Non Binary Local Gradient Contours for Face Recognition

3 Nov 2014Abdullah GubbiMohammad Fazle AzeemM Sharmila Kumari

As the features from the traditional Local Binary Patterns (LBP) and Local Directional Patterns (LDP) are found to be ineffective for face recognition, we have proposed a new approach derived on the basis of Information sets whereby the loss of information that occurs during the binarization is eliminated. The information sets expand the scope of fuzzy sets by connecting the attribute and the corresponding membership function value as a product... (read more)

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