Introduction to Video and Image Processing

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Sprache: Englisch

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Beschreibung

This textbook presents the fundamental concepts and methods for understanding and working with images and video in an unique, easy-to-read style which ensures the material is accessible to a wide audience. Exploring more than just the basics of image processing, the text provides a specific focus on the practical design and implementation of real systems for processing video data. Features: includes more than 100 exercises, as well as C-code snippets of the key algorithms; covers topics on image acquisition, color images, point processing, neighborhood processing, morphology, BLOB analysis, segmentation in video, tracking, geometric transformation, and visual effects; requires only a minimal understanding of mathematics; presents two chapters dedicated to applications; provides a guide to defining suitable values for parameters in video and image processing systems, and to conversion between the RGB color representation and the HIS, HSV and YUV/YCbCr color representations.

Über den Autor

Dr. Thomas B. Moeslund is an Associate Professor and Head of the Visual Analysis of People Lab at Aalborg University, Denmark, with more than 10 years of experience of teaching image and video processing. He is also co-editor of the Springer title Visual Analysis of Humans: Looking at People.

Zusammenfassung

Presents an unique focus on video processing

Focuses on the practical design and implementation of real systems for processing video data

Concise and accessible to a wide audience, without requiring a strong mathematical background

Includes supplementary material: [...]

Inhaltsverzeichnis

Introduction.- Image Acquisition.- Color Images.- Point Processing.- Neighborhood Processing.- Morphology.- BLOB Analysis.- Segmentation in Video Data.- Tracking.- Geometric Transformations.- Visual Effects.- Application Example: Edutainment Game.- Application Example: Coin Sorting using a Robot.- Bits, Bytes and Binary Numbers.- Mathematical Definitions.- Learning Parameters in Video and Image Processing Systems.- Conversion Between RGB and HSI.- Conversion Between RGB and HSV.- Conversion Between RGB and YUV/YCbCr.

Details

Erscheinungsjahr:	2012
Fachbereich:	Anwendungs-Software
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Undergraduate Topics in Computer Science
Inhalt:	xi 227 S. 110 s/w Illustr. 71 farbige Illustr. 227 p. 181 illus. 71 illus. in color.
ISBN-13:	9781447125020
ISBN-10:	1447125029
Sprache:	Englisch
Herstellernummer:	80044619
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Moeslund, Thomas B.
Hersteller:	Springer London Springer-Verlag London Ltd. Undergraduate Topics in Computer Science
Maße:	233 x 156 x 19 mm
Von/Mit:	Thomas B. Moeslund
Erscheinungsdatum:	23.01.2012
Gewicht:	0,41 kg

Artikel-ID: 106712526