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Image analysis, classification and change detection in remote sensing : with algorithms for Python /
"This fourth edition is focused on the development and implementation of statistically motivated, data-driven techniques through a tight interweaving of statistical and machine learning theory with algorithms and computer codes. The material is self-contained and illustrated with many programmi...
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| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press/Taylor & Francis Group,
2019.
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| Edition: | Fourth edition. |
| Subjects: | |
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| Summary: | "This fourth edition is focused on the development and implementation of statistically motivated, data-driven techniques through a tight interweaving of statistical and machine learning theory with algorithms and computer codes. The material is self-contained and illustrated with many programming examples. New in the fourth edition is an in-depth treatment of a recent Wishart distribution-based sequential change detection algorithm for polarimetric SAR image time series, as well as an introduction to deep learning in the context of supervised land-use classification. It includes Python (open source) versions of all of the main image analysis algorithms making it accessible to all readers"-- |
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| Physical Description: | xi, 509 p. : 24 cm . |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781138613225 (hardback : acidfree paper) |