Title :
Linear scalar quantization of wavelet image decomposition using joint optimization
Author :
Abdelfattah, Riadh ; Rioul, Olivier ; Duhame, P.
Author_Institution :
URISA, Ecole Super. des Commun., Ariana
Abstract :
This paper proposes a new linear scalar quantization algorithm. A modified Lloyd´s optimum algorithm, based on a linear quantization, is proposed to decompose a memory-less source into the bits. This is the case of the considered source which is the output of the wavelet transformation. The developed algorithm gives acceptable results for generalized Gaussian sources. Our approach is compared with the Lloyd max one´s and a second one where the quantization intervals are equiprobable.
Keywords :
Gaussian processes; image coding; optimisation; vector quantisation; wavelet transforms; generalized Gaussian source; linear scalar quantization; linear scalar quantization algorithm; memory-less source; modified Lloyd optimum algorithm; quantization interval; wavelet image decomposition; wavelet transformation; Algorithm design and analysis; Image coding; Image communication; Image decomposition; Iterative algorithms; Iterative decoding; Low pass filters; Source coding; Telephony; Vector quantization;
Conference_Titel :
Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on
Conference_Location :
Gammarth
Print_ISBN :
978-9972-61-100-1
Electronic_ISBN :
978-9972-61-100-1
DOI :
10.1109/ICECS.2005.4633410