Electronic Resource

Hyperspectral image fusion

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Hyperspectral Image Fusion is the first text dedicated to the fusion techniques for such a huge volume of data consisting of a very large number of images. This monograph brings out recent advances in the research in the area of visualization of hyperspectral data. It provides a set of pixel-based fusion techniques, each of which is based on a different framework and has its own advantages and disadvantages. The techniques are presented with complete details so that practitioners can easily implement them. It is also demonstrated how one can select only a few specific bands to speed up the process of fusion by exploiting spatial correlation within successive bands of the hyperspectral data. While the techniques for fusion of hyperspectral images are being developed, it is also important to establish a framework for objective assessment of such techniques. This monograph has a dedicated chapter describing various fusion performance measures that are applicable to hyperspectral image fusion. This monograph also presents a notion of consistency of a fusion technique which can be used to verify the suitability and applicability of a technique for fusion of a very large number of images. This book will be a highly useful resource to the students, researchers, academicians and practitioners in the specific area of hyperspectral image fusion, as well as generic image fusion.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

E1075

Penerbit

New York : Springer New York., 2013

Deskripsi Fisik

xvi, 191 hlm.

Bahasa

English

ISBN/ISSN

9781461474708

Klasifikasi

NONE

Tipe Isi

text

Tipe Media

computer

Tipe Pembawa

online resource

Edisi

-

Subjek

Data Mining
Pengolahan Gambar

Info Detail Spesifik

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Pernyataan Tanggungjawab

Subhasis Chaudhuri, Ketan Kotwal

Versi lain/terkait

Lampiran Berkas

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