Books > Computing & IT > Applications of computing > Image processing
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Hyperspectral Image Fusion (Paperback, 2013 ed.)
Loot Price: R3,545
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Hyperspectral Image Fusion (Paperback, 2013 ed.)
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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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