Contrast-detail analysis of image degradation due to lossy compression.

Abstract:

:A contrast-detail (CD) experiment was performed to study the effect of lossy compression on computed radiographic (CR) images. Digital CR images of a phantom were compressed by quantizing the full-frame discrete cosine transform and Huffman encoding the result. Since low-contrast detectability is directly linked to an important radiological task, namely, the detection of noncalcified pulmonary nodules in adult chest radiographs, the goal of the study was to quantify any loss in low-contrast detectability due to compression. Compression ratios varied significantly among compressed images, despite the use of fixed compression parameters; detectability could be specified by a single parameter of a CD curve; there was no significant reduction in detectability for an average compression ratio of 11:1; and, there was a statistically significant degradation in detectability for an average compression ratio of 125:1.

journal_name

Med Phys

journal_title

Medical physics

authors

Cook LT,Insana MF,McFadden MA,Hall TJ,Cox GG

doi

10.1118/1.597489

subject

Has Abstract

pub_date

1995-06-01 00:00:00

pages

715-21

issue

6

eissn

0094-2405

issn

2473-4209

journal_volume

22

pub_type

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