An analytical algorithm for determining the generalized optimal set of discriminant vectors

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业信息学研究室 > 先进制造技术研究室

	An analytical algorithm for determining the generalized optimal set of discriminant vectors
	Wu XJ(吴晓军); Josef Kittler; Yang Jing-Yu; Wang Shi-Tong
刊名	Pattern Recognition
	2004
卷号	37 期号:9 页码:1949-1952
关键词	Feature extraction Generalized optimal discriminant vectors Face recognition LDA
ISSN号	0031-3203
产权排序	1
中文摘要	Generalized linear discriminant analysis has been successfully used as a dimensionality reduction technique in many classification tasks. An analytical method for finding the optimal set of generalized discriminant vectors is proposed in this paper. Compared with other methods, the proposed method has the advantage of requiring less computational time and achieving higher recognition rates. The results of experiments conducted on the Olivetti Research Lab facial database show the effectiveness of the proposed method.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
研究领域[WOS]	Computer Science ; Engineering
关键词[WOS]	RECOGNITION
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000222701700018
公开日期	2012-05-29
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/6925]
专题	沈阳自动化研究所_工业信息学研究室_先进制造技术研究室
推荐引用方式 GB/T 7714	Wu XJ,Josef Kittler,Yang Jing-Yu,et al. An analytical algorithm for determining the generalized optimal set of discriminant vectors[J]. Pattern Recognition,2004,37(9):1949-1952.
APA	Wu XJ,Josef Kittler,Yang Jing-Yu,&Wang Shi-Tong.(2004).An analytical algorithm for determining the generalized optimal set of discriminant vectors.Pattern Recognition,37(9),1949-1952.
MLA	Wu XJ,et al."An analytical algorithm for determining the generalized optimal set of discriminant vectors".Pattern Recognition 37.9(2004):1949-1952.