Introduction to Image Processing Using R: Learning by Examples

ISBN-13: 9781447149491 / Angielski / Miękka / 2013 / 87 str.

Alejandro C Frery

Opis

This book introduces the statistical software R to the image processing community in an intuitive and practical manner. R brings interesting statistical and graphical tools which are important and necessary for image processing techniques. Furthermore, it has been proved in the literature that R is among the most reliable, accurate and portable statistical software available. Both the theory and practice of R code concepts and techniques are presented and explained, and the reader is encouraged to try their own implementation to develop faster, optimized programs. Those who are new to the field of image processing and to R software will find this work a useful introduction. By reading the book alongside an active R session, the reader will experience an exciting journey of learning and programming.

Recenzje

From the reviews:

"This book addresses the basic use of R for image processing ... . The index is well designed and the presentation of the subject is adequate, given the short length of the chapters. Both professionals and students in image processing or statistical data analysis could use this book as a good guide to using R for image processing." (G. Albeanu, Computing Reviews, July, 2013)

Spis treści

Definitions and Notation

Image Data Formats and Color Representation

Reading and Writing Images with R: Generating High Quality Output

Contrast Manipulation

Filters in the Image Domain

Contrast Enhancement and Dimensionality Reduction by Principal