Remote Sensing Image Classification in R
This book offers an introduction to remotely sensed image processing and classification in R using machine learning algorithms. It also provides a concise and practical reference tutorial, which equips readers to immediately start using the software platform and R packages for image processing and classification. This book is divided into five chapters. Chapter 1 introduces remote sensing digital image processing in R, while chapter 2 covers pre-processing. Chapter 3 focuses on image transforma…
Read More ↓Title Statements
- Full title :Remote Sensing Image Classification in R / by Courage Kamusoko.
Summary
This book offers an introduction to remotely sensed image processing and classification in R using machine learning algorithms. It also provides a concise and practical reference tutorial, which equips readers to immediately start using the software platform and R packages for image processing and classification. This book is divided into five chapters. Chapter 1 introduces remote sensing digital image processing in R, while chapter 2 covers pre-processing. Chapter 3 focuses on image transformation, and chapter 4 addresses image classification. Lastly, chapter 5 deals with improving image classification. R is advantageous in that it is open source software, available free of charge and includes several useful features that are not available in commercial software packages. This book benefits all undergraduate and graduate students, researchers, university teachers and other remote- sensing practitioners interested in the practical implementation of remote sensing in R.
Read More ↓Edition Statements
- Publication Date:2019.
- Edition:1st ed. 2019
Publication Statements
- Publisher(s):Imprint, Springer, Springer Singapore
- Place of Publication:Singapore
- Language:eng
- Publication Date:2019.
The Physical Object
- Description:1 online resource (XVIII, 189 pages 359 illustrations, 53 illustrations in color)
Edition Identifiers
- ISBN:9789811380129, 9811380120, 9789811380112, 9811380112, 9789811380136, 9811380139
- DOI:10.1007/978-981-13-8012-9
- oclc:on1223981073
- LC Classification:G70.39-70.6
- Dewey Decimal:910.285
Table of Contents
Dedication -- Preface -- Acknowledgements -- Acronyms and Abbreviations -- Chapter 1. Remote sensing Digital Image Processing in R -- Chapter 2. Pre-processing -- Chapter 3. Image Transformation, etc.
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