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Principles of digital image processing : advanced methods

Autor: Wilhelm Burger; Mark Burge
Editorial: London ; New York : Springer, ©2013.
Serie: Undergraduate topics in computer science.
Edición/Formato:   Libro-e : Documento : Inglés (eng)Ver todas las ediciones y todos los formatos
Base de datos:WorldCat
Resumen:
This easy-to-follow textbook is the third of three volumes which provide a modern, algorithmic introduction to digital image processing, designed to be used both by learners desiring a firm foundation on which to build, and practitioners in search of critical analysis and concrete implementations of the most important techniques. This volume builds upon the introductory material presented in the first two volumes  Leer más
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Detalles

Género/Forma: Electronic books
Tipo de material: Documento, Recurso en Internet
Tipo de documento: Recurso en Internet, Archivo de computadora
Todos autores / colaboradores: Wilhelm Burger; Mark Burge
ISBN: 9781848829190 1848829191
Número OCLC: 843189235
Descripción: 1 online resource : ill.
Contenido: Introduction --
Automatic Thresholding --
Filters for Color Images --
Edge Detection in Color Images --
Edge-Preserving Smoothing Filters --
Fourier Shape Descriptors --
SIFT--Scale-Invariant Local Features.
Título de la serie: Undergraduate topics in computer science.
Responsabilidad: Wilhelm Burger, Mark J. Burge.
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Resumen:

This book offers key concepts and methods in image processing, examples and exercises, Java code and worked-out examples for easy inclusion in existing applications, and a supplementary website with  Leer más

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From the reviews: "The book is well written. The English is clear. The background for the algorithms are clearly explained. ... This book does a good job of describing the advanced topics. The Leer más

 
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schema:description"This easy-to-follow textbook is the third of three volumes which provide a modern, algorithmic introduction to digital image processing, designed to be used both by learners desiring a firm foundation on which to build, and practitioners in search of critical analysis and concrete implementations of the most important techniques. This volume builds upon the introductory material presented in the first two volumes (Fundamental Techniques and Core Algorithms) with additional key concepts and methods in image processing. Features and topics: Practical examples and carefully constructed chapter-ending exercises drawn from the authors' years of experience teaching this material Real implementations, concise mathematical notation, and precise algorithmic descriptions designed for programmers and practitioners Easily adaptable Java code and completely worked-out examples for easy inclusion in existing (and rapid prototyping of new) applications Uses ImageJ, the image processing system developed, maintained, and freely distributed by the U.S. National Institutes of Health (NIH) Provides a supplementary website with the complete Java source code, test images, and corrections--www.imagingbook.com Additional presentation tools for instructors including a complete set of figures, tables, and mathematical elements This thorough, reader-friendly text will equip undergraduates with a deeper understanding of the topic and will be invaluable for further developing knowledge via self-study. Wilhelm Burger, Ph.D., is the director of the Digital Media degree programs at the Upper Austria University of Applied Sciences at Hagenberg. Mark J. Burge, Ph.D., is a senior principal at MITRE in Washington, D.C."
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