An analytical algorithm for determining the generalized optimal set of discriminant vectors
文献类型：期刊论文
| 作者 | Wu XJ(吴晓军); Josef Kittler; Yang Jing-Yu; Wang Shi-Tong |
| 刊名 | Pattern Recognition
 |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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