Anton Bardera's Books

Information Theory Tools for Visualization

By: Min Chen,Miquel Feixas,Ivan Viola,Anton Bardera,Han-Wei Shen,Mateu Sbert

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Information Theory Tools for Visualization

By: Min Chen,Miquel Feixas,Ivan Viola,Anton Bardera,Han-Wei Shen,Mateu Sbert

This book explores Information theory (IT) tools, which have become state of the art to solve and understand better many of the problems in visualization. This book covers all relevant literature up to date. It is the first book solely devoted to this subject, written by leading experts in the field.

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Page Count

146

Publisher

CRC Press

Published Date

ISBN 10

1315352230

ISBN 13

9781315352237

Information Theory Tools for Image Processing

By: Miquel Feixas,Anton Bardera,Jaume Rigau,Qing Xu

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Information Theory Tools for Image Processing

By: Miquel Feixas,Anton Bardera,Jaume Rigau,Qing Xu

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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