01752nam 2200361 450 991068846170332120230628221141.0(CKB)5400000000043932(NjHacI)995400000000043932(EXLCZ)99540000000004393220230628d2020 uy 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierProcessing and Analysis of Hyperspectral Data /Jie Chen, Yingying Song, Hengchao LiLondon :IntechOpen,2020.1 online resource (136 pages)1-83880-462-5 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.Spectrum analysisSpectrum analysis.535.84Chen Jie1299851Song YingyingLi HengchaoNjHacINjHaclBOOK9910688461703321Processing and Analysis of Hyperspectral Data3394347UNINA