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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Autors principals:	Jiaxiang Huang, Puzhao Zhang
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2023-12-01
Col·lecció:	Remote Sensing
Matèries:	hyperspectral unmixing abundance estimation patch-wise unmixing fully convolutional networks spatial–spectral attention
Accés en línia:	https://www.mdpi.com/2072-4292/15/24/5694
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