DocumentCode
3327937
Title
A study on quality level reproducibility for the usability of irreversible compression in radiological imaging
Author
Signoroni, Alberto ; Tonoli, Claudia ; Castiglioni, Isabella
Author_Institution
DEA\\, Univ. of Brescia, Brescia, Italy
fYear
2011
fDate
23-29 Oct. 2011
Firstpage
3144
Lastpage
3148
Abstract
Image compression is becoming a crucial theme in medical information management, due to the large high resolution image sets now requested and available from different imaging systems, thus requiring efficient local or remote image access. In order to achieve suitable image Compression Ratios (CR), lossless compression is no more sufficient, but the usability of irreversible compression is creating a serious and debating problem (also involving the main radiologists societies). In this work usability criteria for irreversible image compression have been derived for radiological applications (CT images). Criteria were based on objective image quality parameters, according to standardized CT image quality measurements, and on structural similarity measures. Results showed that it is possible to determine meaningful intervals of usage of compression algorithms with reproducible quality, irrespectively of case specific parameters. Such intervals are defined and rely on a coding strength parameter corresponding to state parameters which are observable in the selected compression technology.
Keywords
computerised tomography; data compression; image coding; medical image processing; radiology; coding strength parameter; compression algorithms; irreversible image compression ratio; medical information management; quality level reproducibility; radiological imaging; remote image access; standardized CT image quality measurements; Biomedical imaging; Biomedical measurements; Image coding; Irrigation; Linearity; Noise; Noise measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2011 IEEE
Conference_Location
Valencia
ISSN
1082-3654
Print_ISBN
978-1-4673-0118-3
Type
conf
DOI
10.1109/NSSMIC.2011.6152572
Filename
6152572
Link To Document