Analysis of tissue abnormality and breast density in mammographic images using a uniform local directional pattern
We propose a simple and robust local descriptor of breast tissues in mammograms called ULDP. ULDP is evaluated in the task of mass/normal breast tissue classification. ULDP is evaluated in the task of breast tissue density classification. The results are comparable to the state-of-the-art methods on two databases.
breast density mammogram classification breast cancer feature extraction