Concepedia

Spectral Feature Extraction

Spectral Feature Extraction is a feature extraction method that transforms time-domain signals into their frequency-domain representations to reveal inherent spectral characteristics, distinguishing it from other feature extraction techniques by its focus on frequency-specific patterns and energy distributions across signal spectra.

1.6K

Publications

86.6K

Citations

5.3K

Authors

1.5K

Institutions

Publications per year

2017–2026

743

Parents

Publications

1.6K

Digital Spectral Analysis with Applications.

B. Porat, S.L. Marple · Mathematics of Computation · 1988 · 2.7K citations

, , +12

Deep Learning for Hyperspectral Image Classification: An Overview

IEEE Transactions on Geoscience and Remote Sensing · 2019 · 1.8K citations · Full text

, , +15

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey et al. · IEEE Geoscience and Remote Sensing Letters · 2019 · 1.7K citations · Full text

, , +16

Acoustic Modeling Using Deep Belief Networks

Abdelrahman Mohamed, George E. Dahl, Geoffrey E. Hinton · IEEE Transactions on Audio Speech and Language Processing · 2011 · 1.7K citations

, , +16

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

1–5 of 1.6K

Authors

5.3K

  1. LZ
    Liangpei Zhang

    Wuhan University, China

    11 publications · 2.1K citations

    11

    h-index

  2. YL
    Yuxing Li

    Xi'an University of Technology, China

    9 publications · 498 citations

    9

    h-index

  3. JR
    Jinchang Ren

    University of Strathclyde, United Kingdom

    8 publications · 554 citations

    8

    h-index

  4. HH
    Hynek Heřmanský

    Johns Hopkins University, United States

    7 publications · 458 citations

    7

    h-index

  5. LJ
    Licheng Jiao

    Xidian University, China

    7 publications · 566 citations

    7

    h-index

1–5 of 5.3K

Institutions

1.5K

  1. Chinese Academy of Sciences

    Beijing, China

    25 h-index

    141 publications

    10.4K citations

  2. Wuhan University

    Wuhan, China

    21 h-index

    109 publications

    11.2K citations

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

    Wuhan, China

    20 h-index

    61 publications

    7.8K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    19 h-index

    44 publications

    3.5K citations

  5. Northwestern Polytechnical University

    Xi'an, China

    19 h-index

    66 publications

    4.9K citations

  6. Harbin Institute of Technology

    Harbin, China

    18 h-index

    60 publications

    4.2K citations

  7. Zhejiang University

    Hangzhou, China

    17 h-index

    53 publications

    2.9K citations

  8. Xidian University

    Xi'an, China

    17 h-index

    77 publications

    6K citations

1–8 of 1.5K

Venues

  1. IEEE Transactions on Geoscience and Remote Sensing

    76 publications · 11.3K citations

    43

    h-index

  2. Remote Sensing

    44 publications · 1.9K citations

    26

    h-index

  3. Sensors

    34 publications · 1.1K citations

    20

    h-index

  4. 18

    h-index

  5. IEEE Geoscience and Remote Sensing Letters

    GRSL · 21 publications · 3K citations

    17

    h-index

1–5