Analysis of asymmetry in mammograms via directional filtering with Gabor wavelets.

This paper presents a procedure for the analysis of left-right (bilateral) asymmetry in mammograms. The procedure is based upon the detection of linear directional components by using a multiresolution representation based upon Gabor wavelets. A particular wavelet scheme with two-dimensional Gabor f...

Полное описание

Библиографические подробности

Опубликовано в::	IEEE Transactions on medical imaging 20, 9 (2001).
Главный автор:	Ferrari, R.J
Формат:	Статья
Язык:	English
Предметы:	Gabor wavelets. Rose diagrams. Architectural distortion cases. Average classification accuracy rates. Directional filtering. Leave-one-out methodology. Mammograms asymmetry analysis. Medical diagnostic imaging. Varying tuning frequency.