Yingjie Xia

Work place: School of Information Science and Engineering, University of Jinan, Jinan, China

E-mail: ise_xiayj@ujn.edu.cn


Research Interests: Pattern Recognition, Image Compression, Image Manipulation, Image Processing


Yingjie   Xia,   born   in   Jinan,   Shandong Province,   China,   in   November   1978.   He received  the  Bachelor’s  degree  in  computer science  and  technology  from  University  of Jinan  in  2001.  In  the  same  year,  he  started working as a teacher at School of Information Science and Engineering, University of Jinan. In 2007, he received Master degree in computer application in School of Information Science and Engineering, University of Jinan. His major is image processing, pattern recognition and 3-D reconstruction,  he  has  published  over  5  papers,  and  2  were indexed by EI.

Author Articles
Research on Feature Matching of Multi-pose Face Based on SIFT

By Yingjie Xia Yanbin Han Jinping Li Rui Chen

DOI: https://doi.org/10.5815/ijieeb.2010.01.03, Pub. Date: 8 Nov. 2010

Feature matching based on multi-pose faces has become more important in recent years. And it can be used in many fields, such as video monitoring, identity recognition, and so on. In this paper, SIFT algorithm is combined with AdaBoost algorithm, and a method of feature matching based on a multi-pose face is established. Firstly, the face region is extracted from multi-pose face images by AdaBoost. Secondly, SIFT characteristic vectors of the main regions are extracted and matched. The images of the ORL face DB are used in this paper, and some pictures taken in the experiment are used too. The matching results are acceptable and reasonable. Based on multi-pose face, it can be used to research face feature matching, face recognition, video monitoring and 3-D face reconstruction.

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