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The acquisition and collection of hyperspectral data have become much easier and affordable, making hyperspectral image analysis to be one of the promising techniques in many applications including precise agriculture, environmental analysis, military surveillance, mineral exploration, urban investigation, e. Hyperspectral image analysis is aimed at engineers, chemists and other scientists who explore and model hyperspectral image data including development of classification models and predictive models. In the pharmaceutical, food and beverage, and process industries. This book reviews the cutting edge in algorithmic approaches addressing the challenges to robust hyperspectral image analytics, with a focus on new trends in machine learning and image processingunderstanding, and provides a comprehensive review of the cutting edge in hyperspectral image analysis. The hyperspectral image analysis toolbox (hiat) is intended for the analysis of hyperspectral and multispectral data. Hiat is a collection of functions that extend the capabilities of the matlab numerical computing environment. When i was first introduced to image analysis by paul geladi he referred to it as multivariate image analysis or mia. So when we released our image analysis package back in 2005 we called it miatoolbox.   for the sake of clarity, sections 4 structure of hyperspectral images, 5 general scheme to perform hyperspectral image analysis will be illustrated using a small part of the hyperspectral image presented in fig.

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