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@inproceedings{bb214807,
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@article{bb214808,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210090"}

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        AUTHOR = "Plaue, M. and Chen, M.J. and Barwolff, G. and Schwandt, H.",
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Flows from Video Recordings",
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        YEAR = "2011",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210091"}

@article{bb214811,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210092"}

@inproceedings{bb214812,
        AUTHOR = "Mazzon, R. and Poiesi, F. and Cavallaro, A.",
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        YEAR = "2013",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210093"}

@article{bb214813,
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@article{bb214814,
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@article{bb214815,
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@article{bb214816,
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@article{bb214817,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210098"}

@article{bb214818,
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architectural floor plan",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210099"}

@article{bb214819,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210100"}

@article{bb214820,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210101"}

@article{bb214821,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210102"}

@article{bb214822,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210103"}

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@article{bb214824,
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@article{bb214830,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210111"}

@article{bb214831,
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@article{bb214832,
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@article{bb214833,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210114"}

@inproceedings{bb214834,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210137"}

@article{bb214857,
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@article{bb214858,
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to Intelligent Surveillance",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210139"}

@inproceedings{bb214859,
        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#TT210140"}

@article{bb214860,
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        TITLE = "Mobility Viewer: An Eulerian Approach for Studying Urban Crowd Flow",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210141"}

@article{bb214861,
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        TITLE = "Exploiting Attribute Dependency for Attribute Assignment in Crowded
Scenes",
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        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210142"}

@article{bb214862,
        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,
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        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210143"}

@inproceedings{bb214863,
        AUTHOR = "Shao, J. and Kang, K. and Loy, C.C. and Wang, X.G.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210144"}

@article{bb214864,
        AUTHOR = "Shao, J. and Loy, C.C. and Wang, X.G.",
        TITLE = "Learning Scene-Independent Group Descriptors for Crowd Understanding",
        JOURNAL = CirSysVideo,
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        PAGES = "1290-1303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210145"}

@inproceedings{bb214865,
        AUTHOR = "Shao, J. and Loy, C.C. and Wang, X.G.",
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@inproceedings{bb214866,
        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#TT210147"}

@article{bb214867,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210148"}

@article{bb214868,
        AUTHOR = "Ruhhammer, C. and Baumann, M. and Protschky, V. and Kloeden, H. and Klanner, F. and Stiller, C.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210149"}

@article{bb214869,
        AUTHOR = "Fradi, H. and Luvison, B. and Pham, Q.C.",
        TITLE = "Crowd Behavior Analysis Using Local Mid-Level Visual Descriptors",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
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        NUMBER = "3",
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        PAGES = "589-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210150"}

@article{bb214870,
        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,
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        NUMBER = "3",
        MONTH = "March",
        PAGES = "603-612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210151"}

@article{bb214871,
        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",
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        YEAR = "2017",
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        MONTH = "March",
        PAGES = "635-648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210152"}

@article{bb214872,
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        TITLE = "L_0 Regularized Stationary-Time Estimation for Crowd Analysis",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210153"}

@inproceedings{bb214873,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210154"}

@article{bb214874,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210155"}

@inproceedings{bb214875,
        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",
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        YEAR = "2015",
        PAGES = "2039-2047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210156"}

@article{bb214876,
        AUTHOR = "Setti, F. and Conigliaro, D. and Tobanelli, M. and Cristani, M.",
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        JOURNAL = CirSysVideo,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210157"}

@article{bb214877,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210158"}

@inproceedings{bb214878,
        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#TT210159"}

@inproceedings{bb214879,
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        TITLE = "The more the merrier: Analysing the affect of a group of people in
images",
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        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210160"}

@article{bb214880,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210161"}

@article{bb214881,
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        TITLE = "Fine-Grained Urban Event Detection and Characterization Based on
Tensor Cofactorization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210162"}

@article{bb214882,
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Flocking, Collapse, and Oscillation",
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        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210163"}

@article{bb214883,
        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",
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        NUMBER = "7",
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        PAGES = "1542-1545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210164"}

@article{bb214884,
        AUTHOR = "Wu, S. and Su, H. and Yang, H. and Zheng, S. and Fan, Y.W. and Zhou, Q.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210165"}

@inproceedings{bb214885,
        AUTHOR = "Wu, S. and Su, H. and Zheng, S. and Yang, H. and Zhou, Q.",
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        YEAR = "2016",
        PAGES = "1205-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210166"}

@article{bb214886,
        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#TT210167"}

@article{bb214887,
        AUTHOR = "Zhao, W.Q. and Zhang, Z. and Huang, K.Q.",
        TITLE = "Gestalt laws based tracklets analysis for human crowd understanding",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210168"}

@inproceedings{bb214888,
        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",
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        YEAR = "2016",
        PAGES = "1220-1224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210169"}

@article{bb214889,
        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#TT210170"}

@article{bb214890,
        AUTHOR = "Zhang, R.C. and Mao, Y.Y.",
        TITLE = "On the integration of crowd knowledge in pattern recognition",
        JOURNAL = PRL,
        VOLUME = "106",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210171"}

@article{bb214891,
        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",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210172"}

@article{bb214892,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210173"}

@article{bb214893,
        AUTHOR = "Zaki, M.H. and Sayed, T.",
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        JOURNAL = ITS,
        VOLUME = "19",
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        PAGES = "1880-1889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210174"}

@article{bb214894,
        AUTHOR = "Liu, C.Y. and Liao, W.H. and Ruan, S.J.",
        TITLE = "Crowd Gathering Detection Based on the Foreground Stillness Model",
        JOURNAL = IEICE,
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        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1968-1971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210175"}

@article{bb214895,
        AUTHOR = "Kaiser, M.S. and Lwin, K.T. and Mahmud, M. and Hajializadeh, D. and Chaipimonplin, T. and Sarhan, A. and Hossain, M.A.",
        TITLE = "Advances in Crowd Analysis for Urban Applications Through Urban Event
Detection",
        JOURNAL = ITS,
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        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210176"}

@article{bb214896,
        AUTHOR = "Wang, Q. and Dong, H. and Ning, B. and Wang, L.Y. and Yin, G.",
        TITLE = "Two-Time-Scale Hybrid Traffic Models for Pedestrian Crowds",
        JOURNAL = ITS,
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        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3449-3460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210177"}

@article{bb214897,
        AUTHOR = "Li, Y.",
        TITLE = "A Deep Spatiotemporal Perspective for Understanding Crowd Behavior",
        JOURNAL = MultMed,
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        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3289-3297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210178"}

@article{bb214898,
        AUTHOR = "Zou, Y. and Zhao, X. and Liu, Y.",
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Consistencies",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3311-3323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210179"}

@article{bb214899,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210180"}

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