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Hyperspectral Unmixing

Hyperspectral unmixing (HU) is a key technology in the field of computer vision, aimed at extracting pure material components and their abundance distributions from hyperspectral images. This technique analyzes the spectral characteristics of each pixel to achieve precise identification and separation of multiple materials in complex scenes, thereby providing rich ground object information. Hyperspectral unmixing has significant application value in remote sensing monitoring, environmental assessment, resource exploration, and military reconnaissance, significantly enhancing data utilization efficiency and analysis accuracy.

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Hyperspectral Unmixing | SOTA | HyperAI