Concepedia

Training Sample Selection

Training Sample Selection is the systematic process of identifying and acquiring representative geographic instances from a land cover dataset to optimize the calibration of classification models in remote sensing.

435

Publications

35K

Citations

1.7K

Authors

680

Institutions

Publications per year

2017–2026

209

Parents

Publications

435

An assessment of the effectiveness of a random forest classifier for land-cover classification

Víctor Rodríguez‐Galiano, Bardan Ghimire, John Rogan et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 2.9K citations

, , +10

Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection

Shifeng Zhang, Cheng Chi, Yongqiang Yao et al. · 2020 · 2.2K citations

, , +11

Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

Peng Gong, Jie Wang, Le Yu et al. · International Journal of Remote Sensing · 2012 · 1.7K citations · Full text

, , +17

Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects

David S. Lee · The Review of Economic Studies · 2009 · 1.4K citations

, , +17

Investigation of the random forest framework for classification of hyperspectral data

Yangchi Chen, Melba M. Crawford, Joydeep Ghosh · IEEE Transactions on Geoscience and Remote Sensing · 2005 · 1.2K citations

, , +14

1–5 of 435

Authors

1.7K

  1. DT
    Devis Tuia

    École Polytechnique Fédérale de Lausanne, Switzerland

    6 publications · 1.3K citations

    6

    h-index

  2. DA
    D. A. Landgrebe

    Purdue University West Lafayette, United States

    5 publications · 861 citations

    5

    h-index

  3. XH
    Xian‐Sheng Hua

    Microsoft Research Asia (China), China

    3 publications · 121 citations

    3

    h-index

  4. CC
    Chein‐I Chang

    University of Maryland, Baltimore County, United States

    3 publications · 71 citations

    3

    h-index

  5. AD
    Adam D. Myers

    University of Wyoming, United States

    3 publications · 197 citations

    3

    h-index

1–5 of 1.7K

Institutions

680

  1. Chinese Academy of Sciences

    Beijing, China

    19 h-index

    86 publications

    31.5K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    11 h-index

    14 publications

    542 citations

  3. Xidian University

    Xi'an, China

    11 h-index

    42 publications

    1.2K citations

  4. Wuhan University

    Wuhan, China

    9 h-index

    26 publications

    11K citations

  5. State Key Laboratory of Remote Sensing Science

    Beijing, China

    7 h-index

    36 publications

    23.4K citations

  6. Tongji University

    Shanghai, China

    7 h-index

    18 publications

    672 citations

  7. University of Trento

    Trento, Italy

    7 h-index

    11 publications

    937 citations

  8. Purdue University West Lafayette

    West Lafayette, United States

    7 h-index

    14 publications

    2.1K citations

1–8 of 680

Venues

  1. 19

    h-index

  2. Remote Sensing

    25 publications · 1.9K citations

    19

    h-index

  3. arXiv (Cornell University)

    Repository · 11 publications · 321 citations

    11

    h-index

  4. IEEE Access

    10 publications · 495 citations

    10

    h-index

  5. IEEE Geoscience and Remote Sensing Letters

    GRSL · 7 publications · 224 citations

    7

    h-index

1–5