Concepedia

Social Pooling

Social Pooling is a computational mechanism in trajectory prediction models that aggregates local environmental features of traffic participants by selectively weighting interactions based on spatial proximity and dynamic behavior, thereby encoding social context into motion forecasts.

16

Publications

945

Citations

58

Authors

28

Institutions

Publications per year

2017–2026

14

Parents

Publications

16

Shared versus private mobility: Modeling public interest in autonomous vehicles accounting for latent attitudes

Fatemeh Nazari, Mohamadhossein Noruzoliaee, Abolfazl Mohammadian · Transportation Research Part C Emerging Technologies · 2018 · 232 citations

, , +13

Non-local Social Pooling for Vehicle Trajectory Prediction

Kaouther Messaoud, Itheri Yahiaoui, Anne Verroust-Blondet et al. · 2019 · 141 citations · Full text

, , +15

MX-LSTM: mixing tracklets and vislets to jointly forecast trajectories and head poses

Irtiza Hasan, Francesco Setti, Theodore Tsesmelis et al. · IRIS Research product catalog (Sapienza University of Rome) · 2018 · 132 citations · Full text

, , +16

Environment-Attention Network for Vehicle Trajectory Prediction

Yingfeng Cai, Zihao Wang, Hai Wang et al. · IEEE Transactions on Vehicular Technology · 2021 · 88 citations

, , +17

Convolutional Social Pooling for Vehicle Trajectory Prediction

Nachiket Deo, Mohan M. Trivedi · 2018 · 68 citations · Full text

, , +15

1–5 of 16

Authors

58

  1. TT
    Theodore Tsesmelis

    Italian Institute of Technology, Italy

    2 publications · 153 citations

    2

    h-index

  2. FS
    Francesco Setti

    University of Verona, Italy

    2 publications · 153 citations

    2

    h-index

  3. MC
    Marco Cristani

    University of Verona, Italy

    2 publications · 153 citations

    2

    h-index

  4. AD
    Alessio Del Bue

    Italian Institute of Technology, Italy

    2 publications · 153 citations

    2

    h-index

  5. FG
    Fabio Galasso

    Sapienza University of Rome, Italy

    2 publications · 153 citations

    2

    h-index

1–5 of 58

Institutions

28

  1. University of Verona

    Verona, Italy

    2 h-index

    4 publications

    306 citations

  2. Italian Institute of Technology

    Genoa, Italy

    2 h-index

    4 publications

    306 citations

  3. OSRAM (United Kingdom)

    St Helens, United Kingdom

    2 h-index

    4 publications

    306 citations

  4. National University of Defense Technology

    Changsha, China

    2 h-index

    5 publications

    207 citations

  5. Johannes Kepler University of Linz

    Linz, Austria

    1 h-index

    2 publications

    28 citations

  6. Toyota Industries (United States)

    Dallas, United States

    1 h-index

    2 publications

    86 citations

  7. Chalmers University of Technology

    Gothenburg, Sweden

    1 h-index

    1 publications

    22 citations

  8. Shenzhen Academy of Aerospace Technology

    Shenzhen, China

    1 h-index

    2 publications

    26 citations

1–8 of 28

Venues

  1. The Journal of Engineering

    JoE · 2 publications · 55 citations

    2

    h-index

  2. 1

    h-index

  3. 1

    h-index

  4. Lecture notes in computer science

    LNCS · Book series · 1 publications · 43 citations

    1

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 39 citations

    1

    h-index

1–5