Beyond Pixel-Wise Unmixing: Spatial–Spectral Attention Fully Convolutional Networks for Abundance Estimation

Beyond Pixel-Wise Unmixing: Spatial–Spectral Attention Fully Convolutional Networks for Abundance Estimation

Spectral unmixing poses a significant challenge within hyperspectral image processing, traditionally addressed by supervised convolutional neural network (CNN)-based approaches employing patch-to-pixel (pixel-wise) methods. However, such pixel-wise methodologies often necessitate image splitting int...

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Bibliographic Details
Main Authors: Jiaxiang Huang, Puzhao Zhang
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Remote Sensing
Subjects:
hyperspectral unmixing
abundance estimation
patch-wise unmixing
fully convolutional networks
spatial–spectral attention
Online Access:https://www.mdpi.com/2072-4292/15/24/5694

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https://www.mdpi.com/2072-4292/15/24/5694

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