CASIA OpenIR  > 09年以前成果
Face recognition using overcomplete independent component analysis
Cheng, J; Lu, HQ; Chen, YW; Zeng, XY; Palade, V; Howlett, RJ; Jain, L
2003
发表期刊KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS
卷号2773页码:1443-1448
文章类型Article
摘要Most current face recognition algorithms find a set of basis functions in a subspace by training the input data. However, in many applications, the training data is limited or only a few training data are available. In the case, these classic algorithms degrade rapidly. The overcomplete independent component analysis (overcomplete ICA) can separate out more source signals than the input data. In this paper, we use the overcomplete ICA for face recognition with the limited training data. The experimental results show that the overcomplete ICA can improve efficiently the recognition rate.
WOS标题词Science & Technology ; Technology
关键词[WOS]SEPARATION
收录类别ISTP ; SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000186518000194
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9884
专题09年以前成果
作者单位1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
2.Univ Ryukyus, Fac Engn, Dept EEE, Nishihara, Okinawa 90301, Japan
推荐引用方式
GB/T 7714
Cheng, J,Lu, HQ,Chen, YW,et al. Face recognition using overcomplete independent component analysis[J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS,2003,2773:1443-1448.
APA Cheng, J.,Lu, HQ.,Chen, YW.,Zeng, XY.,Palade, V.,...&Jain, L.(2003).Face recognition using overcomplete independent component analysis.KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS,2773,1443-1448.
MLA Cheng, J,et al."Face recognition using overcomplete independent component analysis".KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS 2773(2003):1443-1448.
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
[Cheng, J]的文章
[Lu, HQ]的文章
[Chen, YW]的文章
百度学术
百度学术中相似的文章
[Cheng, J]的文章
[Lu, HQ]的文章
[Chen, YW]的文章
必应学术
必应学术中相似的文章
[Cheng, J]的文章
[Lu, HQ]的文章
[Chen, YW]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。