Concepedia

Hyperspectral Feature Extraction

Hyperspectral Feature Extraction is a dimensionality reduction technique in remote sensing that identifies and isolates spectrally distinct and informative features from hyperspectral imagery by leveraging the high-resolution spectral signatures across numerous contiguous bands.

1.7K

Publications

106.3K

Citations

4.5K

Authors

1.2K

Institutions

Publications per year

2017–2026

1.1K

Parents

Publications

1.7K

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Yushi Chen, Hanlu Jiang, Chunyang Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 2.9K citations

, , +16

Deep Learning-Based Classification of Hyperspectral Data

Yushi Chen, Zhouhan Lin, Xing Zhao et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2014 · 2.6K citations

, , +15

Recent advances in techniques for hyperspectral image processing

Antonio Plaza, Jón Atli Benediktsson, Joseph W. Boardman et al. · Remote Sensing of Environment · 2009 · 1.6K citations

, , +13

Graph Convolutional Networks for Hyperspectral Image Classification

Danfeng Hong, Lianru Gao, Jing Yao et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 1.6K citations · Full text

, , +16

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

Ying Li, Haokui Zhang, Qiang Shen · Remote Sensing · 2017 · 1.3K citations · Full text

, , +16

1–5 of 1.7K

Authors

4.5K

  1. QD
    Qian Du

    Mississippi State University, United States

    60 publications · 5.8K citations

    34

    h-index

  2. AP
    Antonio Plaza

    Universidad de Extremadura, Spain

    43 publications · 7.1K citations

    30

    h-index

  3. XJ
    Xiuping Jia

    UNSW Sydney, Australia

    34 publications · 5.8K citations

    29

    h-index

  4. JC
    Jocelyn Chanussot

    Institut polytechnique de Grenoble, France

    34 publications · 7.7K citations

    27

    h-index

  5. JR
    Jinchang Ren

    University of Strathclyde, United Kingdom

    31 publications · 2.5K citations

    26

    h-index

1–5 of 4.5K

Institutions

1.2K

  1. Chinese Academy of Sciences

    Beijing, China

    46 h-index

    251 publications

    30.2K citations

  2. Xidian University

    Xi'an, China

    39 h-index

    323 publications

    16.8K citations

  3. Mississippi State University

    Starkville, United States

    39 h-index

    102 publications

    9.4K citations

  4. Wuhan University

    Wuhan, China

    39 h-index

    200 publications

    19.4K citations

  5. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    33 h-index

    117 publications

    11.3K citations

  6. Universidad de Extremadura

    Badajoz, Spain

    31 h-index

    98 publications

    11K citations

  7. Northwestern Polytechnical University

    Xi'an, China

    31 h-index

    148 publications

    13.6K citations

  8. UNSW Sydney

    Sydney, Australia

    30 h-index

    45 publications

    6.6K citations

1–8 of 1.2K

Venues

  1. IEEE Transactions on Geoscience and Remote Sensing

    252 publications · 28.7K citations

    88

    h-index

  2. IEEE Geoscience and Remote Sensing Letters

    GRSL · 111 publications · 5.9K citations

    44

    h-index

  3. 42

    h-index

  4. Remote Sensing

    118 publications · 6.8K citations

    37

    h-index

  5. 29

    h-index

1–5