Title :
Face Recognition Using Marginal Manifold Learning and SVM
Author :
Sun, Xia ; Wang, Ziqiang
Author_Institution :
Sch. of Inf. Sci. & Eng., Henan Univ. of Technol., Zhengzhou, China
Abstract :
Face recognition is one of the most challenging research topics in the field of pattern recognition and computer vision. To efficiently deal with this problem, a novel face recognition algorithm is proposed by using marginal manifold learning and SVM classifier. Extensive experiments show that the proposed algorithm performs much better than other well-known face recognition algorithms.
Keywords :
face recognition; support vector machines; SVM; computer vision; face recognition; marginal manifold learning; pattern recognition; Face recognition; Information analysis; Information science; Linear discriminant analysis; Manifolds; Pattern recognition; Principal component analysis; Scattering; Support vector machine classification; Support vector machines;
Conference_Titel :
Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
Conference_Location :
Nanchang
Print_ISBN :
978-0-7695-3859-4
DOI :
10.1109/IITA.2009.66
