Title :
Image compression based on color morphological pyramidal decomposition
Author :
Al-Otum, Hazem ; Al-Dwairi, Majed
Author_Institution :
EE Dept., Jordan Univ. of Sci. & Technol., Irbid
Abstract :
In this work, a pyramidal technique designed for color image compression is introduced, and, is based on a combination of a modified morphological pyramid and adaptive Vector Quantizer. This hierarchical structure gives an ability to produce high color image quality (35-48 dB) at low bit rates (0.1-0.9 bpp). The proposed scheme contains a multi-level pyramid based on modified morphological filters; then, the resulting pyramid levels are applied to a suitable 3D VQ encoder.
Keywords :
filtering theory; image coding; image colour analysis; vector quantisation; adaptive vector quantizer; color image quality; color morphological pyramidal decomposition; image compression; morphological filter; Bit rate; Color; Educational institutions; Filtering; Filters; Gray-scale; Image coding; Laplace equations; Pixel; Signal resolution;
Conference_Titel :
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-0778-1
Electronic_ISBN :
978-1-4244-1779-8
DOI :
10.1109/ISSPA.2007.4555288