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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#TT216514"}
@article{bb221255,
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#TT216515"}
@article{bb221256,
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#TT216516"}
@inproceedings{bb221257,
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#TT216517"}
@article{bb221258,
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#TT216518"}
@article{bb221259,
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#TT216519"}
@article{bb221260,
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#TT216520"}
@article{bb221261,
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#TT216521"}
@inproceedings{bb221262,
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#TT216522"}
@inproceedings{bb221263,
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#TT216523"}
@inproceedings{bb221264,
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#TT216524"}
@inproceedings{bb221265,
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#TT216525"}
@inproceedings{bb221266,
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#TT216526"}
@inproceedings{bb221267,
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#TT216527"}
@inproceedings{bb221268,
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#TT216528"}
@inproceedings{bb221269,
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#TT216529"}
@inproceedings{bb221270,
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#TT216530"}
@inproceedings{bb221271,
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#TT216531"}
@inproceedings{bb221272,
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#TT216532"}
@inproceedings{bb221273,
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#TT216533"}
@inproceedings{bb221274,
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#TT216534"}
@inproceedings{bb221275,
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#TT216535"}
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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#TT216536"}
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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#TT216537"}
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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#TT216538"}
@inproceedings{bb221279,
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#TT216539"}
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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#TT216540"}
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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#TT216541"}
@inproceedings{bb221282,
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#TT216542"}
@inproceedings{bb221283,
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#TT216543"}
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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#TT216544"}
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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#TT216545"}
@inproceedings{bb221286,
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#TT216546"}
@inproceedings{bb221287,
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#TT216547"}
@inproceedings{bb221288,
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#TT216548"}
@inproceedings{bb221289,
AUTHOR = "Gowda, S.N.",
TITLE = "Human Activity Recognition Using Combinatorial Deep Belief Networks",
BOOKTITLE = Crowd17,
YEAR = "2017",
PAGES = "1589-1594",
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@inproceedings{bb221290,
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#TT216550"}
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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#TT216551"}
@inproceedings{bb221292,
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{bb221293,
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#TT216553"}
@inproceedings{bb221294,
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#TT216554"}
@inproceedings{bb221295,
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#TT216555"}
@inproceedings{bb221296,
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#TT216556"}
@inproceedings{bb221297,
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#TT216557"}
@inproceedings{bb221298,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216558"}
@inproceedings{bb221299,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f745c1.html#TT216559"}
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