@article{bb215700,
        AUTHOR = "Liang, X.W. and Lee, E.W.M.",
        TITLE = "Visual-Information-Driven Model for Crowd Simulation Using Temporal
Convolutional Network",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "12297-12314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210980"}

@article{bb215701,
        AUTHOR = "Yu, B. and Ye, J.H. and Ou, D.X.",
        TITLE = "Consideration of Human Vision in Crowd Simulations",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "13364-13374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210981"}

@article{bb215702,
        AUTHOR = "Honzak, K. and Schmidt, S. and Resch, B. and Ruthensteiner, P.",
        TITLE = "Contextual Enrichment of Crowds from Mobile Phone Data through
Multimodal Geo-Social Media Analysis",
        JOURNAL = IJGI,
        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "10",
        PAGES = "350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210982"}

@inproceedings{bb215703,
        AUTHOR = "Zhang, Q. and Zhang, K.Y. and Chan, A.B. and Huang, H.",
        TITLE = "Mahalanobis Distance-based Multi-view Optimal Transport for Multi-view
Crowd Localization",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "IV: 19-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210983"}

@article{bb215704,
        AUTHOR = "Zhang, Q. and Li, Y. and Liu, Y.R. and Zhou, Y.Z. and Jiao, J.B.",
        TITLE = "DiffusionLoc: A diffusion model-based framework for crowd
localization",
        JOURNAL = IVC,
        VOLUME = "155",
        YEAR = "2025",
        PAGES = "105439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210984"}

@article{bb215705,
        AUTHOR = "Li, Y.L. and Wu, W.W. and Zhao, H.T. and Shi, Y. and Lyu, Y.",
        TITLE = "Recovering Crowd Trajectories in Invisible Area of Camera Networks",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3350-3368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210985"}

@article{bb215706,
        AUTHOR = "Liao, X.C. and Chen, W.N. and Guo, X.Q. and Zhong, J.H. and Wang, D.J.",
        TITLE = "DRIFT: A Dynamic Crowd Inflow Control System Using LSTM-Based Deep
Reinforcement Learning",
        JOURNAL = SMCS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4202-4215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210986"}

@article{bb215707,
        AUTHOR = "Chen, X. and Liu, Z. and Liu, T.T. and Xiao, J.J.",
        TITLE = "Create a Crowd Emotion Detection Framework With Ecological Validity",
        JOURNAL = AffCom,
        VOLUME = "16",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "1087-1103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210987"}

@article{bb215708,
        AUTHOR = "Mai, W.M. and Duives, D. and Krishnakumari, P. and Hoogendoorn, S.",
        TITLE = "Evaluating Crowd Flow Forecasting Algorithms for Indoor Pedestrian
Spaces: A Benchmark Using a Synthetic Dataset",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "7953-7968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210988"}

@inproceedings{bb215709,
        AUTHOR = "He, F.X. and Yue, J. and Zhu, J.L. and Seyfried, A. and Casas, D. and Pettre, J. and Wang, H.",
        TITLE = "Learning Extremely High Density Crowds as Active Matters",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "540-550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210989"}

@article{bb215710,
        AUTHOR = "Tripathy, S.K. and Shanmugam, P.",
        TITLE = "Real-Time Spatial-Temporal Depth Separable CNN for Multi-Functional
Crowd Analysis in Videos",
        JOURNAL = IJIG,
        VOLUME = "25",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "2550047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210990"}

@article{bb215711,
        AUTHOR = "Yu, J.Q. and Zhou, Y. and Pan, R.J. and Lai, P. and Yang, H.",
        TITLE = "Physics-Environment Interaction Network for dense crowd behavior
recognition",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210991"}

@article{bb215712,
        AUTHOR = "Li, J.X. and Liu, H. and Wu, X. and Song, Y.P. and Zeng, Z.H. and Satoh, S.",
        TITLE = "Rethinking Crowd Localization Evaluation via Optimal Transportation
Cost",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "702-716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210992"}

@inproceedings{bb215713,
        AUTHOR = "Bae, I. and Lee, J. and Jeon, H.G.",
        TITLE = "Continuous Locomotive Crowd Behavior Generation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "22416-22431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210993"}

@inproceedings{bb215714,
        AUTHOR = "Basunduwah, E. and Mohzary, M. and Song, S. and Choi, B.Y.",
        TITLE = "AIM-CP: AI-Based Multi-Visual Components Analysis for Crowd Dynamics
Prediction",
        BOOKTITLE = IVCNZ24,
        YEAR = "2024",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210994"}

@inproceedings{bb215715,
        AUTHOR = "Bisagno, N. and Stefani, A.L. and Garau, N. and de Natale, F. and Conci, N.",
        TITLE = "Unicrowd Simulator: Visual and Behavioral Fidelity For The Generation
of Crowd Datasets",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "193-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210995"}

@inproceedings{bb215716,
        AUTHOR = "Qiu, H.Q. and Wang, L.X. and Zhao, T.J. and Meng, F.M. and Li, H.L.",
        TITLE = "HumanFormer: Human-centric Prompting Multi-modal Perception
Transformer for Referring Crowd Detection",
        BOOKTITLE = Crowded24,
        YEAR = "2024",
        PAGES = "5530-5540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210996"}

@inproceedings{bb215717,
        AUTHOR = "Ranasinghe, Y. and Patel, V.M.",
        TITLE = "Crowd Detection via Point Localization with Diffusion Models",
        BOOKTITLE = FG24,
        YEAR = "2024",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210997"}

@inproceedings{bb215718,
        AUTHOR = "Wu, S. and Yang, F.Y.",
        TITLE = "Boosting Detection in Crowd Analysis via Underutilized Output
Features",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15609-15618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210998"}

@inproceedings{bb215719,
        AUTHOR = "Tran, T.M. and Tran, N.H. and Duong, S.T.M. and Ta, H.D. and Nguyen, C.D.T. and Bui, T.H. and Truong, S.Q.H.",
        TITLE = "ReSORT: an ID-recovery multi-face tracking method for surveillance
cameras",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "01-08",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT210999"}

@inproceedings{bb215720,
        AUTHOR = "Zheng, A. and Zhang, Y. and Zhang, X.Y. and Qi, X.J. and Sun, J.",
        TITLE = "Progressive End-to-End Object Detection in Crowded Scenes",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "847-856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211000"}

@inproceedings{bb215721,
        AUTHOR = "Wu, S.K. and Liu, Z.G. and Pei, W.C. and Hong, J.B. and Li, Z.S.",
        TITLE = "Faster, Lighter, Robuster: A Weakly-Supervised Crowd Analysis
Enhancement Network and A Generic Feature Extraction Framework",
        BOOKTITLE = L3D-IVU22,
        YEAR = "2022",
        PAGES = "4049-4058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211001"}

@inproceedings{bb215722,
        AUTHOR = "Kothari, P. and Sifringer, B. and Alahi, A.",
        TITLE = "Interpretable Social Anchors for Human Trajectory Forecasting in
Crowds",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15551-15561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211002"}

@inproceedings{bb215723,
        AUTHOR = "Sundararaman, R. and de Almeida Braga, C. and Marchand, E. and Pettre, J.",
        TITLE = "Tracking Pedestrian Heads in Dense Crowd",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3864-3874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211003"}

@inproceedings{bb215724,
        AUTHOR = "Nelson, M.G. and Mazumdar, A. and Jamal, S. and Chen, Y.J. and Mousas, C.",
        TITLE = "Walking in a Crowd Full of Virtual Characters: Effects of Virtual
Character Appearance on Human Movement Behavior",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:617-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211004"}

@inproceedings{bb215725,
        AUTHOR = "Zhu, J. and Yuan, Z. and Zhang, C. and Chi, W. and Ling, Y. and Zhang, S.",
        TITLE = "Crowded Human Detection via an Anchor-pair Network",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1380-1388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211005"}

@inproceedings{bb215726,
        AUTHOR = "Sam, D.B. and Peri, S.V. and Mukuntha, N.S. and Babu, R.V.",
        TITLE = "Going Beyond the Regression Paradigm with Accurate Dot Prediction for
Dense Crowds",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2853-2861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211006"}

@inproceedings{bb215727,
        AUTHOR = "Liu, N. and Long, Y.C. and Zou, C.Q. and Niu, Q. and Pan, L. and Wu, H.F.",
        TITLE = "ADCrowdNet: An Attention-Injective Deformable Convolutional Network for
Crowd Understanding",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3220-3229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211007"}

@inproceedings{bb215728,
        AUTHOR = "Ma, X. and Du, S. and Liu, Y.",
        TITLE = "A Lightweight Neural Network For Crowd Analysis Of Images With
Congested Scenes",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "979-983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211008"}

@inproceedings{bb215729,
        AUTHOR = "Cheng, Y. and Yang, H. and Chen, L.",
        TITLE = "An Online Crowd Semantic Segmentation Method Based on Reinforcement
Learning",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2429-2433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211009"}

@inproceedings{bb215730,
        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#TT211010"}

@inproceedings{bb215731,
        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#TT211011"}

@inproceedings{bb215732,
        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#TT211012"}

@inproceedings{bb215733,
        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#TT211013"}

@inproceedings{bb215734,
        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#TT211014"}

@inproceedings{bb215735,
        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#TT211015"}

@inproceedings{bb215736,
        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#TT211016"}

@inproceedings{bb215737,
        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#TT211017"}

@inproceedings{bb215738,
        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#TT211018"}

@inproceedings{bb215739,
        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#TT211019"}

@inproceedings{bb215740,
        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#TT211020"}

@inproceedings{bb215741,
        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#TT211021"}

@inproceedings{bb215742,
        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#TT211022"}

@inproceedings{bb215743,
        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",
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@inproceedings{bb215744,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211024"}

@inproceedings{bb215745,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211025"}

@inproceedings{bb215746,
        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#TT211026"}

@inproceedings{bb215747,
        AUTHOR = "Wang, L. and Xu, L.S. and Yang, M.H.",
        TITLE = "Pedestrian detection in crowded scenes via scale and occlusion
analysis",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1210-1214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211027"}

@inproceedings{bb215748,
        AUTHOR = "Sharma, R. and Guha, T.",
        TITLE = "A trajectory clustering approach to crowd flow segmentation in videos",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1200-1204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211028"}

@inproceedings{bb215749,
        AUTHOR = "Ullah, H. and Ullah, M. and Conci, N. and de Natale, F.G.B.",
        TITLE = "Crowd behavior identification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1195-1199",
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@inproceedings{bb215750,
        AUTHOR = "Brunner, S. and Ricks, B. and Egbert, P.K.",
        TITLE = "Realistic Crowds via Motion Capture and Cell Marking",
        BOOKTITLE = AMDO16,
        YEAR = "2016",
        PAGES = "66-80",
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@inproceedings{bb215751,
        AUTHOR = "Shao, J. and Dong, N. and Zhao, Q.",
        TITLE = "An adaptive clustering approach for group detection in the crowd",
        BOOKTITLE = WSSIP15,
        YEAR = "2015",
        PAGES = "77-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211031"}

@inproceedings{bb215752,
        AUTHOR = "Sabeur, Z. and Doulamis, N. and Middleton, L. and Arbab Zavar, B. and Correndo, G. and Amditis, A.",
        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#TT211032"}

@inproceedings{bb215753,
        AUTHOR = "Wang, C.J. and Zhao, X. and Shou, Z. and Zhou, Y. and Liu, Y.C.",
        TITLE = "A discriminative tracklets representation for crowd analysis",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1805-1809",
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@inproceedings{bb215754,
        AUTHOR = "Sethi, R.J.",
        TITLE = "Towards defining groups and crowds in video using the atomic group
actions dataset",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2925-2929",
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@inproceedings{bb215755,
        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{bb215756,
        AUTHOR = "Chaker, R. and Junejo, I.N. and Al Aghbari, Z.",
        TITLE = "Crowd modeling using social networks",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
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@inproceedings{bb215757,
        AUTHOR = "Kruthiventi, S.S.S. and Babu, R.V.",
        TITLE = "Crowd flow segmentation in compressed domain using CRF",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3417-3421",
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@inproceedings{bb215758,
        AUTHOR = "Yogameena, B. and Priya, K.S.",
        TITLE = "Synoptic video based human crowd behavior analysis for forensic video
surveillance",
        BOOKTITLE = ICAPR15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211038"}

@inproceedings{bb215759,
        AUTHOR = "Chandran, A.K. and Poh, L.A. and Vadakkepat, P.",
        TITLE = "Identifying social groups in pedestrian crowd videos",
        BOOKTITLE = ICAPR15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211039"}

@inproceedings{bb215760,
        AUTHOR = "Neves, J.C. and Proenca, H.",
        TITLE = "Dynamic camera scheduling for visual surveillance in crowded scenes
using Markov random fields",
        BOOKTITLE = AVSS15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211040"}

@inproceedings{bb215761,
        AUTHOR = "Denman, S. and Fookes, C. and Ryan, D. and Sridharan, S.",
        TITLE = "Large scale monitoring of crowds and building utilisation:
A new database and distributed approach",
        BOOKTITLE = AVSS15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211041"}

@inproceedings{bb215762,
        AUTHOR = "Mehner, W. and Boltes, M. and Mathias, M. and Leibe, B.",
        TITLE = "Robust Marker-Based Tracking for Measuring Crowd Dynamics",
        BOOKTITLE = CVS15,
        YEAR = "2015",
        PAGES = "445-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211042"}

@inproceedings{bb215763,
        AUTHOR = "Hassan, M.A. and Malik, A.S. and Nicolas, W. and Faye, I.",
        TITLE = "Adaptive Foreground Extraction for Crowd Analytics Surveillance on
Unconstrained Environments",
        BOOKTITLE = VSegCV14,
        YEAR = "2014",
        PAGES = "390-400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211043"}

@inproceedings{bb215764,
        AUTHOR = "Ruz, C. and Pieringer, C. and Peralta, B. and Lillo, I. and Espinace, P. and Gonzalez, R. and Wendt, B. and Mery, D. and Soto, A.",
        TITLE = "Visual Recognition to Access and Analyze People Density and Flow
Patterns in Indoor Environments",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211044"}

@inproceedings{bb215765,
        AUTHOR = "Han, T.T. and Yao, H.X. and Sun, X.S. and Zhang, Y.H.",
        TITLE = "Clustering by saliency: Unsupervised discovery of crowd activities",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2388-2392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211045"}

@inproceedings{bb215766,
        AUTHOR = "Khokher, M.R. and Bouzerdoum, A. and Phung, S.L.",
        TITLE = "Crowd Behavior Recognition Using Dense Trajectories",
        BOOKTITLE = DICTA14,
        YEAR = "2014",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211046"}

@inproceedings{bb215767,
        AUTHOR = "Wang, B. and Chan, K.L. and Wang, G. and Zhang, H.J.",
        TITLE = "Pedestrian detection in highly crowded scenes using 'online'
dictionary learning for occlusion handling",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2418-2422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211047"}

@inproceedings{bb215768,
        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#TT211048"}

@inproceedings{bb215769,
        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#TT211049"}

@inproceedings{bb215770,
        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#TT211050"}

@inproceedings{bb215771,
        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#TT211051"}

@inproceedings{bb215772,
        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#TT211052"}

@inproceedings{bb215773,
        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#TT211053"}

@inproceedings{bb215774,
        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#TT211054"}

@inproceedings{bb215775,
        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#TT211055"}

@inproceedings{bb215776,
        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#TT211056"}

@inproceedings{bb215777,
        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#TT211057"}

@inproceedings{bb215778,
        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#TT211058"}

@inproceedings{bb215779,
        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#TT211059"}

@inproceedings{bb215780,
        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#TT211060"}

@inproceedings{bb215781,
        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#TT211061"}

@inproceedings{bb215782,
        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#TT211062"}

@inproceedings{bb215783,
        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#TT211063"}

@inproceedings{bb215784,
        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#TT211064"}

@inproceedings{bb215785,
        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#TT211065"}

@inproceedings{bb215786,
        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#TT211066"}

@inproceedings{bb215787,
        AUTHOR = "Su, H. and Yang, H. and Zheng, S. and Fan, Y.W. 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#TT211067"}

@inproceedings{bb215788,
        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#TT211068"}

@inproceedings{bb215789,
        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#TT211069"}

@inproceedings{bb215790,
        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#TT211070"}

@inproceedings{bb215791,
        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#TT211071"}

@inproceedings{bb215792,
        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#TT211072"}

@inproceedings{bb215793,
        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#TT211073"}

@inproceedings{bb215794,
        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#TT211074"}

@inproceedings{bb215795,
        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#TT211075"}

@inproceedings{bb215796,
        AUTHOR = "Boszormenyi, L.",
        TITLE = "Vision of the crowds",
        BOOKTITLE = MMSysS11,
        YEAR = "2011",
        PAGES = "401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT211076"}

@inproceedings{bb215797,
        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#TT211077"}

@inproceedings{bb215798,
        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#TT211078"}

@inproceedings{bb215799,
        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#TT211079"}