Download or read book Processing and Analysis of Hyperspectral Data written by Jie Chen and published by BoD – Books on Demand. This book was released on 2020-01-22 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hyperspectral imagery has received considerable attention in the last decade as it provides rich spectral information and allows the analysis of objects that are unidentifiable by traditional imaging techniques. It has a wide range of applications, including remote sensing, industry sorting, food analysis, biomedical imaging, etc. However, in contrast to RGB images from which information can be intuitively extracted, hyperspectral data is only useful with proper processing and analysis. This book covers theoretical advances of hyperspectral image processing and applications of hyperspectral processing, including unmixing, classification, super-resolution, and quality estimation with classical and deep learning methods.