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SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network

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Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2021.3100992

Abstract: In this letter, we propose a sparse unmixing technique using a convolutional neural network (SUnCNN) for hyperspectral images. SUnCNN is the first deep learning-based technique proposed for sparse unmixing. It uses a deep convolutional encoder–decoder… read more here.

Keywords: neural network; network; sparse; convolutional neural ... See more keywords