Name: Information Theory Tools for Image Processing (en Inglés)
SKU: 57050161
Price: 58.92 USD
Availability: InStock
Author: Feixas, Miquel ; Bardera, Anton ; Rigau, Jaume
ISBN: 9783031795541

portada Information Theory Tools for Image Processing (en Inglés)

Information Theory Tools for Image Processing (en Inglés)

Formato

Libro Físico

Autor

Editorial

Idioma

Inglés

N° páginas

148

Encuadernación

Tapa Blanda

ISBN13

9783031795541

N° edición

Categorías

Aplicaciones gráficas y multimedia
Bases de datos
Ciencias de la computación

Information Theory Tools for Image Processing (en Inglés)

Miquel Feixas (Autor) · Jaume Rigau (Autor) · Anton Bardera (Autor) · Springer · Tapa Blanda

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Reseña del libro "Information Theory Tools for Image Processing (en Inglés)"

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