Concepedia

Gaussian Process Interpolation

Gaussian Process Interpolation is a statistical interpolation method that uses Gaussian processes to model and predict continuous elevation surfaces by estimating unknown values at spatial locations based on observed data points and their spatial covariance structure.

66

Publications

3.7K

Citations

205

Authors

124

Institutions

Publications per year

2017–2026

41

Parents

Publications

66

StrongSORT: Make DeepSORT Great Again

Yunhao Du, Zhicheng Zhao, Yang Song et al. · IEEE Transactions on Multimedia · 2023 · 1K citations

, , +12

Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP)

Andrew Gordon Wilson, Hannes Nickisch · arXiv (Cornell University) · 2015 · 215 citations · Full text

, , +13

Gaussian process modeling of large‐scale terrain

Shrihari Vasudevan, Fábio Ramos, Eric Nettleton et al. · Journal of Field Robotics · 2009 · 170 citations

, , +17

Gaussian process regression for geometry optimization

Alexander Denzel, Johannes Kästner · The Journal of Chemical Physics · 2018 · 152 citations · Full text

, , +15

A Computationally Stable Approach to Gaussian Process Interpolation of Deterministic Computer Simulation Data

Pritam Ranjan, Ronald D. Haynes, Richard Karsten · Technometrics · 2011 · 119 citations · Full text

, , +16

1–5 of 66

Authors

205

  1. AG
    Andrew Gordon Wilson

    Cornell University, United States

    3 publications · 266 citations

    3

    h-index

  2. HD
    Hugh Durrant‐Whyte

    The University of Sydney, Australia

    2 publications · 228 citations

    2

    h-index

  3. SV
    Shrihari Vasudevan

    Australian Centre for Robotic Vision, Australia

    2 publications · 228 citations

    2

    h-index

  4. BU
    Ben Upcroft

    Queensland University of Technology, Australia

    2 publications · 51 citations

    2

    h-index

  5. EN
    Eric Nettleton

    The University of Sydney, Australia

    2 publications · 228 citations

    2

    h-index

1–5 of 205

Institutions

124

  1. University College London

    London, United Kingdom

    6 h-index

    13 publications

    589 citations

  2. University of Sheffield

    Sheffield, United Kingdom

    4 h-index

    14 publications

    600 citations

  3. The University of Sydney

    Sydney, Australia

    4 h-index

    13 publications

    1K citations

  4. Tsinghua University

    Beijing, China

    4 h-index

    4 publications

    96 citations

  5. University of Bristol

    Bristol, United Kingdom

    3 h-index

    5 publications

    213 citations

  6. University of Oxford

    Oxford, United Kingdom

    3 h-index

    3 publications

    59 citations

  7. Australian Centre for Robotic Vision

    Brisbane, Australia

    3 h-index

    11 publications

    969 citations

  8. Max Planck Institute for Radio Astronomy

    Bonn, Germany

    2 h-index

    2 publications

    45 citations

1–8 of 124

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 256 citations

    4

    h-index

  2. The Journal of Chemical Physics

    3 publications · 274 citations

    3

    h-index

  3. The Astrophysical Journal

    ApJ · 2 publications · 127 citations

    2

    h-index

  4. IEEE Transactions on Robotics

    1 publications · 32 citations

    2

    h-index

  5. Journal of Cosmology and Astroparticle Physics

    JCAP · 2 publications · 124 citations

    2

    h-index

1–5