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@inproceedings{bb155105,
        AUTHOR = "Wu, S. and Su, H. and Zheng, S. and Yang, H. and Zhou, Q.",
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@article{bb155106,
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@article{bb155107,
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Crowded Scenes",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150849"}

@article{bb155108,
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@article{bb155109,
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@inproceedings{bb155110,
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@article{bb155111,
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        TITLE = "CrowdFaceDB: Database and benchmarking for face verification in crowd",
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        TITLE = "Predicting citywide crowd flows using deep spatio-temporal residual
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@article{bb155115,
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        TITLE = "Automated Analysis of Pedestrian Group Behavior in Urban Settings",
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@article{bb155116,
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        TITLE = "Crowd Gathering Detection Based on the Foreground Stillness Model",
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@article{bb155117,
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@article{bb155118,
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@article{bb155120,
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@article{bb155121,
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        TITLE = "Measuring Crowd Collectiveness by Macroscopic and Microscopic Motion
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150863"}

@article{bb155122,
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@article{bb155124,
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@inproceedings{bb155135,
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@inproceedings{bb155137,
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@article{bb155138,
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@inproceedings{bb155155,
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        YEAR = "2019",
        PAGES = "3220-3229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150897"}

@inproceedings{bb155156,
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        TITLE = "A Lightweight Neural Network For Crowd Analysis Of Images With
Congested Scenes",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "979-983",
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@inproceedings{bb155157,
        AUTHOR = "Cheng, Y. and Yang, H. and Chen, L.",
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Learning",
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        YEAR = "2019",
        PAGES = "2429-2433",
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@inproceedings{bb155158,
        AUTHOR = "Lin, J. and Li, N.",
        TITLE = "Towards a Framework to Model Intelligent Avatars in Immersive Virtual
Environments for Studying Human Behavior in Building Fire Emergencies",
        BOOKTITLE = VAMR19,
        YEAR = "2019",
        PAGES = "I:349-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150900"}

@inproceedings{bb155159,
        AUTHOR = "Sam, D.B. and Sajjan, N.N. and Babu, R.V. and Srinivasan, M.",
        TITLE = "Divide and Grow: Capturing Huge Diversity in Crowd Images with
Incrementally Growing CNN",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3618-3626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150901"}

@inproceedings{bb155160,
        AUTHOR = "Yang, M. and Rashidi, L. and Rajasegarar, S. and Leckie, C. and Rao, A.S. and Palaniswami, M.",
        TITLE = "Crowd Activity Change Point Detection in Videos via Graph Stream
Mining",
        BOOKTITLE = Crowd18,
        YEAR = "2018",
        PAGES = "328-3288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150902"}

@inproceedings{bb155161,
        AUTHOR = "Mandal, B. and Fajtl, J. and Argyriou, V. and Monekosso, D. and Remagnino, P.",
        TITLE = "Deep Residual Network with Subclass Discriminant Analysis for Crowd
Behavior Recognition",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "938-942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150903"}

@inproceedings{bb155162,
        AUTHOR = "Zheng, J. and Zhang, X.G.",
        TITLE = "Detection of Salient Regions in Crowded Scenes Based on Weighted
Networks Approach",
        BOOKTITLE = "PSIVTWS17",
        YEAR = "2017",
        PAGES = "54-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150904"}

@inproceedings{bb155163,
        AUTHOR = "Sah, M. and Direkoglu, C.",
        TITLE = "Semantic annotation of surveillance videos for abnormal crowd
behaviour search and analysis",
        BOOKTITLE = AVSS17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150905"}

@inproceedings{bb155164,
        AUTHOR = "Boltes, M. and Schumann, J. and Salden, D.",
        TITLE = "Gathering of data under laboratory conditions for the deep analysis
of pedestrian dynamics in crowds",
        BOOKTITLE = AVSS17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150906"}

@inproceedings{bb155165,
        AUTHOR = "Direkoglu, C. and Sah, M. and O'Connor, N.E.",
        TITLE = "Abnormal crowd behavior detection using novel optical flow-based
features",
        BOOKTITLE = AVSS17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150907"}

@inproceedings{bb155166,
        AUTHOR = "Ravanbakhsh, M. and Sangineto, E. and Nabi, M. and Sebe, N.",
        TITLE = "Training Adversarial Discriminators for Cross-Channel Abnormal Event
Detection in Crowds",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1896-1904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150908"}

@inproceedings{bb155167,
        AUTHOR = "Ravanbakhsh, M. and Nabi, M. and Mousavi, H. and Sangineto, E. and Sebe, N.",
        TITLE = "Plug-and-Play CNN for Crowd Motion Analysis: An Application in
Abnormal Event Detection",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1689-1698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150909"}

@inproceedings{bb155168,
        AUTHOR = "Moustafa, A.N. and Hussein, M.E. and Gomaa, W.",
        TITLE = "Gate and Common Pathway Detection in Crowd Scenes Using Motion Units
and Meta-Tracking",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150910"}

@inproceedings{bb155169,
        AUTHOR = "Wei, M. and Kang, Y. and Song, W.G. and Cao, Y.",
        TITLE = "Crowd Distribution Estimation with Multi-scale Recursive Convolutional
Neural Network",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:142-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150911"}

@inproceedings{bb155170,
        AUTHOR = "Sindagi, V.A. and Patel, V.M.",
        TITLE = "Generating High-Quality Crowd Density Maps Using Contextual Pyramid
CNNs",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1879-1888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150912"}

@inproceedings{bb155171,
        AUTHOR = "Dupont, C. and Tobias, L. and Luvison, B.",
        TITLE = "Crowd-11: A Dataset for Fine Grained Crowd Behaviour Analysis",
        BOOKTITLE = DeepLearn-T17,
        YEAR = "2017",
        PAGES = "2184-2191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150913"}

@inproceedings{bb155172,
        AUTHOR = "Gowda, S.N.",
        TITLE = "Human Activity Recognition Using Combinatorial Deep Belief Networks",
        BOOKTITLE = Crowd17,
        YEAR = "2017",
        PAGES = "1589-1594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150914"}

@inproceedings{bb155173,
        AUTHOR = "Nakamura, K. and Ono, T. and Babaguchi, N.",
        TITLE = "Detection of groups in crowd considering their activity state",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "277-282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150915"}

@inproceedings{bb155174,
        AUTHOR = "Wang, S. and Zhu, E. and Yin, J.P. and Porikli, F.M.",
        TITLE = "Anomaly detection in crowded scenes by SL-HOF descriptor and
foreground classification",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3398-3403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150916"}

@inproceedings{bb155175,
        AUTHOR = "Gong, S. and Han, H. and Shan, S.G. and Chen, X.L.",
        TITLE = "Actions Recognition in Crowd Based on Coarse-to-Fine Multi-object
Tracking",
        BOOKTITLE = BEST16,
        YEAR = "2016",
        PAGES = "III: 478-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150917"}

@inproceedings{bb155176,
        AUTHOR = "Shao, J. and Loy, C.C. and Kang, K. and Wang, X.",
        TITLE = "Slicing Convolutional Neural Network for Crowd Video Understanding",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5620-5628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150918"}

@inproceedings{bb155177,
        AUTHOR = "Ergezer, H. and Leblebicioglu, K.",
        TITLE = "Anomaly Detection and Activity Perception Using Covariance Descriptor
for Trajectories",
        BOOKTITLE = Crowd16,
        YEAR = "2016",
        PAGES = "II: 728-742",
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@inproceedings{bb155178,
        AUTHOR = "Trojanova, J. and Krehnac, K. and Bremond, F.",
        TITLE = "Data-Driven Motion Pattern Segmentation in a Crowded Environments",
        BOOKTITLE = Crowd16,
        YEAR = "2016",
        PAGES = "II: 760-774",
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@inproceedings{bb155179,
        AUTHOR = "Rojas, O.E. and Tozzi, C.L.",
        TITLE = "Abnormal Behavior Detection in Crowded Scenes Based on Optical Flow
Connected Components",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "266-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150921"}

@inproceedings{bb155180,
        AUTHOR = "Rojas, O.E. and Tozzi, C.L.",
        TITLE = "Abnormal Crowd Behavior Detection Based on Gaussian Mixture Model",
        BOOKTITLE = Crowd16,
        YEAR = "2016",
        PAGES = "II: 668-675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150922"}

@inproceedings{bb155181,
        AUTHOR = "Wang, H. and O'Sullivan, C.",
        TITLE = "Globally Continuous and Non-Markovian Crowd Activity Analysis from
Videos",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 527-544",
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@inproceedings{bb155182,
        AUTHOR = "Li, J.J. and Yang, H. and Wu, S.",
        TITLE = "Crowd semantic segmentation based on spatial-temporal dynamics",
        BOOKTITLE = AVSS16,
        YEAR = "2016",
        PAGES = "102-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150924"}

@inproceedings{bb155183,
        AUTHOR = "Rabiee, H. and Haddadnia, J. and Mousavi, H. and Kalantarzadeh, M. and Nabi, M. and Murino, V.",
        TITLE = "Novel dataset for fine-grained abnormal behavior understanding in
crowd",
        BOOKTITLE = AVSS16,
        YEAR = "2016",
        PAGES = "95-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150925"}

@inproceedings{bb155184,
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        TITLE = "Pedestrian detection in crowded scenes via scale and occlusion
analysis",
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        YEAR = "2016",
        PAGES = "1210-1214",
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@inproceedings{bb155185,
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        BOOKTITLE = ICIP16,
        YEAR = "2016",
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@inproceedings{bb155186,
        AUTHOR = "Ullah, H. and Ullah, M. and Conci, N. and de Natale, F.G.B.",
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        YEAR = "2016",
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@inproceedings{bb155187,
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        YEAR = "2016",
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@inproceedings{bb155188,
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        TITLE = "Realistic Crowds via Motion Capture and Cell Marking",
        BOOKTITLE = AMDO16,
        YEAR = "2016",
        PAGES = "66-80",
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@inproceedings{bb155189,
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        TITLE = "Efficient unsupervised abnormal crowd activity detection based on a
spatiotemporal saliency detector",
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        YEAR = "2016",
        PAGES = "1-9",
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@inproceedings{bb155190,
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@inproceedings{bb155191,
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        TITLE = "Multi-modal Computer Vision for the Detection of Multi-scale Crowd
Physical Motions and Behavior in Confined Spaces",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "I: 162-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT150933"}

@inproceedings{bb155192,
        AUTHOR = "Wang, C.J. and Zhao, X. and Shou, Z. and Zhou, Y. and Liu, Y.C.",
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        YEAR = "2015",
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@inproceedings{bb155193,
        AUTHOR = "Lin, H. and Deng, J.D. and Woodford, B.J.",
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support vector machines",
        BOOKTITLE = ICIP15,
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@inproceedings{bb155194,
        AUTHOR = "Sethi, R.J.",
        TITLE = "Towards defining groups and crowds in video using the atomic group
actions dataset",
        BOOKTITLE = ICIP15,
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@inproceedings{bb155195,
        AUTHOR = "Zou, Y. and Zhao, X. and Liu, Y.C.",
        TITLE = "Detect coherent motions in crowd scenes based on tracklets
association",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4456-4460",
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@inproceedings{bb155196,
        AUTHOR = "Chaker, R. and Junejo, I.N. and Al Aghbari, Z.",
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@inproceedings{bb155197,
        AUTHOR = "Kruthiventi, S.S.S. and Babu, R.V.",
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@inproceedings{bb155198,
        AUTHOR = "Yogameena, B. and Priya, K.S.",
        TITLE = "Synoptic video based human crowd behavior analysis for forensic video
surveillance",
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        YEAR = "2015",
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@inproceedings{bb155199,
        AUTHOR = "Chandran, A.K. and Poh, L.A. and Vadakkepat, P.",
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        YEAR = "2015",
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