Techniques and applications of hyperspectral image analysis / [edited by] Hans F. Grahn and Paul Geladi.

Format:

Book

Contributor:

Grahn, Hans.

Geladi, Paul.

Language:

English

Subjects (All):

Image processing--Statistical methods.

Image processing.

Multivariate analysis.

Multispectral imaging.

Physical Description:

xxii, 368 pages, 10 unnumbered pages of plates : illustrations (some color) ; 24 cm

Place of Publication:

Chichester, England ; Hoboken, NJ : J. Wiley, [2007]

Summary:

The book gives an introduction to the field of image analysis using hyperspectral techniques, and includes definitions and instrument descriptions. Other imaging topics that are covered are segmentation, regression and classification. The book discusses how high quality images of large data files can be structured and archived. Imaging techniques also demand accurate calibration, and are covered in sections about multivariate calibration techniques. The book explains the most important instruments for hyperspectral imaging in more technical detail. A number of applications from medical and chemical imaging are presented and there is an emphasis on data analysis including modeling, data visualization, model testing and statistical interpretation.

Notes:

Includes bibliographical references and index.

ISBN:

9780470010860

047001086X

OCLC:

84150890

Online:

Publisher description

Contributor biographical information