Processing and Analysis of Hyperspectral Data

Jie Chen

ISBN 10: 1789851092 / ISBN 13: 9781789851090

Verlag: Intechopen, 2020

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - 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.

Bestandsnummer des Verkäufers 9781789851090

Bibliografische Details

• Titel: Processing and Analysis of Hyperspectral Data
• Verlag: Intechopen
• Erscheinungsjahr: 2020
• Sprache: Englisch
• ISBN-10: 1789851092
• ISBN-13: 9781789851090
• Einband: Buch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

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.