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