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network-pruning-for-hsi-band-selection's Introduction

Network-pruning-for-HSI-band-selection

Codes for 2020 IGARSS paper NEURAL NETWORK PRUNING FOR HYPERSPECTRAL IMAGE BAND SELECTION

Requirement

  • Python >= 3.6
    • python3 --version
  • PyTorch >= 1.0
    • pip install torch torchvision

Hyperspectral data can be downloaded from the following address

  • PaviaC

    • http://www.ehu.eus/ccwintco/uploads/e/e3/Pavia.mat
    • http://www.ehu.eus/ccwintco/uploads/5/53/Pavia_gt.mat

  • PaviaU

    • http://www.ehu.eus/ccwintco/uploads/e/ee/PaviaU.mat
    • http://www.ehu.eus/ccwintco/uploads/5/50/PaviaU_gt.mat

  • KSC

    • http://www.ehu.es/ccwintco/uploads/2/26/KSC.mat
    • http://www.ehu.es/ccwintco/uploads/a/a6/KSC_gt.mat

  • IndianPines

    • http://www.ehu.eus/ccwintco/uploads/6/67/Indian_pines_corrected.mat
    • http://www.ehu.eus/ccwintco/uploads/c/c4/Indian_pines_gt.mat

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Contributors

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