. and Hermansky, H. and Kombrink, S. and Ohl, F.W. and Anemuller, J. and Bach, J.H. and Van Gool, L.J. and Nater, F. and Pajdla, T. and Havlena, M. and Pavel, M.",
        TITLE = "Beyond Novelty Detection: Incongruent Events, When General and Specific
Classifiers Disagree",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1886-1901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185808"}

@article{bb190376,
        AUTHOR = "Noceti, N. and Odone, F.",
        TITLE = "Learning common behaviors from large sets of unlabeled temporal series",
        JOURNAL = IVC,
        VOLUME = "30",
        YEAR = "2012",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "875-895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185809"}

@inproceedings{bb190377,
        AUTHOR = "Noceti, N. and Odone, F.",
        TITLE = "Unsupervised Video Surveillance",
        BOOKTITLE = VS10,
        YEAR = "2010",
        PAGES = "84-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185810"}

@inproceedings{bb190378,
        AUTHOR = "Noceti, N. and Caputo, B. and Castellini, C. and Baldassarre, L. and Barla, A. and Rosasco, L. and Odone, F. and Sandini, G.",
        TITLE = "Towards a Theoretical Framework for Learning Multi-modal Patterns for
Embodied Agents",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "239-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185811"}

@inproceedings{bb190379,
        AUTHOR = "Noceti, N. and Santoro, M. and Odone, F.",
        TITLE = "Unsupervised learning of behavioural patterns for video-surveillance",
        BOOKTITLE = MLMotion08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185812"}

@inproceedings{bb190380,
        AUTHOR = "Noceti, N. and Balduzzi, L.",
        TITLE = "What Epipolar Geometry Can Do for Video-Surveillance",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "I:442-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185813"}

@article{bb190381,
        AUTHOR = "Fu, W. and Wang, J.Q. and Lu, H.Q. and Ma, S.D.",
        TITLE = "Dynamic scene understanding by improved sparse topical coding",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1841-1850",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185814"}

@inproceedings{bb190382,
        AUTHOR = "Fu, W. and Wang, J.Q. and Zhao, C.Y. and Lu, H.Q. and Ma, S.D.",
        TITLE = "Object-centered narratives for video surveillance",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "29-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185815"}

@article{bb190383,
        AUTHOR = "Roggen, D. and Toster, G. and Lukowicz, P. and Ferscha, A. and Millan, J.D. and Chavarriaga, R.",
        TITLE = "Opportunistic Human Activity and Context Recognition",
        JOURNAL = Computer,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "36-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185816"}

@article{bb190384,
        AUTHOR = "Ohnishi, N. and Imiya, A.",
        TITLE = "Appearance-based navigation and homing for autonomous mobile robot",
        JOURNAL = IVC,
        VOLUME = "31",
        YEAR = "2013",
        NUMBER = "6-7",
        MONTH = "June",
        PAGES = "511-532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185817"}

@inproceedings{bb190385,
        AUTHOR = "Ohnishi, N. and Imiya, A.",
        TITLE = "Visual Navigation of Mobile Robot Using Optical Flow and Visual
Potential Field",
        BOOKTITLE = RobVis08,
        YEAR = "2008",
        PAGES = "412-426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185818"}

@inproceedings{bb190386,
        AUTHOR = "Ohnishi, N. and Imiya, A.",
        TITLE = "Combination of supervised and unsupervised methods for navigation path
mining",
        BOOKTITLE = MLMotion08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185819"}

@inproceedings{bb190387,
        AUTHOR = "Ohnishi, N. and Imiya, A.",
        TITLE = "Corridor Navigation and Obstacle Avoidance using Visual Potential for
Mobile Robot",
        BOOKTITLE = CRV07,
        YEAR = "2007",
        PAGES = "131-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185820"}

@article{bb190388,
        AUTHOR = "Ohnishi, N. and Imiya, A.",
        TITLE = "Dominant plane detection from optical flow for robot navigation",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1009-1021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185821"}

@inproceedings{bb190389,
        AUTHOR = "Ohnishi, N. and Imiya, A.",
        TITLE = "Independent Component Analysis of Layer Optical Flow and Its
Application",
        BOOKTITLE = BVAI07,
        YEAR = "2007",
        PAGES = "171-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185822"}

@inproceedings{bb190390,
        AUTHOR = "Ohnishi, N. and Imiya, A.",
        TITLE = "Model-Based Plane-Segmentation Using Optical Flow and Dominant Plane",
        BOOKTITLE = MIRAGE07,
        YEAR = "2007",
        PAGES = "295-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185823"}

@inproceedings{bb190391,
        AUTHOR = "Imiya, A. and Yamada, D.",
        TITLE = "Voting Method for Stable Range Optical Flow Computation",
        BOOKTITLE = PSIVT06,
        YEAR = "2006",
        PAGES = "332-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185824"}

@article{bb190392,
        AUTHOR = "Trinh, V.C. and Gonzalez, A.J.",
        TITLE = "Discovering Contexts from Observed Human Performance",
        JOURNAL = HMS,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "4",
        PAGES = "359-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185825"}

@article{bb190393,
        AUTHOR = "Zhen, X.T. and Shao, L. and Tao, D.C. and Li, X.L.",
        TITLE = "Embedding Motion and Structure Features for Action Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "23",
        YEAR = "2013",
        NUMBER = "7",
        PAGES = "1182-1190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185826"}

@article{bb190394,
        AUTHOR = "Shao, L. and Jones, S. and Li, X.L.",
        TITLE = "Efficient Search and Localization of Human Actions in Video Databases",
        JOURNAL = CirSysVideo,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "504-512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185827"}

@article{bb190395,
        AUTHOR = "Aztiria, A. and Augusto, J.C. and Basagoiti, R. and Izaguirre, A. and Cook, D.J.",
        TITLE = "Learning Frequent Behaviors of the Users in Intelligent Environments",
        JOURNAL = SMCS,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "1265-1278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185828"}

@article{bb190396,
        AUTHOR = "Ben Aoun, N. and Mejdoub, M. and Ben Amar, C.",
        TITLE = "Graph-based approach for human action recognition using
spatio-temporal features",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "329-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185829"}

@article{bb190397,
        AUTHOR = "Sekma, M. and Mejdoub, M. and Ben Amar, C.",
        TITLE = "Human action recognition based on multi-layer Fisher vector encoding
method",
        JOURNAL = PRL,
        VOLUME = "65",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "37-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185830"}

@inproceedings{bb190398,
        AUTHOR = "Sekma, M. and Mejdoub, M. and Ben Amar, C.",
        TITLE = "Human Action Recognition Using Temporal Segmentation and Accordion
Representation",
        BOOKTITLE = CAIP13,
        YEAR = "2013",
        PAGES = "II:563-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185831"}

@inproceedings{bb190399,
        AUTHOR = "Sekma, M. and Mejdoub, M. and Ben Amar, C.",
        TITLE = "Bag of Graphs with Geometric Relationships Among Trajectories for
Better Human Action Recognition",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:85-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742.html#TT185832"}