@inproceedings{bb130900,
        AUTHOR = "Climent Perez, P. and Monekosso, D.N. and Remagnino, P.",
        TITLE = "Multi-view Event Detection in Crowded Scenes Using Tracklet Plots",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4370-4375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126893"}

@inproceedings{bb130901,
        AUTHOR = "Zou, J.L. and Cui, Y.T. and Wan, F. and Ye, Q.X. and Jiao, J.B.",
        TITLE = "A cluster specific latent dirichlet allocation model for trajectory
clustering in crowded videos",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2348-2352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126894"}

@inproceedings{bb130902,
        AUTHOR = "Zou, J.L. and Ye, Q.X. and Cui, Y.T. and Doermann, D.S. and Jiao, J.B.",
        TITLE = "A Belief Based Correlated Topic Model for Trajectory Clustering in
Crowded Video Scenes",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2543-2548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126895"}

@inproceedings{bb130903,
        AUTHOR = "Lim, M.K. and Kok, V.J. and Loy, C.C. and Chan, C.S.",
        TITLE = "Crowd Saliency Detection via Global Similarity Structure",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3957-3962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126896"}

@inproceedings{bb130904,
        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",
        BOOKTITLE = Geospatial14,
        YEAR = "2014",
        PAGES = "55-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126897"}

@inproceedings{bb130905,
        AUTHOR = "Ullah, H. and Ullah, M. and Conci, N.",
        TITLE = "Dominant Motion Analysis in Regular and Irregular Crowd Scenes",
        BOOKTITLE = HBU14,
        YEAR = "2014",
        PAGES = "62-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126898"}

@inproceedings{bb130906,
        AUTHOR = "Zhang, Y.H. and Zhang, S.P. and Huang, Q.M. and Serre, T.",
        TITLE = "Learning Sparse Prototypes for Crowd Perception via Ensemble Coding
Mechanisms",
        BOOKTITLE = HBU14,
        YEAR = "2014",
        PAGES = "86-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126899"}

@inproceedings{bb130907,
        AUTHOR = "Cermeno, E. and Mallor, S. and Siguenza, J.A.",
        TITLE = "Learning crowd behavior for event recognition",
        BOOKTITLE = PETS13,
        YEAR = "2013",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126900"}

@inproceedings{bb130908,
        AUTHOR = "Leach, M. and Baxter, R.H. and Robertson, N.M. and Sparks, E.",
        TITLE = "Detecting Social Groups in Crowded Surveillance Videos Using Visual
Attention",
        BOOKTITLE = SocialInter14,
        YEAR = "2014",
        PAGES = "467-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126901"}

@inproceedings{bb130909,
        AUTHOR = "Eyjolfsdottir, E. and Branson, S. and Burgos Artizzu, X.P. and Hoopfer, E.D. and Schor, J. and Anderson, D.J. and Perona, P.",
        TITLE = "Detecting Social Actions of Fruit Flies",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "II: 772-787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126902"}

@inproceedings{bb130910,
        AUTHOR = "Li, M.Z. and Yin, Z.Z. and Thimgan, M.S. and Qin, R.",
        TITLE = "Track fast-moving tiny flies by adaptive LBP feature and cascaded
data association",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "1172-1176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126903"}

@inproceedings{bb130911,
        AUTHOR = "Perko, R. and Schnabel, T. and Fritz, G. and Almer, A. and Paletta, L.",
        TITLE = "Airborne Based High Performance Crowd Monitoring for Security
Applications",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
        PAGES = "664-674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126904"}

@inproceedings{bb130912,
        AUTHOR = "Karpagavalli, P. and Ramprasad, A.V.",
        TITLE = "Human detection and segmentation in the crowd environment by
coimbining APD with HLBD approaches",
        BOOKTITLE = NCVPRIPG13,
        YEAR = "2013",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126905"}

@inproceedings{bb130913,
        AUTHOR = "Alqaysi, H.H. and Sasi, S.",
        TITLE = "Detection of Abnormal behavior in Dynamic Crowded Gatherings",
        BOOKTITLE = AIPR13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126906"}

@inproceedings{bb130914,
        AUTHOR = "Wang, C.J. and Zhao, X. and Wu, Z. and Liu, Y.C.",
        TITLE = "Motion pattern analysis in crowded scenes based on hybrid
generative-discriminative feature maps",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "2837-2841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126907"}

@inproceedings{bb130915,
        AUTHOR = "Tang, X. and Zhang, S.P. and Yao, H.X.",
        TITLE = "Sparse coding based motion attention for abnormal event detection",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3602-3606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126908"}

@inproceedings{bb130916,
        AUTHOR = "de la Calle Silos, E. and Gonzalez Diaz, I. and Diaz de Maria, E.",
        TITLE = "Mid-level feature set for specific event and anomaly detection in
crowded scenes",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "4001-4005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126909"}

@inproceedings{bb130917,
        AUTHOR = "Basset, A. and Bouthemy, P. and Kervrann, C.",
        TITLE = "Recovery of motion patterns and dominant paths in videos of crowded
scenes",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "184-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126910"}

@inproceedings{bb130918,
        AUTHOR = "Basset, A. and Bouthemy, P. and Kervrann, C.",
        TITLE = "Frame-by-frame crowd motion classification from affine motion models",
        BOOKTITLE = AVSS13,
        YEAR = "2013",
        PAGES = "282-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126911"}

@inproceedings{bb130919,
        AUTHOR = "Conigliaro, D. and Setti, F. and Bassetti, C. and Ferrario, R. and Cristani, M.",
        TITLE = "Viewing the Viewers: A Novel Challenge for Automated Crowd Analysis",
        BOOKTITLE = SBA13,
        YEAR = "2013",
        PAGES = "517-526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126912"}

@inproceedings{bb130920,
        AUTHOR = "Yiicel, Z. and Miyashita, T. and Hagita, N.",
        TITLE = "Modeling and identification of group motion via compound evaluation of
positional and directional cues",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1172-1176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126913"}

@inproceedings{bb130921,
        AUTHOR = "Zhu, X.B. and Liu, J. and Wang, J.Q. and Fang, Y.K. and Lu, H.Q.",
        TITLE = "Anomaly detection in crowded scene via appearance and dynamics joint
modeling",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2705-2708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126914"}

@inproceedings{bb130922,
        AUTHOR = "Wang, L.J. and Dong, M.",
        TITLE = "Real-time detection of abnormal crowd behavior using a matrix
approximation-based approach",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2701-2704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126915"}

@inproceedings{bb130923,
        AUTHOR = "Kaltsa, V. and Briassouli, A. and Kompatsiaris, I. and Strintzis, M.G.",
        TITLE = "Timely, robust crowd event characterization",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2697-2700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126916"}

@inproceedings{bb130924,
        AUTHOR = "Su, H. and Yang, H. and Zheng, S. and Fan, Y. and Wei, S.",
        TITLE = "Crowd Event Perception Based on Spatio-temporal Viscous Fluid Field",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "458-463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126917"}

@inproceedings{bb130925,
        AUTHOR = "Lasdas, V. and Timofte, R. and Van Gool, L.J.",
        TITLE = "Non-parametric motion-priors for flow understanding",
        BOOKTITLE = WACV12,
        YEAR = "2012",
        PAGES = "417-424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126918"}

@inproceedings{bb130926,
        AUTHOR = "Clauss, S. and Pelisson, F.",
        TITLE = "People flow analysis",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126919"}

@inproceedings{bb130927,
        AUTHOR = "Butenuth, M. and Burkert, F. and Schmidt, F. and Hinz, S. and Hartmann, D. and Kneidl, A. and Borrmann, A. and Sirmacek, B.",
        TITLE = "Integrating pedestrian simulation, tracking and event detection for
crowd analysis",
        BOOKTITLE = MSVALC11,
        YEAR = "2011",
        PAGES = "150-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126920"}

@inproceedings{bb130928,
        AUTHOR = "Sirmacek, B. and Reinartz, P.",
        TITLE = "Automatic crowd density and motion analysis in airborne image sequences
based on a probabilistic framework",
        BOOKTITLE = ARTEMIS11,
        YEAR = "2011",
        PAGES = "898-905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126921"}

@inproceedings{bb130929,
        AUTHOR = "Briassouli, A. and Kompatsiaris, I.",
        TITLE = "Spatiotemporally localized new event detection in crowds",
        BOOKTITLE = ARTEMIS11,
        YEAR = "2011",
        PAGES = "928-933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126922"}

@inproceedings{bb130930,
        AUTHOR = "Curtis, S. and Guy, S.J. and Zafar, B. and Manocha, D.",
        TITLE = "Virtual Tawaf: A case study in simulating the behavior of dense,
heterogeneous crowds",
        BOOKTITLE = MSVALC11,
        YEAR = "2011",
        PAGES = "128-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126923"}

@inproceedings{bb130931,
        AUTHOR = "Bai, Y. and Xu, Y. and Yang, X.K. and Yan, Q.",
        TITLE = "Measuring orderliness based on social force model in collective
motions",
        BOOKTITLE = VCIP13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126924"}

@inproceedings{bb130932,
        AUTHOR = "Zhao, J. and Xu, Y. and Yang, X.K. and Yan, Q.",
        TITLE = "Crowd instability analysis using velocity-field based social force
model",
        BOOKTITLE = VCIP11,
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126925"}

@inproceedings{bb130933,
        AUTHOR = "Boszormenyi, L.",
        TITLE = "Vision of the crowds",
        BOOKTITLE = MMSysS11,
        YEAR = "2011",
        PAGES = "401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126926"}

@inproceedings{bb130934,
        AUTHOR = "Srivastava, S. and Ng, K.K. and Delp, E.J.",
        TITLE = "Crowd flow estimation using multiple visual features for scenes with
changing crowd densities",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "60-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126927"}

@inproceedings{bb130935,
        AUTHOR = "Wang, C.J. and Zhao, X. and Zou, Y. and Liu, Y.C.",
        TITLE = "Detecting Motion Patterns in Dynamic Crowd Scenes",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "434-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126928"}

@inproceedings{bb130936,
        AUTHOR = "Zhou, B. and Wang, X.G. and Tang, X.",
        TITLE = "Random field topic model for semantic region analysis in crowded scenes
from tracklets",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "3441-3448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126929"}

@inproceedings{bb130937,
        AUTHOR = "Pathan, S.S. and Al Hamadi, A. and Michaelis, B.",
        TITLE = "Using Conditional Random Field for Crowd Behavior Analysis",
        BOOKTITLE = VECTaR10,
        YEAR = "2010",
        PAGES = "370-379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126930"}

@inproceedings{bb130938,
        AUTHOR = "Pathan, S.S. and Al Hamadi, A. and Michaelis, B.",
        TITLE = "Incorporating Social Entropy for Crowd Behavior Detection Using SVM",
        BOOKTITLE = ISVC10,
        YEAR = "2010",
        PAGES = "I: 153-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126931"}

@inproceedings{bb130939,
        AUTHOR = "Dee, H.M. and Caplier, A.",
        TITLE = "Crowd behaviour analysis using histograms of motion direction",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1545-1548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126932"}

@inproceedings{bb130940,
        AUTHOR = "Chang, M.C. and Krahnstoever, N. and Ge, W.",
        TITLE = "Probabilistic group-level motion analysis and scenario recognition",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "747-754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126933"}

@inproceedings{bb130941,
        AUTHOR = "Chang, M.C. and Krahnstoever, N. and Lim, S. and Yu, T.",
        TITLE = "Group Level Activity Recognition in Crowded Environments across
Multiple Cameras",
        BOOKTITLE = AVSS10,
        YEAR = "2010",
        PAGES = "56-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126934"}

@inproceedings{bb130942,
        AUTHOR = "Srikrishnan, V. and Chaudhuri, S.",
        TITLE = "Crowd Motion Analysis Using Linear Cyclic Pursuit",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3340-3343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126935"}

@inproceedings{bb130943,
        AUTHOR = "Ozturk, O. and Yamasaki, T. and Aizawa, K.",
        TITLE = "Detecting Dominant Motion Flows in Unstructured/Structured Crowd Scenes",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3533-3536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126936"}

@inproceedings{bb130944,
        AUTHOR = "Feng, J. and Zhang, C. and Hao, P.W.",
        TITLE = "Online Learning with Self-Organizing Maps for Anomaly Detection in
Crowd Scenes",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3599-3602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126937"}

@inproceedings{bb130945,
        AUTHOR = "Widhalm, P. and Brandle, N.",
        TITLE = "Learning Major Pedestrian Flows in Crowded Scenes",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4064-4067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126938"}

@inproceedings{bb130946,
        AUTHOR = "Guo, P. and Miao, Z.J. and Cheng, H.D.",
        TITLE = "Masks based human action detection in crowded videos",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "693-696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126939"}

@inproceedings{bb130947,
        AUTHOR = "Guo, P. and Miao, Z.J.",
        TITLE = "Action Detection in Crowded Videos Using Masks",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1767-1770",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126940"}

@inproceedings{bb130948,
        AUTHOR = "Siva, P. and Xiang, T.",
        TITLE = "Weakly Supervised Action Detection",
        BOOKTITLE = BMVC11,
        YEAR = "2011",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126941"}

@inproceedings{bb130949,
        AUTHOR = "Siva, P. and Xiang, T.",
        TITLE = "Action Detection in Crowd",
        BOOKTITLE = BMVC10,
        YEAR = "2010",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126942"}

@inproceedings{bb130950,
        AUTHOR = "Lerner, A. and Chrysanthou, Y. and Shamir, A. and Cohen Or, D.",
        TITLE = "Data Driven Evaluation of Crowds",
        BOOKTITLE = MIG09,
        YEAR = "2009",
        PAGES = "75-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126943"}

@inproceedings{bb130951,
        AUTHOR = "Allain, P. and Courty, N. and Corpetti, T.",
        TITLE = "Crowd Flow Characterization with Optimal Control Theory",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "II: 279-290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126944"}

@inproceedings{bb130952,
        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#TT126945"}

@inproceedings{bb130953,
        AUTHOR = "Jiang, F. and Wu, Y. and Katsaggelos, A.K.",
        TITLE = "Detecting contextual anomalies of crowd motion in surveillance video",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1117-1120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126946"}

@inproceedings{bb130954,
        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#TT126947"}

@inproceedings{bb130955,
        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#TT126948"}

@inproceedings{bb130956,
        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#TT126949"}

@inproceedings{bb130957,
        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#TT126950"}

@inproceedings{bb130958,
        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#TT126951"}

@inproceedings{bb130959,
        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#TT126952"}

@inproceedings{bb130960,
        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#TT126953"}

@inproceedings{bb130961,
        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#TT126954"}

@inproceedings{bb130962,
        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#TT126955"}

@inproceedings{bb130963,
        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#TT126956"}

@inproceedings{bb130964,
        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#TT126957"}

@inproceedings{bb130965,
        AUTHOR = "Saxena, S. and Bremond, F. and Thonnat, M. and Ma, R.",
        TITLE = "Crowd Behavior Recognition for Video Surveillance",
        BOOKTITLE = ACIVS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126958"}

@inproceedings{bb130966,
        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#TT126959"}

@inproceedings{bb130967,
        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#TT126960"}

@inproceedings{bb130968,
        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#TT126961"}

@inproceedings{bb130969,
        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#TT126962"}

@inproceedings{bb130970,
        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#TT126963"}

@inproceedings{bb130971,
        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#TT126964"}

@inproceedings{bb130972,
        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#TT126965"}

@inproceedings{bb130973,
        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#TT126966"}

@inproceedings{bb130974,
        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#TT126967"}

@inproceedings{bb130975,
        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#TT126968"}

@inproceedings{bb130976,
        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#TT126969"}

@inproceedings{bb130977,
        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#TT126970"}

@inproceedings{bb130978,
        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#TT126971"}

@inproceedings{bb130979,
        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#TT126972"}

@inproceedings{bb130980,
        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#TT126973"}

@book{bb130981,
        AUTHOR = "Ali, S.",
        TITLE = "Crowd Flow Segmentation and Stability Analysis",
        PUBLISHER = "Online",
        YEAR = "2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126974"}

@inproceedings{bb130982,
        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#TT126975"}

@inproceedings{bb130983,
        AUTHOR = "Ali, S. and Shah, M.",
        TITLE = "A Supervised Learning Framework for Generic Object Detection in Images",
        BOOKTITLE = ICCV05,
        YEAR = "2005",
        PAGES = "II: 1347-1354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126976"}

@inproceedings{bb130984,
        AUTHOR = "Ali, S. and Shah, M.",
        TITLE = "An Integrated Approach for Generic Object Detection Using
Kernel PCA and Boosting",
        BOOKTITLE = ICME05,
        YEAR = "2005",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126977"}

@inproceedings{bb130985,
        AUTHOR = "Li, Y. and Ai, H.Z.",
        TITLE = "Fast Detection of Independent Motion in Crowds Guided by Supervised
Learning",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "III: 341-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126978"}

@inproceedings{bb130986,
        AUTHOR = "Andrade, E.L. and Blunsden, S. and Fisher, R.B.",
        TITLE = "Modelling Crowd Scenes for Event Detection",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 175-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126979"}

@inproceedings{bb130987,
        AUTHOR = "Andrade, E.L. and Blunsden, S. and Fisher, R.B.",
        TITLE = "Hidden Markov Models for Optical Flow Analysis in Crowds",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 460-463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126980"}

@inproceedings{bb130988,
        AUTHOR = "Marana, A.N. and Cavenaghi, M.A. and Ulson, R.S. and Drumond, F.L.",
        TITLE = "Real-Time Crowd Density Estimation Using Images",
        BOOKTITLE = ISVC05,
        YEAR = "2005",
        PAGES = "355-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126981"}

@inproceedings{bb130989,
        AUTHOR = "Beleznai, C. and Bischof, H.",
        TITLE = "Fast human detection in crowded scenes by contour integration and local
shape estimation",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2246-2253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126982"}

@inproceedings{bb130990,
        AUTHOR = "Brostow, G.J. and Cipolla, R.",
        TITLE = "Unsupervised Bayesian Detection of Independent Motion in Crowds",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 594-601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126983"}

@inproceedings{bb130991,
        AUTHOR = "Beleznai, C. and Fruhstuck, B. and Bischof, H.",
        TITLE = "Human detection in groups using a fast mean shift procedure",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "I: 349-352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126984"}

@inproceedings{bb130992,
        AUTHOR = "Reisman, P. and Mano, O. and Avidan, S. and Shashua, A.",
        TITLE = "Crowd detection in video sequences",
        BOOKTITLE = IVS04,
        YEAR = "2004",
        PAGES = "66-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT126985"}

@article{bb130993,
        AUTHOR = "Ouanane, A. and Serir, A.",
        TITLE = "An improved geometric descriptor associated with wavelet transform for
aggressive human behaviour recognition",
        JOURNAL = IJCVR,
        VOLUME = "4",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "171-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT126986"}

@article{bb130994,
        AUTHOR = "Kooij, J.F.P. and Liem, M.C. and Krijnders, J.D. and Andringa, T.C. and Gavrila, D.M.",
        TITLE = "Multi-modal human aggression detection",
        JOURNAL = CVIU,
        VOLUME = "144",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "106-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT126987"}

@article{bb130995,
        AUTHOR = "Ribeiro, P.C. and Audigier, R. and Pham, Q.C.",
        TITLE = "RIMOC, a feature to discriminate unstructured motions:
Application to violence detection for video-surveillance",
        JOURNAL = CVIU,
        VOLUME = "144",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "121-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT126988"}

@article{bb130996,
        AUTHOR = "Gao, Y. and Liu, H. and Sun, X. and Wang, C. and Liu, Y.",
        TITLE = "Violence detection using Oriented VIolent Flows",
        JOURNAL = IVC,
        VOLUME = "48-49",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "37-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT126989"}

@article{bb130997,
        AUTHOR = "Cibulski, L. and Gracanin, D. and Diehl, A. and Splechtna, R. and Elshehaly, M. and Delrieux, C. and Matkovic, K.",
        TITLE = "ITEA: interactive trajectories and events analysis: exploring sequences
of spatio-temporal events in movement data",
        JOURNAL = VC,
        VOLUME = "32",
        YEAR = "2016",
        NUMBER = "6-8",
        MONTH = "June",
        PAGES = "847-857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT126990"}

@article{bb130998,
        AUTHOR = "Du, L. and Ling, H.B.",
        TITLE = "Dynamic Scene Classification Using Redundant Spatial Scenelets",
        JOURNAL = Cyber,
        VOLUME = "46",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2156-2165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT126991"}

@article{bb130999,
        AUTHOR = "Dos Santos, R.F. and Shah, S. and Boedihardjo, A. and Chen, F. and Lu, C.T. and Butler, P. and Ramakrishnan, N.",
        TITLE = "A framework for intelligence analysis using spatio-temporal
storytelling",
        JOURNAL = GeoInfo,
        VOLUME = "20",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "285-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT126992"}