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Remote sensing image classification in R

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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 refence 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 chapter. Chapter 1, introduces remote sensing digital image processing in R, while Chapter 2 covers pree-processing, Chapter 3 focuses on image image transformation, and Chapter 4 addresses image classification. Lastly, Chapher 5 deals with improving image classification.
R is advantageos in that it is open source software, available free of charge and icludes several usefull features that are not available in commercial software packages. This book benefit all undergraduate and graduate students, researches, university teachers and other remote sensing practitioner 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

621.3678 COU r

Penerbit

Singapore : Springer., 2019

Deskripsi Fisik

xvii, 189 hlm. : illus. ; 24 cm.

Bahasa

Inggris

ISBN/ISSN

978-981-13-8011-2

Klasifikasi

621.3678

Tipe Isi

text

Tipe Media

other

Tipe Pembawa

unspecified

Edisi

-

Subjek

Penginderaan Jauh

Info Detail Spesifik

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Pernyataan Tanggungjawab

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Versi lain/terkait

Lampiran Berkas

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