IMAGE COMPRESSION BASED ON PYRAMID SUBBAND FILTERING

Citation
Cm. Kuo et al., IMAGE COMPRESSION BASED ON PYRAMID SUBBAND FILTERING, International journal of electronics, 78(3), 1995, pp. 449-461
Citations number
29
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
00207217
Volume
78
Issue
3
Year of publication
1995
Pages
449 - 461
Database
ISI
SICI code
0020-7217(1995)78:3<449:ICBOPS>2.0.ZU;2-8
Abstract
An efficient image compression method based on pyramid sub-band filter ing is presented. Gaussian and Laplacian pyramids are adopted to const ruct a sub-band filter. The filter is then used to decompose an origin al image signal into three sub-bands: low-frequency, middle frequency and high frequency. The sub-bands are separately encoded by different schemes according to the statistical characteristics of the sub-bands and the properties of the human visual system. Simulation results show that the compression efficiency is improved significantly.