9781627053617-1627053611-Information Theory Tools for Image Processing (Synthesis Lectures on Computer Graphics and Animation)

Information Theory Tools for Image Processing (Synthesis Lectures on Computer Graphics and Animation)

ISBN-13: 9781627053617
ISBN-10: 1627053611
Edition: 1
Author: Miquel Feixas, Anton Bardera, Jaume Rigau, Qing Xu
Publication date: 2014
Publisher: Morgan & Claypool
Format: Paperback 148 pages
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Book details

ISBN-13: 9781627053617
ISBN-10: 1627053611
Edition: 1
Author: Miquel Feixas, Anton Bardera, Jaume Rigau, Qing Xu
Publication date: 2014
Publisher: Morgan & Claypool
Format: Paperback 148 pages

Summary

Information Theory Tools for Image Processing (Synthesis Lectures on Computer Graphics and Animation) (ISBN-13: 9781627053617 and ISBN-10: 1627053611), written by authors Miquel Feixas, Anton Bardera, Jaume Rigau, Qing Xu, was published by Morgan & Claypool in 2014. With an overall rating of 4.2 stars, it's a notable title among other books. You can easily purchase or rent Information Theory Tools for Image Processing (Synthesis Lectures on Computer Graphics and Animation) (Paperback) from BooksRun, along with many other new and used books and textbooks. And, if you're looking to sell your copy, our current buyback offer is $0.3.

Description

Information Theory (IT) tools, widely used in many scientific fields such as engineering, physics, genetics, neuroscience, and many others, are also useful transversal tools in image processing. In this book, we present the basic concepts of IT and how they have been used in the image processing areas of registration, segmentation, video processing, and computational aesthetics. Some of the approaches presented, such as the application of mutual information to registration, are the state of the art in the field. All techniques presented in this book have been previously published in peer-reviewed conference proceedings or international journals. We have stressed here their common aspects, and presented them in an unified way, so to make clear to the reader which problems IT tools can help to solve, which specific tools to use, and how to apply them. The IT basics are presented so as to be self-contained in the book. The intended audiences are students and practitioners of image processing and related areas such as computer graphics and visualization. In addition, students and practitioners of IT will be interested in knowing about these applications.

Table of Contents: Preface / Acknowledgments / Information Theory Basics / Image Registration / Image Segmentation / Video Key Frame Selection / Informational Aesthetics Measures / Bibliography / Authors' Biographies

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