Automatic Hyperspectral Data Analysis

Name: Automatic Hyperspectral Data Analysis
Brand: VDM Verlag
SKU: 9783639255164
Price: 49.92 EUR
Availability: InStock

A machine learning approach to high dimensional feature extraction

Автор: Sildomar Monteiro

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

Изпращаме след 9-15 дни

49.92 € 97.64 лв

Advances in spectroscopy sensors have allowed the acquisition of ever-increasing volumes of data fro...

Информация за книгата

Автор

Sildomar Monteiro

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

108

EAN

9783639255164

ISBN

363925516X

Enbook ID

06832967

Издател

VDM Verlag

Теглоt

168

Размери

152 x 229 x 7

Пълно описание

Advances in spectroscopy sensors have allowed the acquisition of ever-increasing volumes of data from scenes, either remotely, by air- or space-borne devices, or locally, by hand-held spectrometers or stand-alone cameras. With this boom in the amount of data available has also come a greater need for extracting useful information efficiently and for developing automated methods for novel applications. Traditional approaches to spectral analysis often require a great deal of human effort and prior knowledge, and have difficulty in processing high dimensional data sets provided by new sensors. This book, therefore, provides an alternative approach to select relevant features from hyperspectral data utilizing machine learning to automate the analysis. The methods are developed in the context of two applications: in biomedical imaging and in precision agriculture. The techniques discussed should be useful to graduate students and researchers in computer science and engineering interested in hyperspectral imaging, remote sensing or optimization for high dimensional data.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Automatic Hyperspectral Data Analysis

A machine learning approach to high dimensional feature extraction

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също