DocumentCode :
3353381
Title :
Optimizing retinal image digitization for improved digital processing and visualization
Author :
Wilson, Mark ; Nemeth, Sheila C. ; Edwards, Ana ; Soliz, Peter
Author_Institution :
Kestrel Inst., Albuquerque, NM, USA
fYear :
2001
fDate :
2001
Firstpage :
91
Lastpage :
96
Abstract :
Determines if a relationship exists between quantitative measures of digital retinal image quality, such as contrast and spatial resolution, and perceptual preferences of human graders. Ad-hoc digitization of retinal 35-mm color slides is less than optimal due to the unusual light scattering properties of the retina. Quantitative and qualitative measures of contrast and entropy were calculated for two test images. The resolution was determined by a scanning procedure. A pairwise comparison technique was adopted for measuring the medical technician´s visual preference, and the results were analyzed using a formal quantitative methodology. The results showed that measures such as entropy and contrast generally correlated with the perceived image quality. A single, universally applicable set of scanning parameters was not found that would consistently produce the most preferred image for all image quality criteria
Keywords :
data visualisation; entropy; eye; human factors; image resolution; medical image processing; optimisation; visual perception; color slides; contrast; correlation; digital processing; digital retinal image quality; entropy; human graders; image quality criteria; image resolution; light scattering properties; medical technician; pairwise comparison technique; perceived image quality; perceptual preferences; qualitative measures; quantitative measures; retinal image digitization optimization; scanning parameters; scanning procedure; spatial resolution; visual preference; visualization; Biomedical imaging; Digital images; Entropy; Humans; Image quality; Lesions; Retina; Spatial resolution; Testing; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer-Based Medical Systems, 2001. CBMS 2001. Proceedings. 14th IEEE Symposium on
Conference_Location :
Bethesda, MD
ISSN :
1063-7125
Print_ISBN :
0-7695-1004-3
Type :
conf
DOI :
10.1109/CBMS.2001.941703
Filename :
941703
Link To Document :
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