Introduction to Image Processing Using R Learning by Examples /

• Main Authors: Frery, Alejandro C. (Author), Perciano, Talita (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2013.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Programming languages (Electronic computers).; Image processing.; Computer Science.; Image Processing and Computer Vision.; Programming Languages, Compilers, Interpreters.

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...

Table of Contents:

• 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.