@article{bb206000,
        AUTHOR = "Zhao, R.Y. and Han, L.C. and Jia, P. and Han, C.F. and Wei, B. and Li, C.L. and Yan, P.",
        TITLE = "Pedestrian Panic Behavior Recognition Model Based on Multi-Modal Data
Fusion and Experimental Analysis in Transit Hubs",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "6002-6015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201358"}

@article{bb206001,
        AUTHOR = "Lin, C.X. and Hu, X.J.",
        TITLE = "Pedestrian Crossing Intention Prediction Based on Cross-Modal Motion
Query and Global-Local Context Co-Learning for Autonomous Driving",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5804-5819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201359"}

@article{bb206002,
        AUTHOR = "Gao, H. and Wang, B. and Huang, Z.X. and Liu, X.X. and Gou, C.",
        TITLE = "Learning From Selective Attention for Pedestrian Collision Risk
Assessment",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "6563-6573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201360"}

@article{bb206003,
        AUTHOR = "Tolksdorf, L. and Sanchez, M.M. and Loeffler, C. and Gloger, T.F. and Fischer, Y. and Smit, R. and van der Ploeg, C.",
        TITLE = "Enhancing Pedestrian Safety Through Automated Emergency Steering:
Design and Experimental Validation of a Risk-Based Architecture",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "6356-6371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201361"}

@article{bb206004,
        AUTHOR = "Zhao, J.Y. and Hoogendoorn, S.P. and Farah, H.",
        TITLE = "Cyclists and Automated Vehicles' Interactions: Literature Review,
Conceptual Framework, and Future Directions",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "7287-7307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201362"}

@article{bb206005,
        AUTHOR = "Ni, R.R. and Liu, H. and Hu, C. and Wang, H. and Yang, B.",
        TITLE = "PCIP: Toward Real-Time Pedestrian Crossing Intention Prediction With
Adaptive Fusion and Temporal Dynamics Encoding",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9398-9409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201363"}

@article{bb206006,
        AUTHOR = "Hasanat, H.A.A. and Alharasees, O. and Alshamaileh, L. and Al Matarneh, R.",
        TITLE = "A Multidimensional Spatial-Temporal and Econometric Framework for
Pedestrian Safety and Injury Severity Analysis in Amman, Jordan",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "7",
        PAGES = "325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201364"}

@article{bb206007,
        AUTHOR = "Hao, H. and Yao, E. and Chen, R.S. and Yang, Y. and Wang, Y. and Liu, W.",
        TITLE = "AR2G-AIRL: A Context-Adaptive Game-Inverse Reinforcement Learning
Algorithm for Modeling Pedestrian-Vehicle Interaction Considering
Group Behaviors",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9236-9250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201365"}

@article{bb206008,
        AUTHOR = "Yuan, S. and Yang, J.Q. and Zhang, Y.H. and Yang, K. and Ma, C.X.",
        TITLE = "The Context-Dependent Influence of Eye-Level Motor Traffic on
Metro-Integrated Cycling: An AIGC-Enhanced Analysis",
        JOURNAL = IJGI,
        VOLUME = "15",
        YEAR = "2026",
        NUMBER = "7",
        PAGES = "289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201366"}

@inproceedings{bb206009,
        AUTHOR = "Bossen, T. and Mogelmose, A. and Greer, R.",
        TITLE = "Can Vision-Language Models Understand and Interpret Dynamic Gestures
from Pedestrians? Pilot Datasets and Exploration Towards Instructive
Nonverbal Commands for Cooperative Autonomous Vehicles",
        BOOKTITLE = CooperDrive25,
        YEAR = "2025",
        PAGES = "4779-4788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201367"}

@inproceedings{bb206010,
        AUTHOR = "Mandalika, S. and V, L. and Nambiar, A.",
        TITLE = "PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for
Uncertainty-Aware Object Interaction in Driving Scene Scenario",
        BOOKTITLE = Precognition25,
        YEAR = "2025",
        PAGES = "5293-5301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201368"}

@inproceedings{bb206011,
        AUTHOR = "Abdelrahman, A.S. and Abdel Aty, M. and Tran, Q.D.",
        TITLE = "VRU-CIPI: Crossing Intention Prediction at Intersections for
Improving Vulnerable Road Users Safety",
        BOOKTITLE = ABAW25,
        YEAR = "2025",
        PAGES = "5623-5632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201369"}

@inproceedings{bb206012,
        AUTHOR = "Uziel, R. and Bialer, O.",
        TITLE = "Optimizing Vision-Language Model for Road Crossing Intention
Estimation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1702-1712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201370"}

@inproceedings{bb206013,
        AUTHOR = "Gonzalez, C. and Ayobi, N. and Escallon, F. and Baldovino Chiquillo, L. and Wilches Mogollon, M. and Pasos, D. and Ramirez, N. and Pinzon, J. and Sarmiento, O. and Quistberg, D.A. and Arbelaez, P.",
        TITLE = "STRIDE: Street View-based Environmental Feature Detection and
Pedestrian Collision Prediction",
        BOOKTITLE = ROAD++23,
        YEAR = "2023",
        PAGES = "3222-3234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201371"}

@inproceedings{bb206014,
        AUTHOR = "Song, W.F. and Jin, X.L. and Ding, Y. and Gao, Y. and Hou, X.",
        TITLE = "Dual Temporal Transformers for Fine-Grained Dangerous Action
Recognition",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "415-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201372"}

@inproceedings{bb206015,
        AUTHOR = "Ham, J.S. and Kim, D.H. and Jung, N.K. and Moon, J.",
        TITLE = "CIPF: Crossing Intention Prediction Network based on Feature Fusion
Modules for Improving Pedestrian Safety",
        BOOKTITLE = Precognition23,
        YEAR = "2023",
        PAGES = "3666-3675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201373"}

@inproceedings{bb206016,
        AUTHOR = "Ham, J.S. and Bae, K. and Moon, J.",
        TITLE = "MCIP: Multi-stream Network for Pedestrian Crossing Intention Prediction",
        BOOKTITLE = AVVision22,
        YEAR = "2022",
        PAGES = "663-679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201374"}

@inproceedings{bb206017,
        AUTHOR = "Gesnouin, J. and Pechberti, S. and Stanciulcscu, B. and Moutarde, F.",
        TITLE = "TrouSPI-Net: Spatio-temporal attention on parallel atrous
convolutions and U-GRUs for skeletal pedestrian crossing prediction",
        BOOKTITLE = FG21,
        YEAR = "2021",
        PAGES = "01-07",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201375"}

@inproceedings{bb206018,
        AUTHOR = "Vozniak, I. and Muller, P. and Hell, L. and Lipp, N. and Abouelazm, A. and Muller, C.",
        TITLE = "Context-empowered Visual Attention Prediction in Pedestrian Scenarios",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "950-960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201376"}

@inproceedings{bb206019,
        AUTHOR = "Zhou, C. and AlRegib, G. and Parchami, A. and Singh, K.",
        TITLE = "Learning Trajectory-Conditioned Relations to Predict Pedestrian
Crossing Behavior",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4088-4092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201377"}

@inproceedings{bb206020,
        AUTHOR = "Osman, N. and Cancelli, E. and Camporese, G. and Coscia, P. and Ballan, L.",
        TITLE = "Early Pedestrian Intent Prediction via Features Estimation",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3446-3450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201378"}

@inproceedings{bb206021,
        AUTHOR = "Mangalam, K. and An, Y. and Girase, H. and Malik, J.",
        TITLE = "From Goals, Waypoints & Paths To Long Term Human Trajectory
Forecasting",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15213-15222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201379"}

@inproceedings{bb206022,
        AUTHOR = "Rasouli, A. and Rohani, M. and Luo, J.",
        TITLE = "Bifold and Semantic Reasoning for Pedestrian Behavior Prediction",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15580-15590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201380"}

@inproceedings{bb206023,
        AUTHOR = "Borgmann, B. and Hebel, M. and Arens, M. and Stilla, U.",
        TITLE = "Information Acquisition on Pedestrian Movements In Urban Traffic with A
Mobile Multi-sensor System",
        BOOKTITLE = ISPRS21,
        YEAR = "2021",
        PAGES = "B2-2021: 131-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201381"}

@inproceedings{bb206024,
        AUTHOR = "Chen, T. and Tian, R.R. and Ding, Z.M.",
        TITLE = "Visual Reasoning using Graph Convolutional Networks for Predicting
Pedestrian Crossing Intention",
        BOOKTITLE = AVVision21,
        YEAR = "2021",
        PAGES = "3096-3102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201382"}

@inproceedings{bb206025,
        AUTHOR = "Singh, A. and Suddamalla, U.",
        TITLE = "Multi-Input Fusion for Practical Pedestrian Intention Prediction",
        BOOKTITLE = SoMoF21,
        YEAR = "2021",
        PAGES = "2304-2311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201383"}

@inproceedings{bb206026,
        AUTHOR = "Bhattacharyya, A. and Reino, D.O. and Fritz, M. and Schiele, B.",
        TITLE = "Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6404-6413",
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@inproceedings{bb206027,
        AUTHOR = "Feifel, P. and Bonarens, F. and Koster, F.",
        TITLE = "Reevaluating the Safety Impact of Inherent Interpretability on Deep
Neural Networks for Pedestrian Detection",
        BOOKTITLE = SAIAD21,
        YEAR = "2021",
        PAGES = "29-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201385"}

@inproceedings{bb206028,
        AUTHOR = "Lyssenko, M. and Gladisch, C. and Heinzemann, C. and Woehrle, M. and Triebel, R.",
        TITLE = "From Evaluation to Verification: Towards Task-oriented Relevance
Metrics for Pedestrian Detection in Safety-critical Domains",
        BOOKTITLE = SAIAD21,
        YEAR = "2021",
        PAGES = "38-45",
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@inproceedings{bb206029,
        AUTHOR = "Shimizu, T. and Koide, K. and Oishi, S.J. and Yokozuka, M. and Banno, A. and Shino, M.",
        TITLE = "Sensor-independent Pedestrian Detection for Personal Mobility
Vehicles in Walking Space Using Dataset Generated by Simulation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f733pedsa2.html#TT201387"}

@inproceedings{bb206030,
        AUTHOR = "John, V. and Boyali, A. and Thompson, S. and Lakshmanan, A. and Mita, S.",
        TITLE = "Visible and Thermal Camera-based Jaywalking Estimation Using a
Hierarchical Deep Learning Framework",
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@inproceedings{bb206031,
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@inproceedings{bb206032,
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        TITLE = "Pose Based Trajectory Forecast of Vulnerable Road Users Using Recurrent
Neural Networks",
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@inproceedings{bb206033,
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@inproceedings{bb206034,
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Using Roadside Video Data",
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from Top-View Video",
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