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from Public Webcams",
        JOURNAL = IJGI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213274"}

@inproceedings{bb218001,
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        TITLE = "Action4D: Online Action Recognition in the Crowd and Clutter",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213275"}

@article{bb218002,
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        TITLE = "Complexity Level of People Gathering Presentation on an Animated Map:
Objective Effectiveness Versus Expert Opinion",
        JOURNAL = IJGI,
        VOLUME = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213276"}

@inproceedings{bb218003,
        AUTHOR = "Mei, L. and Lai, J. and Chen, Z. and Xie, X.",
        TITLE = "Measuring Crowd Collectiveness via Global Motion Correlation",
        BOOKTITLE = HBU19,
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213277"}

@article{bb218004,
        AUTHOR = "Li, X. and Chen, M. and Wang, Q.",
        TITLE = "Quantifying and Detecting Collective Motion in Crowd Scenes",
        JOURNAL = IP,
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        PAGES = "5571-5583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213278"}

@article{bb218005,
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        JOURNAL = IET-ITS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213279"}

@article{bb218006,
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@article{bb218007,
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@inproceedings{bb218008,
        AUTHOR = "Al Ghamdi, M. and Gotoh, Y.",
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Crowded Videos",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213282"}

@article{bb218009,
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Attribute Recognition",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213283"}

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Entropy and Aw-Rascle Model",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213284"}

@inproceedings{bb218011,
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trajectory prediction in crowded scenes",
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@inproceedings{bb218013,
        AUTHOR = "Bisagno, N. and Zhang, B. and Conci, N.",
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@article{bb218015,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213290"}

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        TITLE = "Emotional Contagion-Aware Deep Reinforcement Learning for
Antagonistic Crowd Simulation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213291"}

@article{bb218018,
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        TITLE = "Time-delayed collective flow diffusion models for inferring latent
people flow from aggregated data at limited locations",
        JOURNAL = AI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213292"}

@article{bb218019,
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        TITLE = "Understanding crowd flow patterns using active-Langevin model",
        JOURNAL = PR,
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@article{bb218020,
        AUTHOR = "Kang, J.P. and Zhang, J. and Li, W.S. and Zhuo, L.",
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region graph convolution network",
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        YEAR = "2021",
        NUMBER = "14",
        PAGES = "3476-3486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213294"}

@article{bb218021,
        AUTHOR = "Liu, M.Y. and Meng, F.M. and Wu, Q.B. and Xu, L.F. and Liao, Q.H.",
        TITLE = "Behaviour detection in crowded classroom scenes via enhancing
features robust to scale and perspective variations",
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        NUMBER = "14",
        PAGES = "3466-3475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213295"}

@article{bb218022,
        AUTHOR = "Sun, B.Y. and Yuan, N.Z. and Li, S.Y. and Wu, S.Y. and Wang, N.",
        TITLE = "Human behaviour recognition with mid-level representations for crowd
understanding and analysis",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213296"}

@article{bb218023,
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        TITLE = "Crowd understanding and analysis",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213297"}

@article{bb218024,
        AUTHOR = "Wang, S.Z. and Miao, H. and Li, J. and Cao, J.N.",
        TITLE = "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction
via Deep Attentive Adaptation Networks",
        JOURNAL = ITS,
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        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4695-4705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213298"}

@article{bb218025,
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        TITLE = "Non-volume preserving-based fusion to group-level emotion recognition
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@article{bb218026,
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        TITLE = "A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to
Predict Crowd Behavior",
        JOURNAL = AffCom,
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        MONTH = "April",
        PAGES = "1005-1022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213300"}

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        NUMBER = "2",
        MONTH = "April",
        PAGES = "713-728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213301"}

@article{bb218028,
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        TITLE = "An Autonomous UAV-Assisted Distance-Aware Crowd Sensing Platform
Using Deep ShuffleNet Transfer Learning",
        JOURNAL = ITS,
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "9404-9413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213302"}

@article{bb218029,
        AUTHOR = "Wu, W.H. and Chen, M.Y. and Li, J.H. and Liu, B.L. and Zheng, X.P.",
        TITLE = "An Extended Social Force Model via Pedestrian Heterogeneity Affecting
the Self-Driven Force",
        JOURNAL = ITS,
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "7974-7986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213303"}

@article{bb218030,
        AUTHOR = "Wu, W.H. and Li, J.H. and Yi, W.F. and Zheng, X.P.",
        TITLE = "Modeling Crowd Evacuation via Behavioral Heterogeneity-Based Social
Force Model",
        JOURNAL = ITS,
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "15476-15486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213304"}

@inproceedings{bb218031,
        AUTHOR = "Bruno, A. and Ferjani, M. and Sabeur, Z. and Arbab Zavar, B. and Cetinkaya, D. and Johnstone, L. and Sallal, M. and Benaouda, D.",
        TITLE = "High-Level Feature Extraction for Crowd Behaviour Analysis:
A Computer Vision Approach",
        BOOKTITLE = HBAxSCES22,
        YEAR = "2022",
        PAGES = "59-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213305"}

@article{bb218032,
        AUTHOR = "Yuan, Y.F. and Son, Y.J. and Liu, J.",
        TITLE = "Bayesian Modeling of Crowd Dynamics by Aggregating Multiresolution
Observations From UAVs and UGVs",
        JOURNAL = SMCS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6406-6417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213306"}

@article{bb218033,
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        TITLE = "Video Crowd Localization With Multifocus Gaussian Neighborhood
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        YEAR = "2022",
        PAGES = "6032-6047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213307"}

@article{bb218034,
        AUTHOR = "Zhao, R.Y. and Liu, Q. and Wang, Y. and Jia, P. and Li, C.L. and Ma, Y.L. and Zhu, W.J.",
        TITLE = "Dynamic Crowd Accident-Risk Assessment Based on Internal Energy and
Information Entropy for Large-Scale Crowd Flow Considering COVID-19
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        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "17466-17478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213308"}

@article{bb218035,
        AUTHOR = "Yu, B.",
        TITLE = "Parallel Simulation of Crowd Multi-Cell Occupancy and Velocity
Variety",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "17506-17515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213309"}

@article{bb218036,
        AUTHOR = "Xie, Y. and Niu, J.J. and Zhang, Y. and Ren, F.",
        TITLE = "Multisize Patched Spatial-Temporal Transformer Network for Short- and
Long-Term Crowd Flow Prediction",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "21548-21568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213310"}

@article{bb218037,
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        TITLE = "Correlated Chained Gaussian Processes for Modelling Citizens Mobility
Using a Zero-Inflated Poisson Likelihood",
        JOURNAL = ITS,
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        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "20337-20351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213311"}

@article{bb218038,
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        TITLE = "What Size of Aisle Is Necessary? a System Dynamics Model for
Mitigating Bottleneck Congestion in Entrance Halls of Metro Stations",
        JOURNAL = ITS,
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        NUMBER = "12",
        MONTH = "December",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213312"}

@article{bb218039,
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        AUTHOR = "Wang, J.C. and Gao, J.Y. and Yuan, Y. and Wang, Q.",
        TITLE = "Crowd Localization From Gaussian Mixture Scoped Knowledge and Scoped
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213314"}

@article{bb218041,
        AUTHOR = "Behera, S. and Dogra, D.P. and Bandyopadhyay, M.K. and Roy, P.P.",
        TITLE = "Crowd Characterization in Surveillance Videos Using Deep-Graph
Convolutional Neural Network",
        JOURNAL = Cyber,
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        NUMBER = "6",
        MONTH = "June",
        PAGES = "3428-3439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213315"}

@article{bb218042,
        AUTHOR = "Li, Y. and Wang, P. and Chan, C.Y.",
        TITLE = "RESTEP Into the Future: Relational Spatio-Temporal Learning for
Multi-Person Action Forecasting",
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213316"}

@article{bb218043,
        AUTHOR = "Liao, X.C. and Chen, W.N. and Guo, X.Q. and Zhong, J.H. and Hu, X.M.",
        TITLE = "Crowd Management Through Optimal Layout of Fences: An Ant Colony
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        JOURNAL = ITS,
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        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9137-9149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213317"}

@article{bb218044,
        AUTHOR = "Yi, W.F. and Wu, W.H. and Wang, X.L. and Zheng, X.P.",
        TITLE = "Modeling the Mutual Anticipation in Human Crowds With Attention
Distractions",
        JOURNAL = ITS,
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        YEAR = "2023",
        NUMBER = "9",
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@article{bb218045,
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        TITLE = "What Happens in Crowd Scenes: A New Dataset About Crowd Scenes for
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213319"}

@article{bb218046,
        AUTHOR = "Liang, D.K. and Xu, W. and Zhu, Y.Y. and Zhou, Y.",
        TITLE = "Focal Inverse Distance Transform Maps for Crowd Localization",
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@article{bb218047,
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        TITLE = "PaCS: A Parallel Computation Framework for Field-Based Crowd
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@article{bb218048,
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        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
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@article{bb218049,
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@article{bb218050,
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@article{bb218051,
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        PAGES = "12297-12314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213325"}

@article{bb218052,
        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#TT213326"}

@article{bb218053,
        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#TT213327"}

@inproceedings{bb218054,
        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#TT213328"}

@article{bb218055,
        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#TT213329"}

@article{bb218056,
        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#TT213330"}

@article{bb218057,
        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#TT213331"}

@article{bb218058,
        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#TT213332"}

@article{bb218059,
        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#TT213333"}

@inproceedings{bb218060,
        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#TT213334"}

@article{bb218061,
        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#TT213335"}

@article{bb218062,
        AUTHOR = "Yu, J.Q. and Zhou, Y. and Pan, R.J. and Lai, P.R. 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#TT213336"}

@article{bb218063,
        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#TT213337"}

@article{bb218064,
        AUTHOR = "Felemban, E. and Hammad, M. and Rehman, F.U.",
        TITLE = "Crowd Simulation: A Multi-Dimensional Systematic Mapping Study and
Taxonomy",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "5",
        PAGES = "223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT213338"}

@inproceedings{bb218065,
        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#TT213339"}

@inproceedings{bb218066,
        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#TT213340"}

@inproceedings{bb218067,
        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#TT213341"}

@inproceedings{bb218068,
        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#TT213342"}

@inproceedings{bb218069,
        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#TT213343"}

@inproceedings{bb218070,
        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#TT213344"}

@inproceedings{bb218071,
        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#TT213345"}

@inproceedings{bb218072,
        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#TT213346"}

@inproceedings{bb218073,
        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#TT213347"}

@inproceedings{bb218074,
        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#TT213348"}

@inproceedings{bb218075,
        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#TT213349"}

@inproceedings{bb218076,
        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#TT213350"}

@inproceedings{bb218077,
        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#TT213351"}

@inproceedings{bb218078,
        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#TT213352"}

@inproceedings{bb218079,
        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#TT213353"}

@inproceedings{bb218080,
        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#TT213354"}

@inproceedings{bb218081,
        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#TT213355"}

@inproceedings{bb218082,
        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#TT213356"}

@inproceedings{bb218083,
        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#TT213357"}

@inproceedings{bb218084,
        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#TT213358"}

@inproceedings{bb218085,
        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#TT213359"}

@inproceedings{bb218086,
        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#TT213360"}

@inproceedings{bb218087,
        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#TT213361"}

@inproceedings{bb218088,
        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#TT213362"}

@inproceedings{bb218089,
        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#TT213363"}

@inproceedings{bb218090,
        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#TT213364"}

@inproceedings{bb218091,
        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#TT213365"}

@inproceedings{bb218092,
        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#TT213366"}

@inproceedings{bb218093,
        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#TT213367"}

@inproceedings{bb218094,
        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#TT213368"}

@inproceedings{bb218095,
        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#TT213369"}

@inproceedings{bb218096,
        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#TT213370"}

@inproceedings{bb218097,
        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#TT213371"}

@inproceedings{bb218098,
        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#TT213372"}

@inproceedings{bb218099,
        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#TT213373"}

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