Title : 
Realistic log-compressed law for ultrasound image recovery
         
        
            Author : 
Vegas-Sánchez-Ferrero, G. ; Martín-Martínez, D. ; Casaseca-de-la-Higuera, P. ; Cordero-Grande, L. ; Aja-Fernández, S. ; Martín-Fernández, M. ; Palencia, C.
         
        
            Author_Institution : 
Lab. de Procesado de Imagen, Univ. de Valladolid, Valladolid, Spain
         
        
        
        
        
        
            Abstract : 
A realistic log-compressed law for ultrasound images based on a real device is proposed. The model takes into account the linear behavior of the logarithmic amplifier for small signal gain which transforms image values in a different way as the classical models do. Additionally, for recovery purposes, a method for the estimation of the compression parameters is also proposed when a realistic log-compressed law is considered. Results with synthetic images show that the proposed method achieved a consistent Rayleigh parameter estimate with a very low error. Experiments with real images show that the inversion method is consistent through the whole acquisition process when parameters of the logarithmic amplifier are assumed constant.
         
        
            Keywords : 
biomedical ultrasonics; data compression; image coding; medical image processing; statistical distributions; Rayleigh parameter estimation; compression parameter estimation; inversion method; logarithmic amplifier; realistic log-compressed law; ultrasound image recovery; Conferences; Estimation; Image coding; Interpolation; Probabilistic logic; Speckle; Ultrasonic imaging; Speckle probability density; ultrasound log-compression; ultrasound speckle;
         
        
        
        
            Conference_Titel : 
Image Processing (ICIP), 2011 18th IEEE International Conference on
         
        
            Conference_Location : 
Brussels
         
        
        
            Print_ISBN : 
978-1-4577-1304-0
         
        
            Electronic_ISBN : 
1522-4880
         
        
        
            DOI : 
10.1109/ICIP.2011.6115877