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Frontiers of remote sensing information processing /
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Singapore ; River Edge, NJ :
World Scientific,
2003.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.