Title :
A comparison of state-of-the-art technologies for irreversible compression of large medical datasets
Author :
Signoroni, Alberto ; Pezzoni, Mario ; Tonoli, Claudia ; Leonardi, Riccardo
Author_Institution :
Inf. Eng. Dept., Univ. of Brescia, Brescia, Italy
Abstract :
In this work we compare state-of-the-art 3D coding technologies which are suitable for compression of 3D (volumetric) medical imagery. Our aim is to assess the usage of these methods on representative large datasets, also keeping into account relevant features related to modern application requirements. This work wants to be a useful reference for those interested in medical image coding technologies evaluation and, more in general, in the interdisciplinary debate about the usage of irreversible compression technologies for an improved and cost effective handling of diagnostic imaging processes and infrastructures (PACS, teleradiology) involving large datasets. Reproducibility and possible extension of this study are guaranteed by the use of publicly available reference software and datasets.
Keywords :
data compression; image coding; medical image processing; 3D medical imagery compression; diagnostic imaging processes; irreversible compression technologies; irreversible large medical datasets compression; medical image coding technologies evaluation; publicly available reference software; state-of-the-art 3D coding technologies; Bit rate; Decoding; Encoding; Image coding; Medical diagnostic imaging; PSNR;
Conference_Titel :
Computer-Based Medical Systems (CBMS), 2012 25th International Symposium on
Conference_Location :
Rome
Print_ISBN :
978-1-4673-2049-8
DOI :
10.1109/CBMS.2012.6266301