Detection of breast cancer using wavelet transform and LBP algorithm

Today breast cancer is one of the dangerous diseases in all over the world. Early detection of breast cancer is affecting health and lives of women’s. Mammography is the best available radiological technique for early detection of breast cancer. In this paper we proposed a novel method base on combining wavelet transform and LBP algorithm. The proposed method archived accuracy of 96/2 for normal cancer and 94/7 for abnormal cancer.

Keywords:

Breast Cancer , Mammography , Clustering , Local Binary Pattern , Discrete wavelet transform , HARALICK feature