E Book

Remote Sensing Image Classification in R



Dedication -- Preface -- Acknowledgements -- Acronyms and Abbreviations -- Chapter 1. Remote sensing Digital Image Processing in R -- Chapter 2. Pre-processing -- Chapter 3. Image Transformation,etc.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.


Ketersediaan

9789811380129Koleksi E BookTersedia

Informasi Detil

Judul Seri
-
No. Panggil
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Penerbit Springer : Singapore.,
Deskripsi Fisik
XVIII, 189 p. 359 illus., 53 illus. in color.online resource.
Bahasa
English
ISBN/ISSN
9789811380129
Klasifikasi
910.285
Tipe Isi
-
Tipe Media
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Tipe Pembawa
-
Edisi
1st ed.
Subyek
Info Detil Spesifik
-
Pernyataan Tanggungjawab

Informasi Lainnya

Anak judul
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Judul asli
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DOI/URL
https://doi.org/10.1007/978-981-13-8012-9

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Tidak tersedia versi lain




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