Title :
A Hybrid Scheme Coding Using SPHIT and Fractal for Mammography Image Compression
Author :
Nacéra, Benamrane ; Soumia, Bentorki
Author_Institution :
Dept. of Inf., USTOMB, Oran, Algeria
Abstract :
Medical imaging techniques produce very large amounts of data, that have to be transmitted or stored, and therefore, there is a need for image compression. Fractal image compression still suffers from a high encoding time. We propose a new optimization approach to reduce the time of fractal image encoding. This approach is a hybridization of the SPIHT algorithm and Jacquin-style coding scheme. Our approach was tested on mammography images of MIAS database.
Keywords :
data compression; fractals; image coding; mammography; medical image processing; optimisation; Jacquin-style coding scheme; MIAS database; SPIHT algorithm hybridization; encoding time; fractal image encoding; hybrid scheme coding; mammography image compression; medical imaging techniques; optimization approach; Approximation methods; Databases; Fractals; Image coding; Image reconstruction; Informatics; Wavelet transforms; Fractals; SPIHT; bi-orthogonal Wavelets transformed; compression; mammography images;
Conference_Titel :
Information Visualisation (IV), 2011 15th International Conference on
Conference_Location :
London
Print_ISBN :
978-1-4577-0868-8