Title :
Fusion of harmonic ultrasounds images and standards ultrasounds images modeled with human visual system
Author :
Besbes, Feten ; Besbes, H. ; Ben Amar, Chokri
Author_Institution :
REGIM Lab., Nat. Sch. of Eng. of Sfax, Sfax, Tunisia
Abstract :
Classical fusion techniques of medical images don´t take into consideration the subjective evaluations of doctors, although, perception represents a reliable and efficient evaluation criterion. The human visual system HVS is mathematically represented by the Contrast Sensitivity function (CSF) which defines the rates of visual contrast sensitivity through the variation of spatial frequencies. Thus, we propose new techniques in image fusion based on wavelet transformation of standard ultrasounds image and harmonic ultrasound, by modeling the CSF in the fusion process.
Keywords :
biomedical ultrasonics; image fusion; medical image processing; wavelet transforms; CSF modeling; HVS; contrast sensitivity function; doctor subjective evaluations; fusion techniques; harmonic ultrasounds images; human visual system; image fusion; medical images; perception; spatial frequencies; standards ultrasounds images; visual contrast sensitivity; wavelet transformation; Biomedical imaging; Harmonic analysis; Liver; Pancreas; Sensitivity; Standards; Ultrasonic imaging; Contrast Sensitivity Function (CSF); Human Visual System (HVS); fusion; harmonic ultrasounds image; standard ultrasounds image;
Conference_Titel :
Advanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on
Conference_Location :
Sousse
DOI :
10.1109/ATSIP.2014.6834598