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Interactive wavelet processing and techniques applied to digital mammography

Iztok Koren; Andrew F. Laine; Fred Taylor; Michael Lewis

Title:
Interactive wavelet processing and techniques applied to digital mammography
Author(s):
Koren, Iztok
Laine, Andrew F.
Taylor, Fred
Lewis, Michael
Date:
Type:
Articles
Department:
Biomedical Engineering
Permanent URL:
Notes:
The 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing : conference proceedings, May 7-10, 1996, Marriott Marquis Hotel, Atlanta, Georgia, USA, vol. 3 (Piscataway, NJ : IEEE, 1996), pp. 1415-1418.
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.
Subject(s):
Biomedical engineering
Publisher DOI:
http://dx.doi.org/10.1109/ICASSP.1996.543926
Item views:
179
Metadata:
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