Title :
A novel multimodal compression scheme based on a spiral insertion function in the wavelet domain
Author :
Boubchir, Larbi ; Brahimi, Tahar ; Fournier, Régis ; Naït-ali, Amine
Author_Institution :
Lab. Image Signaux et Syst. Intelligents (EA.3659), Univ. Paris-Est Creteil, Creteil, France
Abstract :
This paper presents a new variant of multimodal compression scheme based on a spiral insertion function in the wavelet domain. The main idea consists of inserting a decomposed signal into a decomposed image prior to a joint SPIHT compression process. The insertion phase is achieved in the detail sub-bands of the wavelet decomposition. The evaluation is assessed on both natural and medical images using objective and subjective comparison criteria. The experimental results showed the effectiveness of the proposed approach to obtain significant gains in terms of reconstructed signal (PRD %) and image (PSNR).
Keywords :
data compression; image coding; image reconstruction; medical image processing; wavelet transforms; PSNR; image decomposition; image reconstruction; joint SPIHT compression process; medical images; multimodal compression scheme; objective comparison criteria; signal decomposition; signal reconstruction; spiral insertion function; subjective comparison criteria; wavelet decomposition; wavelet domain; Biomedical imaging; Image coding; Image reconstruction; PSNR; Spirals; Wavelet transforms;
Conference_Titel :
Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-0381-1
Electronic_ISBN :
978-1-4673-0380-4
DOI :
10.1109/ISSPA.2012.6310698