Dilated projection correction network based on autoencoder for hyperspectral image super-resolution

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Xinya Wang, Jiayi Ma, Junjun Jiang, Xiao-Ping Zhang

Published: 2022, Last Modified: 29 Sept 2024Neural Networks 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We transform the single HSI SR problem into the abundance domain.•We deploy a dilated projection network to improve the spatial resolution of abundance.•We introduce a back-projection correction strategy to reduce the spectral distortion.•Our light-weight model can attain comparable results on Pavia and Chikusei datasets.