Speed up robust features (SURF) with principal component analysis-support vector machine (PCA-SVM) for benign and malignant classifications

• Main Authors: Salleh, S., Mahmud, R., Rahman, H., Yasiran, S. S.
• Format: Article
• Published: Univ El Oued, Fac Science & Technology 2017
• Subjects: L Education (General); Q Science (General); T58.5-58.64 Information technology
• Online Access: http://eprints.utm.my/id/eprint/77516/; http://dx.doi.org/10.4314/jfas.v9i5s.44

A novel Computer Aided Diagnosis (CADx) component is proposed for breast cancer classifications. Four major phases were conducted in this research. The first phase is pre-processing, this is followed by features extraction phase by using the Speed Up Robust Features (SURF). The next phase is feature...