TY - BOOK AU - Frery,Alejandro C. AU - Perciano,Talita ED - SpringerLink (Online service) TI - Introduction to Image Processing Using R: Learning by Examples T2 - SpringerBriefs in Computer Science, SN - 9781447149507 AV - TA1637-1638 U1 - 006.6 23 PY - 2013/// CY - London PB - Springer London, Imprint: Springer KW - Computer science KW - Programming languages (Electronic computers) KW - Image processing KW - Computer Science KW - Image Processing and Computer Vision KW - Programming Languages, Compilers, Interpreters N1 - 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 N2 - 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 UR - http://dx.doi.org/10.1007/978-1-4471-4950-7 ER -