Colour image coding with matching pursuit in the spatio-frequency domain

Maciol, Ryszard, Yuan, Yuan and Nabney, Ian T. (2011). Colour image coding with matching pursuit in the spatio-frequency domain. Lecture Notes in Computer Science, 6978 , pp. 306-317.

Abstract

We present and evaluate a novel idea for scalable lossy colour image coding with Matching Pursuit (MP) performed in a transform domain. The idea is to exploit correlations in RGB colour space between image subbands after wavelet transformation rather than in the spatial domain. We propose a simple quantisation and coding scheme of colour MP decomposition based on Run Length Encoding (RLE) which can achieve comparable performance to JPEG 2000 even though the latter utilises careful data modelling at the coding stage. Thus, the obtained image representation has the potential to outperform JPEG 2000 with a more sophisticated coding algorithm.

Publication DOI: https://doi.org/10.1007/978-3-642-24085-0
Divisions: Engineering & Applied Sciences > Computer science
Engineering & Applied Sciences > Computer science research group
Engineering & Applied Sciences > Systems analytics research institute (SARI)
Additional Information: The original publication is available at www.springerlink.com
Uncontrolled Keywords: colour image coding,matching pursuit,wavelets,run length encoding
Full Text Link: http://www.spri ... 73g7m3p215gx345
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
Published Date: 2011-09
Authors: Maciol, Ryszard
Yuan, Yuan
Nabney, Ian T. ( 0000-0003-1513-993X)

Download

[img]

Access Restriction: Restricted to Repository staff only


Export / Share Citation


Statistics

Additional statistics for this record