Remote sensing digital image analysis : an introduction / John A. Richards, Xiuping Jia.
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| Edition: | 4th ed. |
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| Published: |
Berlin :
Springer,
c2006.
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| Online Access: | |
| Main Author: | |
| Other Authors: | |
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| Format: | Book |
Table of Contents:
- 1. Sources and characteristics of remote sensing image data
- 2. Error correction and registration of image data
- 3. The interpretation of digital image data
- 4. Radiometric enhancement techniques
- 5. Geometric enhancement using image domain techniques
- 6. Multispectral transformations of image data
- 7. Fourier transformation of image data
- 8. Supervised classification techniques
- 9. Clustering and unsupervised classification
- 10. Feature reduction
- 11. Image classification methodologies
- 12. Multisource, multisensor methods
- 13. Interpretation of hyperspectral image data
- A. Missions and sensors
- B. Satellite altitudes and periods
- C. Binary representation of decimal numbers
- D. Essential results from vector and matrix algebra
- E. Some fundamental material from probability and statistics
- F. Penalty function derivation of the maximum likelihood decision rule.
