Image Processing for Computer Graphics and...

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Sprache: Englisch

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Beschreibung

Image processing is concerned with the analysis and manipulation of images by computer. Providing a thorough treatment of image processing with an emphasis on those aspects most used in computer graphics, the authors concentrate on describing and analyzing the underlying concepts rather than on presenting algorithms or pseudocode. As befits a modern introduction to this topic, a good balance is struck between discussing the underlying mathematics and the main topics: signal processing, data discretization, the theory of colour and different colour systems, operations in images, dithering and half-toning, warping and morphing and image processing.

This second edition reflects recent trends in science andtechnology that exploit image processing in computer graphics and vision applications. Stochastic image models and statistical methods for image processing are covered as are: A modern approach and new developments in the area, Probability theory for image processing, Applications in image analysis and computer vision.

Zusammenfassung

Provides a modern introduction to both the underlying mathematics and the main concepts and techniques of the subject

Covers important modern techniques such as morphing and warping images as well as dithering, compositing, and other operations on images

Significantly expanded and revised, this second edition includes 5 new chapters and major changes throughout

Inhaltsverzeichnis

Signal Theory.- Random Processes.- Fundamentals of Color.- Color Systems.- Digital Images.- Operations on Images.- Sampling and Reconstruction.- Multiscale Analysis and Wavelets.- Probabilistic Image Models.- Color Quantization.- Digital Halftoning.- Image Compression.- Combining Images.- Warping and Morphing.- Image Systems.

Details

Erscheinungsjahr:	2014
Fachbereich:	Anwendungs-Software
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Texts in Computer Science
Inhalt:	xv 463 S.
ISBN-13:	9781447160151
ISBN-10:	1447160150
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Velho, Luiz Gomes, Jonas Frery, Alejandro C.
Übersetzung:	Levy, Silvio
Auflage:	2nd ed. 2009
Hersteller:	Springer London Springer-Verlag London Ltd. Texts in Computer Science
Maße:	235 x 155 x 27 mm
Von/Mit:	Luiz Velho (u. a.)
Erscheinungsdatum:	30.10.2014
Gewicht:	0,733 kg