Robust face recognition from a single training image per person with Kernel-based SOM-face

CASIA OpenIR > 09年以前成果

	Robust face recognition from a single training image per person with Kernel-based SOM-face
	Tan, XY ; Chen, SC; Zhou, ZH ; Zhang, FY ; Yin, FL ; Wang, J; Guo, CG
发表期刊	ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1
	2004
卷号	3173 页码:858-863
文章类型	Article
摘要	In this paper, a kernel-based SOM-face method is proposed to recognize expression variant faces under the situation of only one training image per person. Based on the localization of the face, an unsupervised kernel-SOM learning procedure is carried out to capture the common local features and the non-Euclidean structure of the image data, so that a compact and robust representation of the face can be obtained. Experiments on the FERET face database show that the Kernel-based SOM-face method can obtain higher recognition performance than the regular SOM-face method.
WOS标题词	Science & Technology ; Technology
关键词[WOS]	ALGORITHMS ; EIGENFACES
收录类别	ISTP ; SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号	WOS:000223492600141
引用统计	被引频次：6[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/8926
专题	09年以前成果
作者单位	1.Nanjing Univ, Natl Lab Novel Software Technol, Nanjing 210093, Peoples R China 2.Nanjing Univ Aeronaut & Astronaut, Dept Comp Sci & Engn, Nanjing 210016, Peoples R China 3.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Tan, XY,Chen, SC,Zhou, ZH,et al. Robust face recognition from a single training image per person with Kernel-based SOM-face[J]. ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1,2004,3173:858-863.
APA	Tan, XY.,Chen, SC.,Zhou, ZH.,Zhang, FY.,Yin, FL.,...&Guo, CG.(2004).Robust face recognition from a single training image per person with Kernel-based SOM-face.ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1,3173,858-863.
MLA	Tan, XY,et al."Robust face recognition from a single training image per person with Kernel-based SOM-face".ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1 3173(2004):858-863.