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Book Cover
E-book

Title Frontiers of remote sensing information processing / editor, C.H. Chen
Published Singapore ; River Edge, NJ : World Scientific, 2003

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Description 1 online resource (xiii, 614 pages) : illustrations (some color)
Contents Introduction. ch. 1. Remote sensing sensors: capabilities and information processing requirements / John Richards -- ch. 2. Transform methods in remote sensing information processing / C.H. Chen -- Data mining. ch. 3. Scene modeling and image mining with A Visual grammar / Selim Aksoy ... [et al -- ch. 4. A shape-based approach to change detection and information mining in remote sensing / Jiang Li, Ram M. Narayanan and Peter Z. Revesz -- SAR image processing. ch. 5. A review of polarization orientation angle estimation from polarimetric SAR data / Jong-Sen Lee, Dale L. Schuler and Thomas L. Ainsworth -- ch. 6. Unsupervised classification of natural scenes from polarimetric interferometric SAR data / L. Ferro-Famil, E. Pottier and J.S. Lee -- Wavelet analysis and applications. ch. 7. Wavelet analysis of satellite images in ocean applications / Antony K. Liu, Sunny Y. Wu and Yunhe Zhao -- ch. 8. Wavelet-based SAR speckle filters / Hua Xie, Leland Pierce and Fawwaz Ulaby -- ch. 9. A wavelet representation of multispectral images / Paul Scheunders -- Military applications of remote sensing. ch. 10. Automating the estimation of various meteorological parameters using satellite data and machine learning techniques / R.L. Bankert [and others] -- Microwave remote sensing. ch. 11. Reconstruction and resolution enhancement techniques for microwave sensors / David G. Long -- Statistical pattern recognition. ch. 12. Advanced classification techniques: partially supervised approaches / Lorenzo Bruzzone and Roberto Cossu -- ch. 13. Nearest neighbor decision rule for pixel classification in remote sensing / Szymon Grabowski, Adam Jóźwik, C.H. Chen -- ch. 14. Unsupervised segmentation of hyperspectral images using Gauss-Markov random fields and PCA / C.H. Chen and Hao Chen -- Automatic target segmentation
Ch. 15. Multisensor automatic target segmentation / Mark R. Stevens and Magnús Snorrason -- Neural networks. ch. 16. Category classification using neural networks / Michifumi Yoshioka, Toru Fujinaka and Sigeru Omatsu -- ch. 17. Application of multiresolution remote sensing image analysis and neural techniques to power lines surveillance / Elisabetta Binaghi, Ignazio Gallo and Monica Pepe -- Change detection. ch. 18. Advances in unsupervised change detection / Gabriele Moser, Farid Melgani and Sebastiano B. Serpico -- Seismic signal processing. ch. 19. Remote detection using dual sensors / Enders A. Robinson -- ch. 20. Edge-preserving smoothing for enhancing 3-D seismic images / Yi Luo [and others] -- ch. 21. Imaging seismic reflection data at the correct depth without specifying an accurate velocity model: initial numerical examples of an inverse scattering subseries / Simon A. Shaw and Authur B. Weglein -- Time series prediction. ch. 22. Seasonality extraction from time-series of satellite sensor data / Per Jönsson and Lars Eklundh -- Image compression. ch. 23. Near-lossless compression of remote sensing data / Bruno Aiazzi [and others] -- Emerging topics. ch. 24. Image enhancement in ground penetrating radar signal processing to detect landmines / Xiaoyin Xu and Eric L. Miller -- ch. 25. Infra-red image processing / Margaret J. Varga and Paul Ducksbury -- ch. 26. Hyperspectral imaging analysis and applications / Su May Hsu, Hsiao-Hua Burke and Michael K. Griffin
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Remote sensing -- Data processing
Image processing.
Signal processing.
Knowledge acquisition (Expert systems)
image processing.
TECHNOLOGY & ENGINEERING -- Remote Sensing & Geographic Information Systems.
Image processing
Knowledge acquisition (Expert systems)
Remote sensing -- Data processing
Signal processing
Form Electronic book
Author Chen, C. H. (Chi-hau), 1937-
ISBN 9789812796752
9812796754
1281956147
9781281956149
Other Titles Remote sensing information processing