Principles of Digital Image Processing

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Sprache: Englisch

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Beschreibung

This 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 with additional key concepts and methods in image processing. Features: practical examples and carefully constructed chapter-ending exercises; 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 applications; uses ImageJ; provides a supplementary website with the complete Java source code, test images, and corrections; additional presentation tools for instructors including a complete set of figures, tables, and mathematical elements.

Über den Autor

Dr. Wilhelm Burger is a faculty member of the University of Applied Sciences Upper Austria, Hagenberg, where he serves as Director of the Digital Media degree programs at the School of Informatics, Communications and Media.
Dr. Mark J. Burge is a scientist at the non-profit organization Noblis in Falls Church, VA, USA. His other publications include the Handbook of Iris Recognition.

Zusammenfassung

Presents advanced material in a practical and easily accessible manner without compromising on formal aspects

Combines theory and implementation in a coherent and highly transparent manner

Explains the applicability and performance of methods on illustrative examples and real images

Inhaltsverzeichnis

Introduction.- Automatic Thresholding.- Filters for Color Images.- Edge Detection in Color Images.- Edge-Preserving Smoothing Filters.- Fourier Shape Descriptors.- SIFT-Scale-Invariant Local Features.- Mathematical Symbols and Notation.- Vector Algebra and Calculus.- Statistical Prerequisites.- Gaussian Filters.- Color Space Transformations.

Details

Erscheinungsjahr:	2013
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Undergraduate Topics in Computer Science
Inhalt:	xiii 369 S. 19 s/w Illustr. 112 farbige Illustr. 369 p. 131 illus. 112 illus. in color.
ISBN-13:	9781848829183
ISBN-10:	1848829183
Sprache:	Englisch
Herstellernummer:	12541270
Einband:	Kartoniert / Broschiert
Autor:	Burger, Wilhelm Burge, Mark J.
Hersteller:	Springer Springer-Verlag London Ltd. Undergraduate Topics in Computer Science
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 178 x 20 mm
Von/Mit:	Wilhelm Burger (u. a.)
Erscheinungsdatum:	22.05.2013
Gewicht:	0,747 kg