DocumentCode
661142
Title
Subband configuration of adaptive synthesis filter banks for image compression
Author
Nadeem, Aamer ; Yangyu Fan
Author_Institution
Sch. of Electron. & Inf., Northwestren Polytech. Univ., Xi´an, China
fYear
2013
fDate
10-12 Sept. 2013
Firstpage
303
Lastpage
307
Abstract
Subband coding is an efficient technique in image compression, where the same analysis and synthesis filters (either linear phase or non linear phase) are used in all subband levels. In adaptive synthesis filter banks, analysis section comprises of linear phase filters whereas, synthesis section manages a combination of linear phase and non linear filters (in form of delay filters). This paper addresses a novel approach of employing different filter sets for first two levels of subband tree in the synthesis section. It is suggested that synthesis delay filters exhibiting higher degree of deviations from the linear phase synthesis filters are suitable for subband level 1 whereas the delay filters having less deviations from the linear phase filters are appropriate for subband level 2 and linear phase filters are used in all the remaining subband levels. Such subband configuration of adaptive synthesis delay filters has shown reconstruction improvements in image compression.
Keywords
adaptive filters; channel bank filters; data compression; image coding; adaptive synthesis delay filters; adaptive synthesis filter banks; image compression; linear phase synthesis filters; nonlinear phase filters; subband coding; Adaptive filters; Delays; Filter banks; Image coding; Image reconstruction; Maximum likelihood detection; Nonlinear filters; Subband configurations; objective performance; reconstruction error; subband levels; synthesis delay filters;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Information Management (ICDIM), 2013 Eighth International Conference on
Conference_Location
Islamabad
Print_ISBN
978-1-4799-0613-0
Type
conf
DOI
10.1109/ICDIM.2013.6693968
Filename
6693968
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