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@inproceedings{bb221301,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216561"}

@inproceedings{bb221302,
        AUTHOR = "Wang, C.J. and Zhao, X. and Shou, Z. and Zhou, Y. and Liu, Y.C.",
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@inproceedings{bb221303,
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        TITLE = "Towards defining groups and crowds in video using the atomic group
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        BOOKTITLE = ICIP15,
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@inproceedings{bb221304,
        AUTHOR = "Zou, Y. and Zhao, X. and Liu, Y.C.",
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@inproceedings{bb221305,
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@inproceedings{bb221306,
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        YEAR = "2015",
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@inproceedings{bb221307,
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        TITLE = "Synoptic video based human crowd behavior analysis for forensic video
surveillance",
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@inproceedings{bb221308,
        AUTHOR = "Chandran, A.K. and Poh, L.A. and Vadakkepat, P.",
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@inproceedings{bb221309,
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@inproceedings{bb221310,
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A new database and distributed approach",
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@inproceedings{bb221311,
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@inproceedings{bb221312,
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        TITLE = "Adaptive Foreground Extraction for Crowd Analytics Surveillance on
Unconstrained Environments",
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@inproceedings{bb221313,
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        TITLE = "Visual Recognition to Access and Analyze People Density and Flow
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@inproceedings{bb221314,
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@inproceedings{bb221315,
        AUTHOR = "Khokher, M.R. and Bouzerdoum, A. and Phung, S.L.",
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dictionary learning for occlusion handling",
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@inproceedings{bb221317,
        AUTHOR = "Climent Perez, P. and Monekosso, D.N. and Remagnino, P.",
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clustering in crowded videos",
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        TITLE = "Crowd Saliency Detection via Global Similarity Structure",
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@inproceedings{bb221321,
        AUTHOR = "Chen, J. and Hu, T. and Zhang, P. and Shi, W. and Shan, J.",
        TITLE = "Trajectory Clustering for People's Movement Pattern Based on Crowd
Souring Data",
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        AUTHOR = "Li, M.Z. and Yin, Z.Z. and Thimgan, M.S. and Qin, R.",
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data association",
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        AUTHOR = "Perko, R. and Schnabel, T. and Fritz, G. and Almer, A. and Paletta, L.",
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@inproceedings{bb221334,
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@inproceedings{bb221339,
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@inproceedings{bb221340,
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@inproceedings{bb221348,
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@inproceedings{bb221350,
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@inproceedings{bb221351,
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@inproceedings{bb221353,
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@inproceedings{bb221354,
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@inproceedings{bb221356,
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@inproceedings{bb221362,
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@inproceedings{bb221363,
        AUTHOR = "Paris, S. and Gerdelan, A. and O'Sullivan, C.",
        TITLE = "CA-LOD:
Collision Avoidance Level of Detail for Scalable, Controllable Crowds",
        BOOKTITLE = MIG09,
        YEAR = "2009",
        PAGES = "13-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216623"}

@inproceedings{bb221364,
        AUTHOR = "Koperski, M. and Bremond, F.",
        TITLE = "Modeling spatial layout of features for real world scenario RGB-D
action recognition",
        BOOKTITLE = AVSS16,
        YEAR = "2016",
        PAGES = "44-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216624"}

@inproceedings{bb221365,
        AUTHOR = "Koperski, M. and Bilinski, P. and Bremond, F.",
        TITLE = "3D trajectories for action recognition",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4176-4180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216625"}

@inproceedings{bb221366,
        AUTHOR = "Ortiz, J. and Bak, S. and Koperski, M. and Bremond, F.",
        TITLE = "Minimizing hallucination in histogram of Oriented Gradients",
        BOOKTITLE = AVSS15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216626"}

@inproceedings{bb221367,
        AUTHOR = "Bilinski, P. and Koperski, M. and Bak, S. and Bremond, F.",
        TITLE = "Representing visual appearance by video Brownian covariance
descriptor for human action recognition",
        BOOKTITLE = AVSS14,
        YEAR = "2014",
        PAGES = "87-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216627"}

@inproceedings{bb221368,
        AUTHOR = "Sethi, R.J. and Jo, H. and Roy Chowdhury, A.K.",
        TITLE = "A generalized data-driven Hamiltonian Monte Carlo for hierarchical
activity search",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "829-833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216628"}

@inproceedings{bb221369,
        AUTHOR = "Sethi, R.J. and Roy Chowdhury, A.K.",
        TITLE = "Individuals, groups, and crowds:
Modelling complex, multi-object behaviour in phase space",
        BOOKTITLE = VECTaR11,
        YEAR = "2011",
        PAGES = "1502-1509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216629"}

@inproceedings{bb221370,
        AUTHOR = "Sethi, R.J. and Roy Chowdhury, A.K.",
        TITLE = "Physics-based activity modelling in phase space",
        BOOKTITLE = ICCVGIP10,
        YEAR = "2010",
        PAGES = "170-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216630"}

@inproceedings{bb221371,
        AUTHOR = "Sethi, R.J. and Roy Chowdhury, A.K.",
        TITLE = "The human action image and its application to motion recognition",
        BOOKTITLE = ICCVGIP10,
        YEAR = "2010",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216631"}

@inproceedings{bb221372,
        AUTHOR = "Sethi, R.J. and Roy Chowdhury, A.K.",
        TITLE = "Modeling Multi-Object Activities in Phase Space",
        BOOKTITLE = VECTaR10,
        YEAR = "2010",
        PAGES = "328-337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216632"}

@inproceedings{bb221373,
        AUTHOR = "Sethi, R.J. and Roy Chowdhury, A.K.",
        TITLE = "The Human Action Image",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3674-3678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216633"}

@inproceedings{bb221374,
        AUTHOR = "Sethi, R.J. and Roy Chowdhury, A.K.",
        TITLE = "A Neurobiologically Motivated Stochastic Method for Analysis of Human
Activities in Video",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "281-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216634"}

@inproceedings{bb221375,
        AUTHOR = "Bilinski, P. and Corvee, E. and Bak, S. and Bremond, F.",
        TITLE = "Relative dense tracklets for human action recognition",
        BOOKTITLE = FG13,
        YEAR = "2013",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216635"}

@inproceedings{bb221376,
        AUTHOR = "Bilinski, P. and Bremond, F.",
        TITLE = "Contextual Statistics of Space-Time Ordered Features for Human Action
Recognition",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "228-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216636"}

@inproceedings{bb221377,
        AUTHOR = "Bilinski, P. and Bremond, F.",
        TITLE = "Statistics of Pairwise Co-occurring Local Spatio-temporal Features for
Human Action Recognition",
        BOOKTITLE = VECTaR12,
        YEAR = "2012",
        PAGES = "I: 311-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216637"}

@inproceedings{bb221378,
        AUTHOR = "Bilinski, P. and Bremond, F.",
        TITLE = "Evaluation of Local Descriptors for Action Recognition in Videos",
        BOOKTITLE = CVS11,
        YEAR = "2011",
        PAGES = "61-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216638"}

@inproceedings{bb221379,
        AUTHOR = "Garate, C. and Bilinsky, P. and Bremond, F.",
        TITLE = "Crowd event recognition using HOG tracker",
        BOOKTITLE = PETS-Winter09,
        YEAR = "2009",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216639"}

@inproceedings{bb221380,
        AUTHOR = "Qiao, W. and Wang, H.Y. and Wu, X.J. and Liu, P.W.",
        TITLE = "Crowd Target Extraction and Density Analysis Based on FTLE and GLCM",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216640"}

@inproceedings{bb221381,
        AUTHOR = "Krahnstoever, N. and Tu, P. and Yu, T. and Patwardhan, K. and Hamilton, D. and Yu, B. and Greco, C. and Doretto, G.",
        TITLE = "Intelligent Video for Protecting Crowded Sports Venues",
        BOOKTITLE = AVSBS09,
        YEAR = "2009",
        PAGES = "116-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216641"}

@inproceedings{bb221382,
        AUTHOR = "Saxena, S. and Bremond, F. and Thonnat, M. and Ma, R.H.",
        TITLE = "Crowd Behavior Recognition for Video Surveillance",
        BOOKTITLE = ACIVS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216642"}

@inproceedings{bb221383,
        AUTHOR = "Sim, C.H. and Rajmadhan, E. and Ranganath, S.",
        TITLE = "A Two-Step Approach for Detecting Individuals within Dense Crowds",
        BOOKTITLE = AMDO08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216643"}

@inproceedings{bb221384,
        AUTHOR = "Ihaddadene, N. and Djeraba, C.",
        TITLE = "Real-time crowd motion analysis",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216644"}

@inproceedings{bb221385,
        AUTHOR = "Xu, L.Q. and Anjulan, A.",
        TITLE = "Relating 'Pace' to Activity Changes in Mono- and Multi-camera
Surveillance Videos",
        BOOKTITLE = AVSBS09,
        YEAR = "2009",
        PAGES = "104-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216645"}

@inproceedings{bb221386,
        AUTHOR = "Xu, L.Q. and Anjulan, A.",
        TITLE = "Crowd behaviours analysis in dynamic visual scenes of complex
environment",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "9-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216646"}

@inproceedings{bb221387,
        AUTHOR = "Sim, C.H. and Rajmadhan, E. and Ranganath, S.",
        TITLE = "Using color bin images for crowd detections",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1468-1471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216647"}

@inproceedings{bb221388,
        AUTHOR = "Zhan, B.B. and Remagnino, P. and Monekosso, D.N. and Velastin, S.A.",
        TITLE = "Self-Organizing Maps for the Automatic Interpretation of Crowd Dynamics",
        BOOKTITLE = ISVC08,
        YEAR = "2008",
        PAGES = "I: 440-449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216648"}

@inproceedings{bb221389,
        AUTHOR = "Zhan, B.B. and Remagnino, P. and Velastin, S.A.",
        TITLE = "Mining Paths of Complex Crowd Scenes",
        BOOKTITLE = ISVC05,
        YEAR = "2005",
        PAGES = "126-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216649"}

@inproceedings{bb221390,
        AUTHOR = "Sharif, M.H. and Uyaver, S. and Djeraba, C.",
        TITLE = "Crowd Behavior Surveillance Using Bhattacharyya Distance Metric",
        BOOKTITLE = CompIMAGE10,
        YEAR = "2010",
        PAGES = "311-323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216650"}

@inproceedings{bb221391,
        AUTHOR = "Hu, M. and Ali, S. and Shah, M.",
        TITLE = "Detecting global motion patterns in complex videos",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216651"}

@inproceedings{bb221392,
        AUTHOR = "Hu, M. and Ali, S. and Shah, M.",
        TITLE = "Learning motion patterns in crowded scenes using motion flow field",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216652"}

@inproceedings{bb221393,
        AUTHOR = "Rodriguez, M.D. and Laptev, I. and Sivic, J. and Audibert, J.Y.",
        TITLE = "Density-aware person detection and tracking in crowds",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "2423-2430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216653"}

@inproceedings{bb221394,
        AUTHOR = "Rodriguez, M.D. and Sivic, J. and Laptev, I. and Audibert, J.Y.",
        TITLE = "Data-driven crowd analysis in videos",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1235-1242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216654"}

@inproceedings{bb221395,
        AUTHOR = "Rodriguez, M.D. and Ali, S. and Kanade, T.",
        TITLE = "Tracking in unstructured crowded scenes",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1389-1396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216655"}

@inproceedings{bb221396,
        AUTHOR = "Ali, S. and Shah, M.",
        TITLE = "Floor Fields for Tracking in High Density Crowd Scenes",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "II: 1-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216656"}

@inproceedings{bb221397,
        AUTHOR = "Ali, S. and Shah, M.",
        TITLE = "A Lagrangian Particle Dynamics Approach for Crowd Flow Segmentation and
Stability Analysis",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216657"}

@book{bb221398,
        AUTHOR = "Ali, S.",
        TITLE = "Crowd Flow Segmentation and Stability Analysis",
        PUBLISHER = "Online",
        YEAR = "2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216658"}

@inproceedings{bb221399,
        AUTHOR = "Scovanner, P. and Ali, S. and Shah, M.",
        TITLE = "A 3-Dimensional SIFT Descriptor and its Application
to Action Recognition",
        BOOKTITLE = MMC07,
        YEAR = "2007",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216659"}