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Source Coding

Part I of Fundamentals of Source and Video Coding

Thomas Wiegand, Heiko Schwarz
Livre broché | Anglais | Foundations and Trends(r) in Signal Processing | n° 10
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Description

Source Coding is the first part of the two-part monograph Fundamentals of Source and Video Coding by Wiegand and Schwarz. It is devoted to the fundamental subject of source coding. Source Coding is a standalone text and also forms the basis for the second part, which describes the application of sources coding techniques to video coding. Based on a simple and accessible presentation of the fundamentals of information and rate distortion theory, the authors describe the subjects of entropy coding and quantization as well as predictive and transform coding. All relevant source coding results that are required for the understanding of today's video compression algorithms are established. The emphasis is on source coding techniques that have become relevant for video coding in recent years. To illustrate the concepts and efficiency of the basic sources coding techniques, the authors provide numerous examples and experimental results for simple model sources. In addition to widely known results, the monograph also offers some elements that are new or rarely covered in references on source coding today, which include: - Huffman coding for variable-length symbol sequences and PIPE coding, - scalar quantization in combination with advanced entropy coding techniques, - a simple model for the rate distortion performance of entropy-constrained scalar quantization for Gaussian sources that is valid over the entire bit rate range, - a proof for the optimality of the Karhunen-Loève transform for Gaussian sources. Source Coding is suitable as a primary text for courses on this subject. It can also be used as a resource for teaching and as a comprehensive reference for professional engineers and academic researchers.

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Parties prenantes

Auteur(s) :
Editeur:

Contenu

Nombre de pages :
236
Langue:
Anglais
Collection :
Tome:
n° 10

Caractéristiques

EAN:
9781601984081
Date de parution :
05-01-11
Format:
Livre broché
Format numérique:
Trade paperback (VS)
Dimensions :
156 mm x 234 mm
Poids :
335 g

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