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
2004
发表期刊ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1
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
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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Tan, XY]的文章
[Chen, SC]的文章
[Zhou, ZH]的文章
百度学术
百度学术中相似的文章
[Tan, XY]的文章
[Chen, SC]的文章
[Zhou, ZH]的文章
必应学术
必应学术中相似的文章
[Tan, XY]的文章
[Chen, SC]的文章
[Zhou, ZH]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。