Concepedia

Map-based Prediction

Map-Based Prediction is a traffic participant behavior forecasting method that incorporates static and dynamic information from high-definition road maps as a primary source of contextual constraints to differentiate itself from sensor-centric or purely data-driven prediction approaches.

99

Publications

4.8K

Citations

395

Authors

176

Institutions

Publications per year

2017–2026

49

Parents

Publications

99

GreenGPS

Raghu Ganti, Nam Pham, Hossein Ahmadi et al. · 2010 · 313 citations

, , +14

HDNET: Exploiting HD Maps for 3D Object Detection

Bin Yang, Ming Liang, Raquel Urtasun · arXiv (Cornell University) · 2020 · 244 citations · Full text

, , +15

Prediction Modeling and Mapping of Groundwater Fluoride Contamination throughout India

Joel Podgorski, Pawan Labhasetwar, Dipankar Saha et al. · Environmental Science & Technology · 2018 · 244 citations · Full text

, , +17

Revealing the day-to-day regularity of urban congestion patterns with 3D speed maps

Clélia Lopez, Ludovic Leclercq, Panchamy Krishnakumari et al. · Scientific Reports · 2017 · 230 citations · Full text

, , +17

ETA Prediction with Graph Neural Networks in Google Maps

Austin Derrow-Pinion, Jennifer She, David Wong et al. · 2021 · 201 citations · Full text

, , +16

1–5 of 99

Authors

395

  1. TA
    Tarek Abdelzaher

    University of Illinois Urbana-Champaign, United States

    2 publications · 330 citations

    2

    h-index

  2. DP
    Dieter Pfoser

    George Mason University, United States

    2 publications · 61 citations

    2

    h-index

  3. RU
    Raquel Urtasun

    University of Toronto, Canada

    2 publications · 281 citations

    2

    h-index

  4. AA
    Arti Arya

    PES University, India

    2 publications · 39 citations

    2

    h-index

  5. ML
    Ming Liang

    University of Toronto, Canada

    2 publications · 281 citations

    2

    h-index

1–5 of 395

Institutions

176

  1. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    6 publications

    116 citations

  2. Daimler (Germany)

    Stuttgart, Germany

    3 h-index

    9 publications

    356 citations

  3. Colorado State University

    Fort Collins, United States

    2 h-index

    8 publications

    112 citations

  4. KU Leuven

    Leuven, Belgium

    2 h-index

    1 publications

    11 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    4 publications

    240 citations

  6. Simon Fraser University

    Burnaby, Canada

    2 h-index

    5 publications

    587 citations

  7. Robert Bosch (Germany)

    Stuttgart, Germany

    2 h-index

    3 publications

    77 citations

  8. Queensland University of Technology

    Brisbane, Australia

    2 h-index

    7 publications

    224 citations

1–8 of 176

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 512 citations

    5

    h-index

  2. 2

    h-index

  3. Scientific Reports

    2 publications · 250 citations

    2

    h-index

  4. 1

    h-index

  5. Multimedia Tools and Applications

    1 publications · 22 citations

    1

    h-index

1–5