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Beschreibung
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.
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.
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.
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.
Über den Autor
Courage Kamusoko is a senior researcher at the Asia Air Survey, Japan. His expertise includes land use/cover change modeling, and the design and implementation of geospatial database management systems. His primary research interests are the analysis of remotely sensed images, land use/cover modeling, and machine learning. In addition to his focus on geospatial research and consultancy, he has also taught practical machine learning for geospatial analysis and modeling.
Zusammenfassung
Is a one-stop reference book on remote sensing image processing and classification, machine learning and R
Provides a desktop step-by-step reference tutorial, which helps readers to learn quickly
Is based on the free and open source software R
Inhaltsverzeichnis
Dedication.- Preface.- Acknowledgements.- Acronyms and Abbreviations.- Chapter 1. Remote sensing Digital Image Processing in R.- Chapter 2. Pre-processing.- Chapter 3. Image Transformation,etc.
Details
Erscheinungsjahr: | 2019 |
---|---|
Fachbereich: | Geografie |
Genre: | Geowissenschaften, Importe |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
xviii
189 S. 306 s/w Illustr. 53 farbige Illustr. 189 p. 359 illus. 53 illus. in color. |
ISBN-13: | 9789811380112 |
ISBN-10: | 9811380112 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: | Kamusoko, Courage |
Auflage: | 1st edition 2019 |
Hersteller: |
Springer Singapore
Springer Nature Singapore |
Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
Maße: | 241 x 160 x 17 mm |
Von/Mit: | Courage Kamusoko |
Erscheinungsdatum: | 15.08.2019 |
Gewicht: | 0,483 kg |
Über den Autor
Courage Kamusoko is a senior researcher at the Asia Air Survey, Japan. His expertise includes land use/cover change modeling, and the design and implementation of geospatial database management systems. His primary research interests are the analysis of remotely sensed images, land use/cover modeling, and machine learning. In addition to his focus on geospatial research and consultancy, he has also taught practical machine learning for geospatial analysis and modeling.
Zusammenfassung
Is a one-stop reference book on remote sensing image processing and classification, machine learning and R
Provides a desktop step-by-step reference tutorial, which helps readers to learn quickly
Is based on the free and open source software R
Inhaltsverzeichnis
Dedication.- Preface.- Acknowledgements.- Acronyms and Abbreviations.- Chapter 1. Remote sensing Digital Image Processing in R.- Chapter 2. Pre-processing.- Chapter 3. Image Transformation,etc.
Details
Erscheinungsjahr: | 2019 |
---|---|
Fachbereich: | Geografie |
Genre: | Geowissenschaften, Importe |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
xviii
189 S. 306 s/w Illustr. 53 farbige Illustr. 189 p. 359 illus. 53 illus. in color. |
ISBN-13: | 9789811380112 |
ISBN-10: | 9811380112 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: | Kamusoko, Courage |
Auflage: | 1st edition 2019 |
Hersteller: |
Springer Singapore
Springer Nature Singapore |
Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
Maße: | 241 x 160 x 17 mm |
Von/Mit: | Courage Kamusoko |
Erscheinungsdatum: | 15.08.2019 |
Gewicht: | 0,483 kg |
Sicherheitshinweis