KMS Chongqing Institute of Green and Intelligent Technology, CAS
| Kernel Methods and Its Application in Wavefront Reconstruction | |
Tan, Zhiying; Chen, Ying; She, Kun; Feng, Yong
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| 2012 | |
| 摘要 | Kernel methods can effectively deal with the nonlinear problem. The methods not only can be used for data de-noising, also be effective for classification problems. Using kernel PCA method, we provide a more precise Zernike expansion, which can apparently improve the reconstruction accuracy. At the same time, explore learning the kernel function by the alignment. We verify that the alignment value and recognition rate is proportional relationship. |
| 语种 | 英语 |
| 会议(录)名称 | PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION APPLICATIONS (ICCIA 2012)
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| 页码 | 117-120 |
| 通讯作者 | Tan, ZY (reprint author), Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu, Peoples R China. |
| 收录类别 | ISTP |
| 会议地点 | Taiyuan, PEOPLES R CHINA |
| 会议日期 | DEC 08-09, 2012 |
