The Impact of Pixel Resolution, Integration Scale, Preprocessing, and Feature Normalization on Texture Analysis for Mass Classification in Mammograms

Texture analysis methods are widely used to characterize breast masses in mammograms. Texture gives information about the spatial arrangement of the intensities in the region of interest. This information has been used in mammogram analysis applications such as mass detection, mass classification, a...

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Bibliographic Details
Main Authors: Mohamed Abdel-Nasser, Jaime Melendez, Antonio Moreno, Domenec Puig
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:International Journal of Optics
Online Access:http://dx.doi.org/10.1155/2016/1370259