Application Research of Gabor Filter and LPP Algorithms in Face Recognition

摘要：

An efficient algorithm for face recognition is proposed by combining Gabor filter, LPP Algorithm with support vector machine (SVM). In order to solve the high dimensions problem of face recognition, dimension is reduced by LPP. The obtained feature vector is input to SVM to efficiently identify the face. The proposed algorithm is test by ORL face database. Experimental results show that the proposed algorithm can efficiently identify the face, and the overall performance is better than the algorithm, which is based on only Gabor filter.

关键词： Gabor filter Locality Preserving Projections Face Recognition SVM

作者: Ping Hu

作者单位: Institute of Information Engineeringjinhua College of Profession and Technology, Jinhua ZheJiang,China

会议类型: 国际会议

会议名称: 2010 International Conference on Circuit and Signal Processing(2010年电路与信号处理国际会议 ICCSP 2010)

会议地点: 上海

会议语种:英文

页码: 39-41

在线出版日期: 2010-12-25（万方平台首次上网日期，不代表论文的发表时间）