@inproceedings{bb178700,
        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#TT174227"}

@inproceedings{bb178701,
        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#TT174228"}

@inproceedings{bb178702,
        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#TT174229"}

@inproceedings{bb178703,
        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#TT174230"}

@inproceedings{bb178704,
        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#TT174231"}

@inproceedings{bb178705,
        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#TT174232"}

@inproceedings{bb178706,
        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#TT174233"}

@inproceedings{bb178707,
        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#TT174234"}

@inproceedings{bb178708,
        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#TT174235"}

@inproceedings{bb178709,
        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#TT174236"}

@inproceedings{bb178710,
        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#TT174237"}

@inproceedings{bb178711,
        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#TT174238"}

@inproceedings{bb178712,
        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#TT174239"}

@inproceedings{bb178713,
        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#TT174240"}

@inproceedings{bb178714,
        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#TT174241"}

@inproceedings{bb178715,
        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#TT174242"}

@inproceedings{bb178716,
        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#TT174243"}

@inproceedings{bb178717,
        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#TT174244"}

@inproceedings{bb178718,
        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#TT174245"}

@inproceedings{bb178719,
        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#TT174246"}

@inproceedings{bb178720,
        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#TT174247"}

@inproceedings{bb178721,
        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#TT174248"}

@inproceedings{bb178722,
        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#TT174249"}

@inproceedings{bb178723,
        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#TT174250"}

@inproceedings{bb178724,
        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#TT174251"}

@inproceedings{bb178725,
        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#TT174252"}

@inproceedings{bb178726,
        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#TT174253"}

@inproceedings{bb178727,
        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#TT174254"}

@inproceedings{bb178728,
        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#TT174255"}

@inproceedings{bb178729,
        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#TT174256"}

@inproceedings{bb178730,
        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#TT174257"}

@inproceedings{bb178731,
        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#TT174258"}

@inproceedings{bb178732,
        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#TT174259"}

@inproceedings{bb178733,
        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#TT174260"}

@inproceedings{bb178734,
        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#TT174261"}

@inproceedings{bb178735,
        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#TT174262"}

@inproceedings{bb178736,
        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#TT174263"}

@inproceedings{bb178737,
        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#TT174264"}

@inproceedings{bb178738,
        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#TT174265"}

@inproceedings{bb178739,
        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#TT174266"}

@inproceedings{bb178740,
        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#TT174267"}

@inproceedings{bb178741,
        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#TT174268"}

@inproceedings{bb178742,
        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#TT174269"}

@inproceedings{bb178743,
        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#TT174270"}

@inproceedings{bb178744,
        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#TT174271"}

@inproceedings{bb178745,
        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#TT174272"}

@inproceedings{bb178746,
        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#TT174273"}

@inproceedings{bb178747,
        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#TT174274"}

@inproceedings{bb178748,
        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#TT174275"}

@inproceedings{bb178749,
        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#TT174276"}

@book{bb178750,
        AUTHOR = "Ali, S.",
        TITLE = "Crowd Flow Segmentation and Stability Analysis",
        PUBLISHER = "Online",
        YEAR = "2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT174277"}

@inproceedings{bb178751,
        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#TT174278"}

@inproceedings{bb178752,
        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#TT174279"}

@inproceedings{bb178753,
        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#TT174280"}

@inproceedings{bb178754,
        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#TT174281"}

@inproceedings{bb178755,
        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#TT174282"}

@inproceedings{bb178756,
        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#TT174283"}

@inproceedings{bb178757,
        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#TT174284"}

@inproceedings{bb178758,
        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#TT174285"}

@inproceedings{bb178759,
        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#TT174286"}

@inproceedings{bb178760,
        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#TT174287"}

@inproceedings{bb178761,
        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#TT174288"}

@article{bb178762,
        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#TT174290"}

@article{bb178763,
        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#TT174291"}

@article{bb178764,
        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#TT174292"}

@article{bb178765,
        AUTHOR = "Gao, Y. and Liu, H. and Sun, X.H. 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",
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storytelling",
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        TITLE = "The big data of violent events: algorithms for association analysis
using spatio-temporal storytelling",
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@article{bb178770,
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        TITLE = "A new framework with multiple tasks for detecting and locating pain
events in video",
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@article{bb178771,
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        TITLE = "Discriminative Dictionary Learning With Motion Weber Local Descriptor
for Violence Detection",
        JOURNAL = CirSysVideo,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT174299"}

@article{bb178772,
        AUTHOR = "Lloyd, K. and Rosin, P.L. and Marshall, D. and Moore, S.C.",
        TITLE = "Detecting violent and abnormal crowd activity using temporal analysis
of grey level co-occurrence matrix (GLCM)-based texture measures",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT174300"}

@article{bb178773,
        AUTHOR = "Ben Mabrouk, A. and Zagrouba, E.",
        TITLE = "Spatio-temporal feature using optical flow based distribution for
violence detection",
        JOURNAL = PRL,
        VOLUME = "92",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT174301"}

@article{bb178774,
        AUTHOR = "Ristea, A. and Kurland, J. and Resch, B. and Leitner, M. and Langford, C.",
        TITLE = "Estimating the Spatial Distribution of Crime Events around a Football
Stadium from Georeferenced Tweets",
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@article{bb178775,
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        TITLE = "Spatio-temporal elastic cuboid trajectories for efficient fight
recognition using Hough forests",
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@article{bb178776,
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        TITLE = "Contributions to the Problem of Fight Detection in Video",
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        NUMBER = "2",
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@article{bb178777,
        AUTHOR = "Serrano, I. and Deniz, O. and Espinosa Aranda, J.L. and Bueno, G.",
        TITLE = "Fight Recognition in Video Using Hough Forests and 2D Convolutional
Neural Network",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT174305"}

@article{bb178778,
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        TITLE = "A Super Descriptor Tensor Decomposition for Dynamic Scene Recognition",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT174306"}

@inproceedings{bb178779,
        AUTHOR = "Khokher, M.R. and Bouzerdoum, A. and Phung, S.L.",
        TITLE = "Violent Scene Detection Using a Super Descriptor Tensor Decomposition",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT174307"}

@article{bb178780,
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        TITLE = "Semi-supervised dictionary learning via local sparse constraints for
violence detection",
        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT174308"}

@article{bb178781,
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        TITLE = "A real time aggressive human behaviour detection system in cage
environment across multiple cameras",
        JOURNAL = IJCVR,
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        NUMBER = "5",
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@article{bb178782,
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        TITLE = "Detecting and classifying online dark visual propaganda",
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@article{bb178783,
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        TITLE = "Predicting Violence Rating Based on Pairwise Comparison",
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@article{bb178784,
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@article{bb178786,
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violence detection in videos",
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@inproceedings{bb178787,
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Residual Neural Networks and Migration Learning",
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@inproceedings{bb178788,
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        TITLE = "A Frame-Based Feature Model for Violence Detection from Surveillance
Cameras Using ConvLSTM Network",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745vi1.html#TT174316"}

@article{bb178789,
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        TITLE = "Affect in Multimedia: Benchmarking Violent Scenes Detection",
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Environment from Baidu Street View Images and Their Effects on
Community-Level Street Crime in a Chinese City",
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        NUMBER = "3",
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@article{bb178791,
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surveillance images",
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@article{bb178794,
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Surveillance Videos",
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@article{bb178796,
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@article{bb178797,
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@inproceedings{bb178798,
        AUTHOR = "Tan, W.J. and Liu, J.",
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and Action Recognition",
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@inproceedings{bb178799,
        AUTHOR = "Zhang, Y.S. and Guo, S.Z. and Li, Y.",
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