Concepedia

Hyperspectral Imaging

Hyperspectral Imaging is a remote sensing technique that captures and processes information across a large number of contiguous and narrow electromagnetic spectral bands, distinguishing it from broader-band imaging methods by enabling detailed identification and characterization of crop biophysical and biochemical properties based on fine spectral signatures.

15.7K

Publications

932.5K

Citations

34.4K

Authors

5.5K

Institutions

Publications per year

2017–2026

8.7K

Parents

Children

Publications

15.7K

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

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

José M. Bioucas‐Dias, Antonio Plaza, Nicolas Dobigeon et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2012 · 2.7K citations · Full text

, , +12

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

Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture

D. Haboudane · Remote Sensing of Environment · 2004 · 2.6K citations

, , +17

Spectral unmixing

N. Keshava, John F. Mustard · IEEE Signal Processing Magazine · 2002 · 2.2K citations

, , +13

1–5 of 15.7K

Authors

34.4K

  1. AP
    Antonio Plaza

    Universidad de Extremadura, Spain

    278 publications · 34.8K citations

    82

    h-index

  2. QD
    Qian Du

    Mississippi State University, United States

    281 publications · 27.6K citations

    82

    h-index

  3. DS
    Da‐Wen Sun

    University College Dublin, Ireland

    137 publications · 14.7K citations

    77

    h-index

  4. JA
    Jón Atli Benediktsson

    University of Iceland, Iceland

    118 publications · 21.1K citations

    67

    h-index

  5. LZ
    Liangpei Zhang

    Wuhan University, China

    173 publications · 16K citations

    66

    h-index

1–5 of 34.4K

Institutions

5.5K

  1. Chinese Academy of Sciences

    Beijing, China

    105 h-index

    2.1K publications

    136.7K citations

  2. Wuhan University

    Wuhan, China

    103 h-index

    1.5K publications

    117.7K citations

  3. Mississippi State University

    Starkville, United States

    92 h-index

    561 publications

    42K citations

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

    Wuhan, China

    90 h-index

    799 publications

    65.8K citations

  5. Universidad de Extremadura

    Badajoz, Spain

    83 h-index

    568 publications

    62.1K citations

  6. Zhejiang University

    Hangzhou, China

    80 h-index

    1.2K publications

    72K citations

  7. University College Dublin

    Dublin, Ireland

    80 h-index

    347 publications

    35.1K citations

  8. University of Iceland

    Reykjavik, Iceland

    78 h-index

    306 publications

    46.2K citations

1–8 of 5.5K

Venues

  1. IEEE Transactions on Geoscience and Remote Sensing

    1.5K publications · 164.5K citations

    190

    h-index

  2. Remote Sensing of Environment

    367 publications · 61.4K citations

    134

    h-index

  3. Remote Sensing

    1.1K publications · 56.5K citations

    102

    h-index

  4. IEEE Geoscience and Remote Sensing Letters

    GRSL · 636 publications · 39K citations

    93

    h-index

  5. 91

    h-index

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