Introduction to Image Processing Using R

Learning by Examples
Buch | Softcover
87 Seiten
2013
Springer London Ltd (Verlag)
978-1-4471-4949-1 (ISBN)

Lese- und Medienproben

Introduction to Image Processing Using R - Alejandro C. Frery, Talita Perciano
58,84 inkl. MwSt
This book introduces the statistical software R to the image processing community in an intuitive and practical manner. Those who are new to the field of image processing and to R software will find this work a useful introduction.
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.

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.

Reihe/Serie SpringerBriefs in Computer Science
Zusatzinfo 17 Illustrations, color; 25 Illustrations, black and white; XV, 87 p. 42 illus., 17 illus. in color.
Verlagsort England
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Mathematik / Informatik Informatik Programmiersprachen / -werkzeuge
Informatik Theorie / Studium Compilerbau
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte Data Analysis • Image Analysis • Image Processing • R • Statistical Computing
ISBN-10 1-4471-4949-1 / 1447149491
ISBN-13 978-1-4471-4949-1 / 9781447149491
Zustand Neuware
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