Concepedia

Kernel-based Spatial Features

Kernel-Based Spatial Features is a spatial feature engineering method that uses kernel functions to transform and capture localized spatial dependencies by mapping geographic points into a higher-dimensional space through weighted neighborhood interactions.

35

Publications

2.4K

Citations

112

Authors

56

Institutions

Publications per year

2017–2026

16

Parents

Publications

35

Attention-Based Adaptive Spectral–Spatial Kernel ResNet for Hyperspectral Image Classification

Swalpa Kumar Roy, Suvojit Manna, Tiecheng Song et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 486 citations · Full text

, , +16

A spatial–spectral kernel-based approach for the classification of remote-sensing images

Mathieu Fauvel, J. Chanussot, Jón Atli Benediktsson · Pattern Recognition · 2011 · 279 citations

, , +14

Detecting spatial hot spots in landscape ecology

Trisalyn Nelson, Barry Boots · Ecography · 2008 · 220 citations

, , +17

Object Recognition Using Tactile Measurements: Kernel Sparse Coding Methods

Huaping Liu, Di Guo, Fuchun Sun · IEEE Transactions on Instrumentation and Measurement · 2016 · 189 citations

, , +16

Slum mapping in polarimetric SAR data using spatial features

Michael Wurm, Hannes Taubenböck, Matthias Weigand et al. · Remote Sensing of Environment · 2017 · 113 citations

, , +12

1–5 of 35

Authors

112

  1. ZW
    Zebin Wu

    Nanjing University of Science and Technology, China

    3 publications · 170 citations

    3

    h-index

  2. BJ
    Byeungwoo Jeon

    Sungkyunkwan University, South Korea

    2 publications · 160 citations

    2

    h-index

  3. LX
    Liang Xiao

    Nanjing University of Science and Technology, China

    2 publications · 21 citations

    2

    h-index

  4. DY
    Dong Yu

    Microsoft (United States), United States

    2 publications · 150 citations

    2

    h-index

  5. JA
    Jón Atli Benediktsson

    University of Iceland, Iceland

    2 publications · 289 citations

    2

    h-index

1–5 of 112

Institutions

56

  1. Deakin University

    Burwood, Australia

    4 h-index

    12 publications

    303 citations

  2. Nanjing University of Science and Technology

    Nanjing, China

    4 h-index

    6 publications

    201 citations

  3. Nanjing University of Information Science and Technology

    Nanjing, China

    3 h-index

    11 publications

    762 citations

  4. Sungkyunkwan University

    Seoul, South Korea

    2 h-index

    2 publications

    160 citations

  5. University of Iceland

    Reykjavik, Iceland

    2 h-index

    2 publications

    289 citations

  6. Jiangnan University

    Wuxi, China

    2 h-index

    5 publications

    54 citations

  7. Cornell University

    Ithaca, United States

    2 h-index

    3 publications

    96 citations

  8. Imperial College London

    London, United Kingdom

    2 h-index

    4 publications

    156 citations

1–8 of 56

Venues

  1. 3

    h-index

  2. IEEE Transactions on Multimedia

    3 publications · 113 citations

    2

    h-index

  3. International Journal of Remote Sensing

    2 publications · 32 citations

    2

    h-index

  4. 2009 IEEE Conference on Computer Vision and Pattern Recognition

    Conference · 1 publications · 46 citations

    1

    h-index

  5. IEEE Transactions on Cybernetics

    1 publications · 69 citations

    1

    h-index

1–5