Chunhui Zhao: Hyperspectral Image Processing

Cover: 9783662474556 | Hyperspectral Image Processing | Chunhui Zhao (u. a.) | Buch | xvii

Dekorationsartikel gehören nicht zum Leistungsumfang.

Sprache: Englisch

91,40 €

UVP 106,99 €

inkl. MwSt.

Versandkostenfrei per Post / DHL

Lieferzeit 1-2 Wochen

Kategorien:

Beschreibung

Based on the authors¿ research, this book introduces the main processing techniques in hyperspectral imaging. In this context, SVM-based classification, distance comparison-based endmember extraction, SVM-based spectral unmixing, spatial attraction model-based sub-pixel mapping and MAP/POCS-based super-resolution reconstruction are discussed in depth. Readers will gain a comprehensive understanding of these cutting-edge hyperspectral imaging techniques. Researchers and graduate students in fields such as remote sensing, surveying and mapping, geosciences and information systems will benefit from this valuable resource.

Zusammenfassung

Systematically provides a complete framework of the novel processing techniques of hyperspectral imaging

Introduces from the basic theory to the state of the art techniques and their applications to meet the needs of readers at different levels

Aims at the two hot topics in HSI processing, i.e. high accuracy and real time

Includes supplementary material: [...]

Inhaltsverzeichnis

Basic theory and main processing techniques of hyperspectral remote sensing.- Classification technique for HSI.- Endmember extraction technique of HSI.- Spectral unmixing technique of HSI.- Sub-pixel mapping technique of HSI.- Super-resolution technique of HSI.- Anomaly detection technique of HSI.- Dimensionality reduction and compression technique of HSI.- Introduction to hyperspectral remote sensing applications.

Details

Erscheinungsjahr:	2015
Fachbereich:	Nachrichtentechnik
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	xvii 315 S. 106 s/w Illustr. 15 farbige Illustr. 315 p. 121 illus. 15 illus. in color.
ISBN-13:	9783662474556
ISBN-10:	3662474557
Sprache:	Englisch
Einband:	Gebunden
Autor:	Zhao, Chunhui Wang, Liguo
Auflage:	1st edition 2016
Hersteller:	Springer-Verlag GmbH Springer Berlin Heidelberg
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	241 x 160 x 23 mm
Von/Mit:	Chunhui Zhao (u. a.)
Erscheinungsdatum:	30.07.2015
Gewicht:	0,731 kg