Makeup-Invariant Face Recognition by combination of Local Binary Pattern and Dual-Tree Complex Wavelet Transform from Women’s Images
Paper ID : 1274-IST
1Hossein Moeini, 2Ali Moeini *, 3saeed mozafari
2Amirkabir University Of Technology
Facial makeup is one of the problems that are caused decrease in the performance of face recognition algorithms. In this paper, a novel method is proposed to handle facial makeup in face recognition. The combining of Local Binary Pattern (LBP) and Dual-Tree Complex Wavelet Transform (DT-CWT) is applied to face image for feature extraction. Then, by combining entire of LBP and DT-CWT feature vectors, the final feature vectors are generated and classified by the Support Vector Machine (SVM). Promising results were achieved for makeup-invariant face recognition on the available image database based on the present method compared to several state-of-the-art methods.
Face recognition; facial makeup, Dual-Tree complex wavelet transform, local binary pattern.