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Image processing for remote sensing

Author: C H Chen
Publisher: Boca Raton : CRC Press/Taylor & Francis Group, ©2008.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Covers the mathematics methods for image processing in remote sensing. The coverage in this work includes the physics and mathematical algorithms of SAR images, a treatment of MRF-based remote  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: C H Chen
ISBN: 9781420066647 1420066641
OCLC Number: 156975365
Description: 380 pages, [20] pages of plates : illustrations (some color) ; 26 cm
Contents: 1. Polarimetric SAR Techniques for Remote Sensing of the Ocean Surface / Dale L. Schuler, Jong-Sen Lee and Dayalan Kasilingam --
2. MRF-Based Remote-Sensing Image Classification with Automatic Model Parameter Estimation / Sebastiano B. Serpico and Gabriele Moser --
3. Random Forest Classification of Remote Sensing Data / Sveinn R. Joelsson, Jon Atli Benediktsson and Johannes R. Sveinsson --
4. Supervised Image Classification of Multi-Spectral Images Based on Statistical Machine Learning / Ryuei Nishii and Shinto Eguchi --
5. Unsupervised Change Detection in Multi-Temporal SAR Images / Lorenzo Bruzzone and Francesco Bovolo --
6. Change-Detection Methods for Location of Mines in SAR Imagery / Maria Tales, Nasser Nasrabadi, Heesung Kwon and Carl White --
7. Vertex Component Analysis: A Geometric-Based Approach to Unmix Hyperspectral Data / Jose M.B. Dias and Jose M.P. Nascimento --
8. Two ICA Approaches for SAR Image Enhancement / Chi Hau Chen, Xianju Wang and Salim Chitroub --
9. Long-Range Dependence Models for the Analysis and Discrimination of Sea-Surface Anomalies in Sea SAR Imagery / Massimo Bertacca, Fabrizio Berizzi and Enzo Dalle Mese --
10. Spatial Techniques for Image Classification / Selim Aksoy --
11. Data Fusion for Remote-Sensing Applications / Anne H.S. Solberg --
12. Hermite Transform: An Efficient Tool for Noise Reduction and Image Fusion in Remote-Sensing / Boris Escalante-Ramirez and Alejandro A. Lopez-Caloca --
13. Multi-Sensor Approach to Automated Classification of Sea Ice Image Data / A.V. Bogdanov, S. Sandven, O.M. Johannessen, V. Yu. Alexandrov and L.P. Bobylev --
14. Use of the Bradley-Terry Model to Assess Uncertainty in an Error Matrix from a Hierarchical Segmentation of an ASTER Image / Alfred Stein, Gerrit Gort and Arko Lucieer --
15. SAR Image Classification by Support Vector Machine / Michifumi Yoshioka, Toru Fujinaka and Sigeru Omatu --
16. Quality Assessment of Remote-Sensing Multi-Band Optical Images / Bruno Aiazzi, Luciano Alparone, Stefano Baronti and Massimo Selva.
Responsibility: edited by C.H. Chen.
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