Local Subspace Classifier in Reproducing Kernel Hilbert Space

CASIA OpenIR > 09年以前成果

	Local Subspace Classifier in Reproducing Kernel Hilbert Space
	Zou, DF; Tan, T; Shi, YC; Gao, W
发表期刊	ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS
	2000
卷号	1948 页码:434-441
文章类型	Article
摘要	Local Subspace Classifier(LSC) is a new classification technique, which is closely related to the subspace classification methods, and a heir of prototype classification methods. And it is superior to both of them. In this paper, a method of improving the performance of Local Subspace Classifier is presented. It is to avoid the intersection of the local subspaces representing the respective categories by mapping the original feature space into RKHS(Reproducing Kernel Hilbert Space).
WOS标题词	Science & Technology ; Technology
收录类别	ISTP ; SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods
WOS记录号	WOS:000174117200057
引用统计	被引频次：2[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/173211/9803
专题	09年以前成果
作者单位	Chinese Acad Sci, Inst Automat, Character Recognit Lab, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Zou, DF,Tan, T,Shi, YC,et al. Local Subspace Classifier in Reproducing Kernel Hilbert Space[J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,2000,1948:434-441.
APA	Zou, DF,Tan, T,Shi, YC,&Gao, W.(2000).Local Subspace Classifier in Reproducing Kernel Hilbert Space.ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,1948,434-441.
MLA	Zou, DF,et al."Local Subspace Classifier in Reproducing Kernel Hilbert Space".ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS 1948(2000):434-441.