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" Image Analysis, Classification, and Change Detection in Remote Sensing : "
Morton J Canty
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BL
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| Record Number
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717373
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| Doc. No
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b537059
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| Main Entry
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Morton J Canty
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| Title & Author
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Image Analysis, Classification, and Change Detection in Remote Sensing : : With Algorithms for ENVI/IDL, Second Edition.\ Morton J Canty
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| Edition Statement
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2nd ed
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| Publication Statement
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Hoboken: CRC Press, 2011
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| Page. NO
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(474 pages)
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| ISBN
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1420087142
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: 9781420087147
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| Contents
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Front cover; Contents; Preface to the Second Edition; Preface to the First Edition; Chapter 1. Images, Arrays, and Matrices; Chapter 2. Image Statistics; Chapter 3. Transformations; Chapter 4. Filters, Kernels, and Fields; Chapter 5. Image Enhancement and Correction; Chapter 6. Supervised Classification: Part 1; Chapter 7. Supervised Classification: Part 2 ; Chapter 8. Unsupervised Classification; Chapter 9. Change Detection; Appendix A: Mathematical Tools; Appendix B: Efficient Neural Network Training Algorithms; Appendix C: ENVI Extensions in IDL; Appendix D: Mathematical Notation.
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| Abstract
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Covers such topics as basic Fourier transforms, wavelets, principle components, minimum noise fraction transformation, and othorectification. This book also discusses panchromatic sharpening, explores multivariate change detection, and examines supervised and unsupervised land cover classification and hyperspectral analysis.
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| Subject
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Image analysis -- Data processing.
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| Subject
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Image analysis -- Mathematics.
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| Subject
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Remote sensing -- Mathematics.
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| LC Classification
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G70.4M678 2011
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| Added Entry
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Morton J Canty
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