A Perceptual Evaluation of JPEG 2000 Image Compression for Digital Mammography:Contrast-Detail Characteristics.

Autor: Suryanarayanan, Sakararaman, Karellas, Andrew, Vendatham, Srivivasan, Waldrop, Sandra M., D'Orsi, Carl J.
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Zdroj: Journal of Digital Imaging; Mar2004, Vol. 17 Issue 1, p54-70, 7p
Abstrakt: In this investigation the effect of JPEG 2000 compression on the contrast-detail (CD) characteristics of digital mammography images was studied using an alternative forced choice (AFC) technique. Images of a contrast-detail phantom, acquired using a clinical full-field digital mammography system, were compressed using a commercially available software product (JPEG 2000). Data compression was achieved at ratios of 1:1, 10:1, 20:1, and 30:1 and the images were reviewed by seven observers on a high-resolution display. Psychophysical detection characteristics were first computed by fitting perception data using a maximum-likelihood technique from which CD curves were derived at 50%, 62.5%, and 75% threshold levels. Statistical analysis indicated no significant difference in the perception of mean disk thickness up to 20:1 compression except for disk diameter of 1 mm. All other compression combinations exhibited significant degradation in CD characteristics. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index