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Image analysis, classification and change detection in remote sensing : with algorithms for envi / idl and Python / by Morton J. Canty.
- Format:
- Book
- Author/Creator:
- Canty, Morton John, author.
- Language:
- English
- Subjects (All):
- Remote sensing--Mathematics.
- Remote sensing.
- Image analysis--Mathematics.
- Image analysis.
- Physical Description:
- 1 online resource (542 p.)
- Edition:
- 3rd ed.
- Place of Publication:
- Boca Raton, FL : CRC Press, an imprint of Taylor and Francis, 2014.
- Language Note:
- English
- Summary:
- Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for ENVI/IDL and Python, Third Edition introduces techniques used in the processing of remote sensing digital imagery. It emphasizes the development and implementation of statistically motivated, data-driven techniques. The author achieves this by tightly interweaving theory, algorithms, and computer codes.
- Contents:
- Front Cover; Contents; Preface to the First Edition; Preface to the Second Edition; Preface to the Third Edition; List of Figures; Program Listings; 1. Images, Arrays, and Matrices; 2. Image Statistics; 3. Transformations; 4. Filters, Kernels and Fields; 5. Image Enhancement and Correction; 6. Supervised Classification Part 1; 7. Supervised Classification Part 2; 8. Unsupervised Classification; 9. Change Detection; A. Mathematical Tools; B. Efficient Neural Network Training Algorithms; C. ENVI Extensions in IDL; D. Python Scripts; Mathematical Notation; References; Color Insert
- Notes:
- Description based upon print version of record.
- Includes bibliographical references.
- Description based on print version record.
- ISBN:
- 0-429-10179-1
- 9780429101793
- OCLC:
- 900220471
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