Book Volume 3 2011

Optical Remote Sensing

Advances in Signal Processing and Exploitation Techniques

Editors:

ISBN: 978-3-642-14211-6 (Print) 978-3-642-14212-3 (Online)

Table of contents (15 chapters)

  1. Front Matter

    Pages i-viii

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    Chapter

    Pages 1-8

    Introduction

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    Chapter

    Pages 9-29

    Hyperspectral Data Compression Tradeoff

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    Chapter

    Pages 31-48

    Reconstructions from Compressive Random Projections of Hyperspectral Imagery

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    Chapter

    Pages 49-64

    Integrated Sensing and Processing for Hyperspectral Imagery

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    Chapter

    Pages 65-79

    Color Science and Engineering for the Display of Remote Sensing Images

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    Chapter

    Pages 81-98

    An Evaluation of Visualization Techniques for Remotely Sensed Hyperspectral Imagery

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    Chapter

    Pages 99-122

    A Divide-and-Conquer Paradigm for Hyperspectral Classification and Target Recognition

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    Chapter

    Pages 123-146

    The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images

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    Chapter

    Pages 147-170

    Decision Fusion of Multiple Classifiers for Vegetation Mapping and Monitoring Applications by Means of Hyperspectral Data

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    Chapter

    Pages 171-206

    A Review of Kernel Methods in Remote Sensing Data Analysis

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    Chapter

    Pages 207-234

    Exploring Nonlinear Manifold Learning for Classification of Hyperspectral Data

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    Chapter

    Pages 235-267

    Recent Developments in Endmember Extraction and Spectral Unmixing

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    Chapter

    Pages 269-299

    Change Detection in VHR Multispectral Images: Estimation and Reduction of Registration Noise Effects

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    Chapter

    Pages 301-327

    Effects of the Spatial Enhancement of Hyperspectral Images on the Distribution of Spectral Classes

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    Chapter

    Pages 329-341

    Fusion of Optical and SAR Data for Seismic Vulnerability Mapping of Buildings