@article{bb219000,
        AUTHOR = "Yogameena, B. and Veeralakshmi, S. and Komagal, E. and Raju, S. and Abhaikumar, V.",
        TITLE = "RVM-Based Human Action Classification in Crowd through Projection and
Star Skeletonization",
        JOURNAL = JIVP,
        VOLUME = "2009",
        YEAR = "2009",
        NUMBER = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214274"}

@article{bb219001,
        AUTHOR = "Haciomeroglu, M. and Laycock, R.G. and Day, A.M.",
        TITLE = "Automatic spatial analysis and pedestrian flow control for real-time
crowd simulation in an urban environment",
        JOURNAL = VC,
        VOLUME = "24",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214275"}

@article{bb219002,
        AUTHOR = "Barut, O. and Haciomeroglu, M.",
        TITLE = "Real-time collision-free linear trajectory generation on GPU for crowd
simulations",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "6-8",
        MONTH = "June",
        PAGES = "843-852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214276"}

@article{bb219003,
        AUTHOR = "Ozcan, C.Y. and Haciomeroglu, M.",
        TITLE = "A path-based multi-agent navigation model",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "6-8",
        MONTH = "June",
        PAGES = "863-872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214277"}

@article{bb219004,
        AUTHOR = "Ke, Y. and Sukthankar, R. and Hebert, M.",
        TITLE = "Volumetric Features for Video Event Detection",
        JOURNAL = IJCV,
        VOLUME = "88",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214278"}

@inproceedings{bb219005,
        AUTHOR = "Ke, Y.",
        TITLE = "Volumetric Features for Video Event Detection",
        BOOKTITLE = CMU-CS,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214278"}

@inproceedings{bb219006,
        AUTHOR = "Ke, Y.",
        TITLE = "Volumetric Features for Video Event Detection",
        BOOKTITLE = Ph.D.,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214278"}

@inproceedings{bb219007,
        AUTHOR = "Matikainen, P. and Sukthankar, R. and Hebert, M.",
        TITLE = "Model recommendation for action recognition",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2256-2263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214279"}

@inproceedings{bb219008,
        AUTHOR = "Matikainen, P. and Sukthankar, R. and Hebert, M.",
        TITLE = "Feature seeding for action recognition",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "1716-1723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214280"}

@inproceedings{bb219009,
        AUTHOR = "Matikainen, P. and Hebert, M. and Sukthankar, R.",
        TITLE = "Representing Pairwise Spatial and Temporal Relations for Action
Recognition",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "I: 508-521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214281"}

@inproceedings{bb219010,
        AUTHOR = "Matikainen, P. and Hebert, M. and Sukthankar, R.",
        TITLE = "Trajectons:
Action recognition through the motion analysis of tracked features",
        BOOKTITLE = ObjectEvent09,
        YEAR = "2009",
        PAGES = "514-521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214282"}

@inproceedings{bb219011,
        AUTHOR = "Ke, Y. and Sukthankar, R. and Hebert, M.",
        TITLE = "Event Detection in Crowded Videos",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214283"}

@inproceedings{bb219012,
        AUTHOR = "Ke, Y. and Sukthankar, R. and Hebert, M.",
        TITLE = "Spatio-temporal Shape and Flow Correlation for Action Recognition",
        BOOKTITLE = VS07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214284"}

@inproceedings{bb219013,
        AUTHOR = "Ke, Y. and Sukthankar, R. and Hebert, M.",
        TITLE = "Efficient Visual Event Detection Using Volumetric Features",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "I: 166-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214285"}

@article{bb219014,
        AUTHOR = "Jacques Junior, J.C.S. and Mussef, S.R. and Jung, C.R.",
        TITLE = "Crowd Analysis Using Computer Vision Techniques",
        JOURNAL = SPMag,
        VOLUME = "27",
        YEAR = "2010",
        NUMBER = "5",
        PAGES = "66-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214286"}

@article{bb219015,
        AUTHOR = "Krausz, B. and Bauckhage, C.",
        TITLE = "Loveparade 2010: Automatic video analysis of a crowd disaster",
        JOURNAL = CVIU,
        VOLUME = "116",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "307-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214287"}

@article{bb219016,
        AUTHOR = "Tian, Y. and Cao, L. and Liu, Z.K. and Wang, Z.",
        TITLE = "Hierarchical Filtered Motion for Action Recognition in Crowded Videos",
        JOURNAL = SMC-C,
        VOLUME = "42",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "313-323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214288"}

@inproceedings{bb219017,
        AUTHOR = "Liu, Z.K. and Tian, Y. and Wang, Z.",
        TITLE = "Stacked Overcomplete Independent Component Analysis for Action
Recognition",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "II: 368-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214289"}

@article{bb219018,
        AUTHOR = "Solmaz, B. and Moore, B.E. and Shah, M.",
        TITLE = "Identifying Behaviors in Crowd Scenes Using Stability Analysis for
Dynamical Systems",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2064-2070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214290"}

@article{bb219019,
        AUTHOR = "Poiesi, F. and Mazzon, R. and Cavallaro, A.",
        TITLE = "Multi-target tracking on confidence maps:
An application to people tracking",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "10",
        PAGES = "1257-1272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214291"}

@inproceedings{bb219020,
        AUTHOR = "Mazzon, R. and Poiesi, F. and Cavallaro, A.",
        TITLE = "Detection and tracking of groups in crowd",
        BOOKTITLE = AVSS13,
        YEAR = "2013",
        PAGES = "202-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214292"}

@article{bb219021,
        AUTHOR = "Lawal, I.A. and Poiesi, F. and Anguita, D. and Cavallaro, A.",
        TITLE = "Support Vector Motion Clustering",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2395-2408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214293"}

@article{bb219022,
        AUTHOR = "Vizzari, G. and Bandini, S.",
        TITLE = "Studying Pedestrian and Crowd Dynamics through Integrated Analysis
and Synthesis",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "28",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "Sep",
        PAGES = "56-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214294"}

@article{bb219023,
        AUTHOR = "Courty, N. and Allain, P. and Creusot, C. and Corpetti, T.",
        TITLE = "Using the Agoraset dataset: Assessing for the quality of crowd video
analysis methods",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "161-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214295"}

@article{bb219024,
        AUTHOR = "Chrysostomou, D. and Sirakoulis, G.C. and Gasteratos, A.",
        TITLE = "A bio-inspired multi-camera system for dynamic crowd analysis",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "141-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214296"}

@article{bb219025,
        AUTHOR = "Fagette, A. and Courty, N. and Racoceanu, D. and Dufour, J.Y.",
        TITLE = "Unsupervised dense crowd detection by multiscale texture analysis",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "126-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214297"}

@article{bb219026,
        AUTHOR = "Zawidzki, M. and Chraibi, M. and Nishinari, K.",
        TITLE = "Crowd-Z: The user-friendly framework for crowd simulation on an
architectural floor plan",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "88-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214298"}

@article{bb219027,
        AUTHOR = "O'Gorman, L. and Yin, Y.F. and Ho, T.K.",
        TITLE = "Motion feature filtering for event detection in crowded scenes",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "80-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214299"}

@article{bb219028,
        AUTHOR = "Tran, K.N. and Gala, A. and Kakadiaris, I.A. and Shah, S.K.",
        TITLE = "Activity analysis in crowded environments using social cues for group
discovery and human interaction modeling",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "49-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214300"}

@article{bb219029,
        AUTHOR = "Manfredi, M. and Vezzani, R. and Calderara, S. and Cucchiara, R.",
        TITLE = "Detection of static groups and crowds gathered in open spaces by
texture classification",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "39-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214301"}

@article{bb219030,
        AUTHOR = "Kountouriotis, V. and Thomopoulos, S.C.A. and Papelis, Y.F.",
        TITLE = "An agent-based crowd behaviour model for real time crowd behaviour
simulation",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "30-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214302"}

@article{bb219031,
        AUTHOR = "Bandini, S. and Gorrini, A. and Vizzari, G.",
        TITLE = "Towards an integrated approach to crowd analysis and crowd synthesis:
A case study and first results",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "16-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214303"}

@article{bb219032,
        AUTHOR = "Ferryman, J.M. and Ellis, A.L.",
        TITLE = "Performance evaluation of crowd image analysis using the PETS2009
dataset",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "3-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214304"}

@article{bb219033,
        AUTHOR = "Toledo, L. and de Gyves, O. and Rudomin, I.",
        TITLE = "Hierarchical level of detail for varied animated crowds",
        JOURNAL = VC,
        VOLUME = "30",
        YEAR = "2014",
        NUMBER = "6-8",
        MONTH = "June",
        PAGES = "949-961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214305"}

@article{bb219034,
        AUTHOR = "Zhang, Y.H. and Huang, Q.M. and Qin, L. and Zhao, S.C. and Yao, H.X. and Xu, P.F.",
        TITLE = "Representing dense crowd patterns using bag of trajectory graphs",
        JOURNAL = SIViP,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "S1",
        MONTH = "December",
        PAGES = "173-181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214306"}

@inproceedings{bb219035,
        AUTHOR = "Zhang, Y.H. and Qin, L. and Yao, H.X. and Xu, P.F. and Huang, Q.M.",
        TITLE = "Beyond particle flow:
Bag of Trajectory Graphs for dense crowd event recognition",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3572-3576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214307"}

@article{bb219036,
        AUTHOR = "Zhang, P. and Liu, H. and Ding, Y.H.",
        TITLE = "Crowd simulation based on constrained and controlled group formation",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "5-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214308"}

@article{bb219037,
        AUTHOR = "Li, T. and Chang, H. and Wang, M. and Ni, B. and Hong, R. and Yan, S.",
        TITLE = "Crowded Scene Analysis: A Survey",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "367-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214309"}

@article{bb219038,
        AUTHOR = "Kim, S.J. and Guy, S.J. and Hillesland, K. and Zafar, B. and Gutub, A.A.A. and Manocha, D.",
        TITLE = "Velocity-based modeling of physical interactions in dense crowds",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "541-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214310"}

@article{bb219039,
        AUTHOR = "Mukherjee, S. and Goswami, D. and Chatterjee, S.",
        TITLE = "A Lagrangian Approach to Modeling and Analysis of a Crowd Dynamics",
        JOURNAL = SMCS,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "865-876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214311"}

@article{bb219040,
        AUTHOR = "Cao, L.J. and Zhang, X. and Ren, W.Q. and Huang, K.Q.",
        TITLE = "Large scale crowd analysis based on convolutional neural network",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "10",
        PAGES = "3016-3024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214312"}

@article{bb219041,
        AUTHOR = "Jiang, J. and Wu, D. and Teng, Q.Z. and He, X.H. and Gao, M.L.",
        TITLE = "Measuring Collectiveness in Crowded Scenes via Link Prediction",
        JOURNAL = IEICE,
        VOLUME = "E98-D",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1617-1620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214313"}

@inproceedings{bb219042,
        AUTHOR = "Lee, D.G. and Lee, S.W.",
        TITLE = "Human activity prediction based on Sub-volume Relationship Descriptor",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2060-2065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214314"}

@article{bb219043,
        AUTHOR = "Rao, A.S. and Gubbi, J. and Marusic, S. and Palaniswami, M.",
        TITLE = "Estimation of crowd density by clustering motion cues",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1533-1552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214315"}

@article{bb219044,
        AUTHOR = "Rao, A.S. and Gubbi, J. and Marusic, S. and Palaniswami, M.",
        TITLE = "Crowd Event Detection on Optical Flow Manifolds",
        JOURNAL = Cyber,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1524-1537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214316"}

@inproceedings{bb219045,
        AUTHOR = "Rao, A.S. and Gubbi, J. and Marusic, S. and Palaniswami, M.",
        TITLE = "Probabilistic Detection of Crowd Events on Riemannian Manifolds",
        BOOKTITLE = DICTA14,
        YEAR = "2014",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214317"}

@inproceedings{bb219046,
        AUTHOR = "Rao, A.S. and Gubbi, J. and Marusic, S. and Maher, A.",
        TITLE = "Determination of Object Directions Using Optical Flow for Crowd
Monitoring",
        BOOKTITLE = ISVC13,
        YEAR = "2013",
        PAGES = "II:613-622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214318"}

@inproceedings{bb219047,
        AUTHOR = "Rao, A.S. and Gubbi, J. and Rajasegarar, S. and Marusic, S. and Palaniswami, M.",
        TITLE = "Detection of Anomalous Crowd Behaviour Using Hyperspherical
Clustering",
        BOOKTITLE = DICTA14,
        YEAR = "2014",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214319"}

@article{bb219048,
        AUTHOR = "Qian, S.S. and Zhang, T.Z. and Xu, C.S. and Shao, J.",
        TITLE = "Multi-Modal Event Topic Model for Social Event Analysis",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "233-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214320"}

@inproceedings{bb219049,
        AUTHOR = "Qian, S.S. and Zhang, T.Z. and Xu, C.S.",
        TITLE = "Boosted Multi-modal Supervised Latent Dirichlet Allocation for Social
Event Classification",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1999-2004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214321"}

@article{bb219050,
        AUTHOR = "Vascon, S. and Mequanint, E.Z. and Cristani, M. and Hung, H. and Pelillo, M. and Murino, V.",
        TITLE = "Detecting conversational groups in images and sequences:
A robust game-theoretic approach",
        JOURNAL = CVIU,
        VOLUME = "143",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "11-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214322"}

@inproceedings{bb219051,
        AUTHOR = "Vascon, S. and Mequanint, E.Z. and Cristani, M. and Hung, H. and Pelillo, M. and Murino, V.",
        TITLE = "A Game-Theoretic Probabilistic Approach for Detecting Conversational
Groups",
        BOOKTITLE = ACCV14,
        YEAR = "2014",
        PAGES = "V: 658-675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214323"}

@inproceedings{bb219052,
        AUTHOR = "Mousavi, H. and Nabi, M. and Kiani, H. and Perina, A. and Murino, V.",
        TITLE = "Crowd motion monitoring using tracklet-based commotion measure",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2354-2358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214324"}

@inproceedings{bb219053,
        AUTHOR = "Mohammadi, S. and Kiani, H. and Perina, A. and Murino, V.",
        TITLE = "A comparison of crowd commotion measures from generative models",
        BOOKTITLE = Crowd15,
        YEAR = "2015",
        PAGES = "49-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214325"}

@article{bb219054,
        AUTHOR = "Lin, W.Y. and Mi, Y. and Wang, W.Y. and Wu, J.X. and Wang, J.D. and Mei, T.",
        TITLE = "A Diffusion and Clustering-Based Approach for Finding Coherent
Motions and Understanding Crowd Scenes",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1674-1687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214326"}

@inproceedings{bb219055,
        AUTHOR = "Wang, W.Y. and Lin, W.Y. and Chen, Y.Z. and Wu, J.X. and Wang, J.D. and Sheng, B.",
        TITLE = "Finding Coherent Motions and Semantic Regions in Crowd Scenes:
A Diffusion and Clustering Approach",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "I: 756-771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214327"}

@article{bb219056,
        AUTHOR = "Pennisi, A. and Bloisi, D.D. and Iocchi, L.",
        TITLE = "Online real-time crowd behavior detection in video sequences",
        JOURNAL = CVIU,
        VOLUME = "144",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "166-176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214328"}

@article{bb219057,
        AUTHOR = "Solera, F. and Calderara, S. and Cucchiara, R.",
        TITLE = "Socially Constrained Structural Learning for Groups Detection in
Crowd",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "995-1008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214329"}

@inproceedings{bb219058,
        AUTHOR = "Solera, F. and Calderara, S. and Cucchiara, R.",
        TITLE = "Learning to identify leaders in crowd",
        BOOKTITLE = Crowd15,
        YEAR = "2015",
        PAGES = "43-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214330"}

@inproceedings{bb219059,
        AUTHOR = "Solera, F. and Calderara, S. and Cucchiara, R.",
        TITLE = "Structured learning for detection of social groups in crowd",
        BOOKTITLE = AVSS13,
        YEAR = "2013",
        PAGES = "7-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214331"}

@inproceedings{bb219060,
        AUTHOR = "Solera, F. and Calderara, S. and Cucchiara, R.",
        TITLE = "Social Groups Detection in Crowd through Shape-Augmented Structured
Learning",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "I:542-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214332"}

@article{bb219061,
        AUTHOR = "Yuan, Y. and Wan, J. and Wang, Q.",
        TITLE = "Congested scene classification via efficient unsupervised feature
learning and density estimation",
        JOURNAL = PR,
        VOLUME = "56",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "159-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214333"}

@article{bb219062,
        AUTHOR = "Guo, B. and Yu, Z. and Chen, L. and Zhou, X. and Ma, X.",
        TITLE = "MobiGroup: Enabling Lifecycle Support to Social Activity Organization
and Suggestion With Mobile Crowd Sensing",
        JOURNAL = HMS,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "390-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214334"}

@article{bb219063,
        AUTHOR = "Zhang, C. and Kang, K. and Li, H. and Wang, X. and Xie, R. and Yang, X.",
        TITLE = "Data-Driven Crowd Understanding:
A Baseline for a Large-Scale Crowd Dataset",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1048-1061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214335"}

@article{bb219064,
        AUTHOR = "Liu, W.X. and Lau, R.W.H. and Manocha, D.",
        TITLE = "Robust individual and holistic features for crowd scene
classification",
        JOURNAL = PR,
        VOLUME = "58",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "110-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214336"}

@article{bb219065,
        AUTHOR = "Meynberg, O. and Cui, S.Y. and Reinartz, P.",
        TITLE = "Detection of High-Density Crowds in Aerial Images Using Texture
Classification",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "6",
        PAGES = "470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214337"}

@article{bb219066,
        AUTHOR = "Yi, S. and Li, H.S. and Wang, X.G.",
        TITLE = "Pedestrian Behavior Modeling From Stationary Crowds With Applications
to Intelligent Surveillance",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4354-4368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214338"}

@inproceedings{bb219067,
        AUTHOR = "Yi, S. and Li, H.S. and Wang, X.G.",
        TITLE = "Pedestrian Behavior Understanding and Prediction with Deep Neural
Networks",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "I: 263-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214339"}

@article{bb219068,
        AUTHOR = "Ma, Y. and Lin, T. and Cao, Z. and Li, C. and Wang, F. and Chen, W.",
        TITLE = "Mobility Viewer: An Eulerian Approach for Studying Urban Crowd Flow",
        JOURNAL = ITS,
        VOLUME = "17",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2627-2636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214340"}

@article{bb219069,
        AUTHOR = "Deng, C. and Cao, Z. and Xiao, Y. and Lu, H. and Xian, K. and Chen, Y.",
        TITLE = "Exploiting Attribute Dependency for Attribute Assignment in Crowded
Scenes",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1325-1329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214341"}

@article{bb219070,
        AUTHOR = "Shao, J. and Loy, C.C. and Kang, K. and Wang, X.G.",
        TITLE = "Crowded Scene Understanding by Deeply Learned Volumetric Slices",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "613-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214342"}

@inproceedings{bb219071,
        AUTHOR = "Shao, J. and Kang, K. and Loy, C.C. and Wang, X.G.",
        TITLE = "Deeply learned attributes for crowded scene understanding",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4657-4666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214343"}

@article{bb219072,
        AUTHOR = "Shao, J. and Loy, C.C. and Wang, X.G.",
        TITLE = "Learning Scene-Independent Group Descriptors for Crowd Understanding",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1290-1303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214344"}

@inproceedings{bb219073,
        AUTHOR = "Shao, J. and Loy, C.C. and Wang, X.G.",
        TITLE = "Scene-Independent Group Profiling in Crowd",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2227-2234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214345"}

@inproceedings{bb219074,
        AUTHOR = "Yi, S. and Li, H.S. and Wang, X.G.",
        TITLE = "Understanding pedestrian behaviors from stationary crowd groups",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3488-3496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214346"}

@article{bb219075,
        AUTHOR = "Luchetti, G. and Mancini, A. and Sturari, M. and Frontoni, E. and Zingaretti, P.",
        TITLE = "Whistland: An Augmented Reality Crowd-Mapping System for Civil
Protection and Emergency Management",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214347"}

@article{bb219076,
        AUTHOR = "Ruhhammer, C. and Baumann, M. and Protschky, V. and Kloeden, H. and Klanner, F. and Stiller, C.",
        TITLE = "Automated Intersection Mapping From Crowd Trajectory Data",
        JOURNAL = ITS,
        VOLUME = "18",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "666-677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214348"}

@article{bb219077,
        AUTHOR = "Fradi, H. and Luvison, B. and Pham, Q.C.",
        TITLE = "Crowd Behavior Analysis Using Local Mid-Level Visual Descriptors",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "589-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214349"}

@article{bb219078,
        AUTHOR = "de Almeida, I.R. and Cassol, V.J. and Badler, N.I. and Musse, S.R. and Jung, C.R.",
        TITLE = "Detection of Global and Local Motion Changes in Human Crowds",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "603-612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214350"}

@article{bb219079,
        AUTHOR = "Zhang, Y. and Qin, L. and Ji, R. and Zhao, S. and Huang, Q. and Luo, J.",
        TITLE = "Exploring Coherent Motion Patterns via Structured Trajectory Learning
for Crowd Mood Modeling",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "635-648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214351"}

@article{bb219080,
        AUTHOR = "Yi, S. and Wang, X.G. and Lu, C.W. and Jia, J.Y. and Li, H.",
        TITLE = "L_0 Regularized Stationary-Time Estimation for Crowd Analysis",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "981-994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214352"}

@inproceedings{bb219081,
        AUTHOR = "Yi, S. and Wang, X.G. and Lu, C.W. and Jia, J.Y.",
        TITLE = "L_0 Regularized Stationary Time Estimation for Crowd Group Analysis",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2219-2226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214353"}

@article{bb219082,
        AUTHOR = "Setti, F. and Conigliaro, D. and Rota, P. and Bassetti, C. and Conci, N. and Sebe, N. and Cristani, M.",
        TITLE = "The S-Hock dataset: A new benchmark for spectator crowd analysis",
        JOURNAL = CVIU,
        VOLUME = "159",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "47-58",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214354"}

@inproceedings{bb219083,
        AUTHOR = "Conigliaro, D. and Rota, P. and Setti, F. and Bassetti, C. and Conci, N. and Sebe, N. and Cristani, M.",
        TITLE = "The S-HOCK dataset: Analyzing crowds at the stadium",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2039-2047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214355"}

@article{bb219084,
        AUTHOR = "Setti, F. and Conigliaro, D. and Tobanelli, M. and Cristani, M.",
        TITLE = "Count on Me: Learning to Count on a Single Image",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1798-1806",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214356"}

@article{bb219085,
        AUTHOR = "Setti, F. and Cristani, M.",
        TITLE = "Evaluating the Group Detection Performance: The GRODE Metrics",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "566-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214357"}

@inproceedings{bb219086,
        AUTHOR = "Setti, F. and Cristani, M.",
        TITLE = "The GRODE metrics:
Exploring the performance of group detection approaches",
        BOOKTITLE = Crowd15,
        YEAR = "2015",
        PAGES = "36-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214358"}

@inproceedings{bb219087,
        AUTHOR = "Dhall, A. and Joshi, J. and Sikka, K. and Goecke, R. and Sebe, N.",
        TITLE = "The more the merrier: Analysing the affect of a group of people in
images",
        BOOKTITLE = FG15,
        YEAR = "2015",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214359"}

@article{bb219088,
        AUTHOR = "Wu, S. and Yang, H. and Zheng, S. and Su, H. and Fan, Y.W. and Yang, M.H.",
        TITLE = "Crowd Behavior Analysis via Curl and Divergence of Motion Trajectories",
        JOURNAL = IJCV,
        VOLUME = "123",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "499-519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214360"}

@article{bb219089,
        AUTHOR = "Chen, L.B. and Jakubowicz, J. and Yang, D.Q. and Zhang, D.Q. and Pan, G.",
        TITLE = "Fine-Grained Urban Event Detection and Characterization Based on
Tensor Cofactorization",
        JOURNAL = HMS,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "380-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214361"}

@article{bb219090,
        AUTHOR = "Tan, S. and Wang, Y. and Chen, Y. and Wang, Z.",
        TITLE = "Evolutionary Dynamics of Collective Behavior Selection and Drift:
Flocking, Collapse, and Oscillation",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1694-1705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214362"}

@article{bb219091,
        AUTHOR = "Tan, K. and Xu, L.F. and Liu, Y.N. and Luo, B.",
        TITLE = "Small Group Detection in Crowds using Interaction Information",
        JOURNAL = IEICE,
        VOLUME = "E100-D",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1542-1545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214363"}

@article{bb219092,
        AUTHOR = "Wu, S. and Su, H. and Yang, H. and Zheng, S. and Fan, Y.W. and Zhou, Q.",
        TITLE = "Bilinear dynamics for crowd video analysis",
        JOURNAL = JVCIR,
        VOLUME = "48",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "461-470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214364"}

@inproceedings{bb219093,
        AUTHOR = "Wu, S. and Su, H. and Zheng, S. and Yang, H. and Zhou, Q.",
        TITLE = "Motion sketch based crowd video retrieval via motion structure coding",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1205-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214365"}

@article{bb219094,
        AUTHOR = "Huang, W. and Fan, H.C. and Zipf, A.",
        TITLE = "Towards Detecting the Crowd Involved in Social Events",
        JOURNAL = IJGI,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214366"}

@article{bb219095,
        AUTHOR = "Zhao, W.Q. and Zhang, Z. and Huang, K.Q.",
        TITLE = "Gestalt laws based tracklets analysis for human crowd understanding",
        JOURNAL = PR,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "112-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214367"}

@inproceedings{bb219096,
        AUTHOR = "Zhao, W.Q. and Zhang, Z. and Huang, K.Q.",
        TITLE = "Joint crowd detection and semantic scene modeling using a Gestalt
laws-based similarity",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1220-1224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214368"}

@article{bb219097,
        AUTHOR = "Draghici, A. and van Steen, M.",
        TITLE = "A Survey of Techniques for Automatically Sensing the Behavior of a
Crowd",
        JOURNAL = Surveys,
        VOLUME = "51",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "Article No 21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214369"}

@article{bb219098,
        AUTHOR = "Zhang, R.C. and Mao, Y.Y.",
        TITLE = "On the integration of crowd knowledge in pattern recognition",
        JOURNAL = PRL,
        VOLUME = "106",
        YEAR = "2018",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214370"}

@article{bb219099,
        AUTHOR = "Dhamecha, T.I. and Shah, M. and Verma, P. and Vatsa, M. and Singh, R.",
        TITLE = "CrowdFaceDB: Database and benchmarking for face verification in crowd",
        JOURNAL = PRL,
        VOLUME = "107",
        YEAR = "2018",
        PAGES = "17-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT214371"}

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