Title :
Anisotropic enhancement of mammographic images
Author :
Boccignone, Giuseppe ; Picariello, Antonio
Author_Institution :
DIIIE, Salerno Univ., Italy
Abstract :
Filters for mammography based on anisotropic diffusion are introduced and evaluated with respect to well known filters adopted within this field. Results reported concern with images including microcalcifications. The performances of anisotropic filters are assessed both on the basis of figures of merit, allowing a preliminary quantitative enhancement evaluation, and according to goal-directed evaluation relying upon a simple segmentation module. Results indicate that proposed filters exhibit an effective and appealing behavior but they are subject to a more complex tuning, if compared to traditional filters
Keywords :
diagnostic radiography; filtering theory; image enhancement; image segmentation; medical image processing; anisotropic diffusion; anisotropic enhancement; filters; goal-directed evaluation; mammographic images; microcalcifications; preliminary quantitative enhancement evaluation; simple segmentation module; Anisotropic filters; Anisotropic magnetoresistance; Background noise; Breast; Filtering; Image analysis; Image segmentation; Low pass filters; Optical filters; Performance evaluation;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.546858