Optical remote sensing: advances in signal processing and exploitation techniques / ed. by S.Prasad, L.M.Bruce, J.Chanussot. - Berlin; Heidelberg: Springer, 2011. - vii, 341 p.: ill. - (Augmented vision and reality; 3). - Incl. bibl. ref. - ISBN 978-3-642-14211-6  Место хранения:   084 | Конструкторско-технологический институт научного приборостроения CO РАН | Новосибирск

Оглавление / Contents

Introduction .................................................... 1 Saurabh Prasad, Lori M. Bruce and Jocelyn Chanussot Hyperspectral Data Compression Tradeoff ......................... 9 Emmanuel Christophe Reconstructions from Compressive Random Projections of Hyperspectral Imagery .......................................... 31 James E. Fowler and Qian Du Integrated Sensing and Processing for Hyperspectral Imagery .... 49 Robert Muise and Abhijit Mahalanobis Color Science and Engineering for the Display of Remote Sensing Images ................................................. 65 Maya R. Gupta and Nasiha Hrustemovic An Evaluation of Visualization Techniques for Remotely Sensed Hyperspectral Imagery ................................... 81 Shangshu Cai, Robert Moorhead and Qian Du A Divide-and-Conquer Paradigm for Hyperspectral Classification and Target Recognition .......................... 99 Saurabh Prasad and Lori M. Bruce The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images .......................... 123 Mauro Dalla Mura, Jon Atli Benediktsson, Jocelyn Chanussot and Lorenzo Bruzzone Decision Fusion of Multiple Classifiers for Vegetation Mapping and Monitoring Applications by Means of Hyperspectral Data ............................................ 147 Karoly Livius Bakos, Prashanth Reddy Marpu and Paolo Gamba A Review of Kernel Methods in Remote Sensing Data Analysis .... 171 Luis Gómez-Chova, Jordi Muñoz-Marí, Valero Laparra, Jesus Malo-López and Gustavo Camps-Valls Exploring Nonlinear Manifold Learning for Classification of Hyperspectral Data ......................................... 207 Melba M. Crawford, Li Ma and Wonkook Kim Recent Developments in Endmember Extraction and Spectral Unmixing ...................................................... 235 Antonio Plaza, Gabriel Martín, Javier Plaza, Maciel Zortea and Sergio Sánchez Change Detection in VHR Multispectral Images: Estimation and Reduction of Registration Noise Effects ................... 269 Lorenzo Bruzzone, Silvia Marchesi and Francesca Bovolo Effects of the Spatial Enhancement of Hyperspectral Images on the Distribution of Spectral Classes ....................... 301 Andrea Garzelli and Luca Capobianco Fusion of Optical and SAR Data for Seismic Vulnerability Mapping of Buildings .......................................... 329 Diego Polli and Fabio Dell'Acqua