Lossy JPEG Compression in Quantitative Angiography: the Role of X-ray Quantum Noise

被引:0
作者
Johannes Peter Fritsch
Rüdiger Brennecke
机构
[1] University Medical Center of the Johannes Gutenberg University,Department of Information Technology
[2] University Medical Center of the Johannes Gutenberg University,Department of Internal Medicine II
来源
Journal of Digital Imaging | 2011年 / 24卷
关键词
Image compression; angiography; coronary arteries; irreversible compression; quantitative coronary angiography; JPEG;
D O I
暂无
中图分类号
学科分类号
摘要
In medical imaging, contrary to applications in the consumer market, the use of irreversible or lossy compression is still in its beginnings. This is due to the suspected risk of compromising the diagnostic content. Many studies have been performed, but it was not until 2008 that national activities in different countries resulted in recommendations for the safe use of irreversible image compression in clinical practice. Quantitative coronary angiography (QCA), however, poses a special problem, since here a large variation in published maximum compression factors has strengthened the general concerns about the use of lossy techniques. Up to now, the reason for the variation has not been thoroughly investigated. Reasons for the discrepancies in published compression factors are determined in this study. Since JPEG compression reduces the quantum noise of the X-ray images, the impact of compression is overestimated when interpreting any change in local diameter as an error. By taking into consideration the quantitative effect of quantum noise in QCA, it is shown that the influence of JPEG compression can be neglected for compression factors up to ten at clinically applicable X-ray doses. This limit is comparable to that found by visual analysis for aesthetic image quality. Future studies on image compression effects should take the interaction with quantum noise explicitly into consideration.
引用
收藏
页码:516 / 527
页数:11
相关论文
共 140 条
[1]  
Seeram E(2006)Irreversible Compression in digital radiology. A literature review Radiography 12 45-59
[2]  
Bak PRG(2006)Will the use of Irreversible Compression become a standard of practice? SCAR News 18 10-37
[3]  
Loose R(2009)Compression of Digital Images in Radiology—Results of a Consensus Conference Fortschr Röntgenstr 181 32-1164
[4]  
Braunschweig R(1997)Lossy (15:1) JPEG compression of digital coronary angiograms does not limit detection of subtle morphological features Circulation 96 1157-696
[5]  
Kotter E(2000)American College of Cardiology/European Society of Cardiology international study of angiographic data compression phase III: Measurement of image quality differences at varying levels of data compression Eur Heart J 21 687-678
[6]  
Mildenberger P(2000)American College of Cardiology/European Society of Cardiology international study of angiographic data compression phase I: The effects of lossy data compression on recognition of diagnostic features in digital coronary angiography Eur Heart J 21 668-270
[7]  
Simmler R(1997)Diagnostic content of digital coronary arteriograms is unaffected by 12:1 image compression J Am Coll Cardiol 29 35A-135
[8]  
Wucherer M(1997)Effect of lossy data compression on quantitative coronary measurements Int J Card Imaging 13 261-200
[9]  
Baker WA(1996)Compression of digital coronary angiograms does not affect visual or quantitative assessment of coronary artery stenosis severity Am J Cardiol 78 131-686
[10]  
Hearne SE(1997)Impact of various compression rates on interpretation of digital coronary angiograms Int J Cardiol 60 195-444