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Proceedings Paper

Derivate statistics for Karhunen-Loeve transform
Author(s): Pavel Hanzlík; Petr Páta
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Paper Abstract

This paper introduces video compression and image processing methods for fast multimedia channels. Standards designed for image and video coding (JPEG2000, MPEG-4 and MPEG-7), being not strictly defined, present a large field for further experiments and improvements. Our method was developed on fundamentals of Vector Quantization (VQ) and the most advantageous qualities of Karhunen-Loeve Transform (KLT) (known also as Principal Component Analysis - PCA). We also present a direct an idea of how to implement optical transform that can be used with accordance to the methods presented. Among other compression techniques, KLT optimality is discussed as a purpose for further improvement to the method.

Paper Details

Date Published: 18 April 2006
PDF: 7 pages
Proc. SPIE 6180, Photonics, Devices, and Systems III, 618020 (18 April 2006); doi: 10.1117/12.675849
Show Author Affiliations
Pavel Hanzlík, Czech Technical Univ. (Czech Republic)
Petr Páta, Czech Technical Univ. (Czech Republic)

Published in SPIE Proceedings Vol. 6180:
Photonics, Devices, and Systems III
Pavel Tománek; Miroslav Hrabovský; Miroslav Miler; Dagmar Senderákova, Editor(s)

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