Irreversible compression of medical images

被引:56
作者
Erickson, BJ [1 ]
机构
[1] Mayo Clin & Mayo Fdn, Dept Radiol, Rochester, MN 55905 USA
关键词
data compression; wavelets; JPEG;
D O I
10.1007/s10278-002-0001-z
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
The volume of data from medical imaging is growing at exponential rates, matching or exceeding the decline in the costs of digital data storage. While methods to reversibly compress image data do exist, current methods only achieve modest reductions in storage requirements. Irreversible compression can achieve substantially higher compression ratios without perceptible image degradation. These techniques are routinely applied in teleradiology, and often in Picture Archiving and Communications Systems, The practicing radiologist needs to understand how these compression techniques work and the nature of the degradation that occurs in order to optimize their medical practice. This paper describes the technology and artifacts commonly used in irreversible compression of medical images.
引用
收藏
页码:5 / 14
页数:10
相关论文
共 47 条
[1]   THE EFFECT OF IRREVERSIBLE IMAGE COMPRESSION ON DIAGNOSTIC-ACCURACY IN THORACIC IMAGING [J].
ABERLE, DR ;
GLEESON, F ;
SAYRE, JW ;
BROWN, K ;
BATRA, P ;
YOUNG, DA ;
STEWART, BK ;
HO, BKT ;
HUANG, HK .
INVESTIGATIVE RADIOLOGY, 1993, 28 (05) :398-403
[2]   Image coding using wavelet transform [J].
Antonini, Marc ;
Barlaud, Michel ;
Mathieu, Pierre ;
Daubechies, Ingrid .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (02) :205-220
[3]  
BARTEN PGJ, 1991, SPIE P, V1453, P2
[4]   DATA-COMPRESSION OF X-RAY CARDIO-ANGIOGRAPHIC IMAGE SERIES [J].
BREEUWER, M ;
HEUSDENS, R ;
GUNNEWIEK, RK ;
ZWART, P ;
HAAS, HPA .
INTERNATIONAL JOURNAL OF CARDIAC IMAGING, 1995, 11 :179-186
[5]   Image compression in digital mammography: Effects on computerized detection of subtle microcalcifications [J].
Chan, HP ;
Lo, SCB ;
Niklason, LT ;
Ikeda, DM ;
Lam, KL .
MEDICAL PHYSICS, 1996, 23 (08) :1325-1336
[6]  
CLUNIE DA, 1995, AM J NEURORADIOL, V16, P1435
[7]   EVALUATING QUALITY OF COMPRESSED MEDICAL IMAGES - SNR, SUBJECTIVE RATING, AND DIAGNOSTIC-ACCURACY [J].
COSMAN, PC ;
GRAY, RM ;
OLSHEN, RA .
PROCEEDINGS OF THE IEEE, 1994, 82 (06) :919-932
[8]  
DONOHO DL, 1994, CR ACAD SCI I-MATH, V319, P1317
[9]   Clinical use of lossy image compression in digital angiography [J].
Elion, JL ;
Whiting, JS .
AMERICAN JOURNAL OF CARDIOLOGY, 1996, 78 (02) :219-220
[10]  
ERICKSON B, 2000, EFFECTS IRREVERSIBLE