Effect of wavelet bases on compressing digital mammograms

作者: Zeshang Yang , M. Kallergi , R.A. DeVore , B.J. Lucier , Wei Qian

DOI: 10.1109/51.464773

关键词:

摘要: The purposes of this paper are four-fold: (a) develop a variety wavelet methods, including standard, hyperbolic, and adaptive bases, for the compression high-resolution digital mammograms, (b) apply different levels to images determine dependence information loss on ratio, (c) qualitatively types artifacts errors introduced compressed reconstructed by various wavelets make relative comparison, (d) discriminate among bases select those worthy further analysis study. >

参考文章(23)
D H Davies, D R Dance, The automatic computer detection of subtle calcifications in radiographically dense breasts Physics in Medicine and Biology. ,vol. 37, pp. 1385- 1390 ,(1992) , 10.1088/0031-9155/37/6/014
Stephane G. Mallat, Multiresolution approximations and wavelet orthonormal bases of L^2(R) Transactions of the American Mathematical Society. ,vol. 315, pp. 69- 87 ,(1989) , 10.1090/S0002-9947-1989-1008470-5
Wei Qian, Laurence P. Clarke, Maria Kallergi, Huai D. Li, Robert P. Velthuizen, Robert A. Clark, Martin L. Silbiger, Tree-structured nonlinear filter and wavelet transform for microcalcification segmentation in mammography IS&T/SPIE's Symposium on Electronic Imaging: Science and Technology. ,vol. 1905, pp. 509- 520 ,(1993) , 10.1117/12.148665
Ji Chen, Michael J. Flynn, Effect of block size on image quality for compressed chest radiographs Medical Imaging VI: Image Capture, Formatting, and Display. ,vol. 1653, pp. 252- 260 ,(1992) , 10.1117/12.59504
James W. Sayre, Denise R. Aberle, Maria I. Boechat, Theodore R. Hall, H. K. Huang, Bruce K. T. Ho, Payam Kashfian, Guita Rahbar, Effect of data compression on diagnostic accuracy in digital hand and chest radiography Medical Imaging VI: Image Capture, Formatting, and Display. ,vol. 1653, pp. 232- 240 ,(1992) , 10.1117/12.59528
HEANG-PING CHAN, CARL J. VYBORNY, HEBER MacMAHON, CHARLES E. METZ, KUNIO DOI, EDWARD A. SICKLES, Digital Mammography: ROC Studies of the Effects of Pixel Size and Unsharp-Mask Filtering on the Detection of Subtle Microcalcifications Investigative Radiology. ,vol. 22, pp. 581- 589 ,(1987) , 10.1097/00004424-198707000-00010
Dennis L. Wilson, Compression for radiological images Medical Imaging VI: PACS Design and Evaluation. ,vol. 1654, pp. 130- 139 ,(1992) , 10.1117/12.60267
Isabelle E. Magnin, Olivier Baudin, Atilla M. Baskurt, D. Vray, Alain Bremond, Adaptive coding algorithm for a mammogram image database IS&T/SPIE's Symposium on Electronic Imaging: Science and Technology. ,vol. 1905, pp. 759- 765 ,(1993) , 10.1117/12.148687
G.R. Kuduvalli, R.M. Rangayyan, Performance analysis of reversible image compression techniques for high-resolution digital teleradiology IEEE Transactions on Medical Imaging. ,vol. 11, pp. 430- 445 ,(1992) , 10.1109/42.158947
J.M. Shapiro, Embedded image coding using zerotrees of wavelet coefficients IEEE Transactions on Signal Processing. ,vol. 41, pp. 3445- 3462 ,(1993) , 10.1109/78.258085