DocumentCode :
1968205
Title :
Interactive wavelet processing and techniques applied to digital mammography
Author :
Koren, Iztok ; Laine, Andrew ; Taylor, Fred ; Lewis, Michael
Author_Institution :
Dept. of Electr. Eng., Florida Univ., Gainesville, FL, USA
Volume :
3
fYear :
1996
fDate :
7-10 May 1996
Firstpage :
1415
Abstract :
We present an interactive scheme for processing of digital mammograms relying upon a steerable dyadic wavelet transform. Coefficients of the translation and rotation-invariant transform are interactively processed before an inverse transform is applied. Analysis is carried out at dyadic scales and along arbitrary orientations. Local orientation is computed at each level of scale and spatial position and formulated into criteria for including or excluding specific orientations for contrast enhancement and enhancing locally radiating structures. Transform coefficients that were selected for contrast enhancement are modified by a piecewise linear enhancement function. The presented scheme is flexible enough to enable efficient position, scale, and orientation based interactive processing and analysis
Keywords :
diagnostic radiography; image enhancement; interactive systems; medical image processing; piecewise-linear techniques; wavelet transforms; breast cancer; contrast enhancement; digital mammography; dyadic scales; interactive analysis; interactive wavelet processing; local orientation; locally radiating structures; piecewise linear enhancement function; rotation invariant transform; spatial position; steerable dyadic wavelet transform; transform coefficients; translation invariant transform; Breast cancer; Cancer detection; Computer graphics; Discrete transforms; Discrete wavelet transforms; Information science; Mammography; Piecewise linear techniques; Spline; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
ISSN :
1520-6149
Print_ISBN :
0-7803-3192-3
Type :
conf
DOI :
10.1109/ICASSP.1996.543926
Filename :
543926
Link To Document :
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