E Book

Remote Sensing Image Classification in R

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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.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

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Penerbit

Singapore : Springer., 2019

Deskripsi Fisik

XVIII, 189 p. 359 illus., 53 illus. in color.online resource.

Bahasa

English

ISBN/ISSN

9789811380129

Klasifikasi

910.285

Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

1st ed.

Subjek

Computer programming.
Programming Techniques.
Remote sensing.
Remote Sensing/Photogrammetry.
Environmental geography.

Info Detail Spesifik

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Pernyataan Tanggungjawab

Courage Kamusoko.

Versi lain/terkait

Lampiran Berkas

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