Fabrication-error analysis of injection-molded aspheric elements using typical aberration terms in transmitted wavefront with Shack-Hartmann wavefront-sensing measurement

Xuemin Cheng; Lei Yan; Lingcheng LiuJie CaoYu Jen LinQun Hao

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Fabrication-error analysis of injection-molded aspheric elements using typical aberration terms in transmitted wavefront with Shack-Hartmann wavefront-sensing measurement

机译：Fabrication-error analysis of injection-molded aspheric elements using typical aberration terms in transmitted wavefront with Shack-Hartmann wavefront-sensing measurement

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摘要

Aspheric lenses help meet the most demanding optical requirements while the precision injection molding technique hits the target for precision and cost. We developed a method of analyzing aberration terms in the transmitted "wavefront measurement," determined by Shack-Hartmann wavefront sensing to estimate the fabrication errors of injection-molded aspheric elements. Considering aspheric element fabrication using a small training data set and F-measure fuzzy cluster analysis, an unsupervised learning method was applied to extract typical aberration terms from the wavefront polynomial. The experimental results suggest that these aberration terms, which are related to spherical (third-, fifth-, and seventh-order) and coma (third-order) aberration terms in the transmitted wavefront polynomial expansion, can be employed to estimate the surface error and decenter, respectively, of a lens from a specific mold cavity. The sampling lenses evaluated in the proposed measuring process were collected from different mold cavities according to their total working performance in the modulated transfer function measurement for the whole camera module. The performances of the typical aberration terms were discussed by comparing to the ones obtained from an interferometer and a profilometer. The proposed method could provide high detection efficiency and can thus be applied for the quality control of aspheric elements for mobile phones, where the existing errors are mainly spherical, coma, and astigmatism aberrations.

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来源
《Optical Engineering》 |2020年第12期|123102-1-123102-21|共21页
作者
Xuemin Cheng; Lei Yan; Lingcheng LiuJie CaoYu Jen LinQun Hao;
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作者单位

Beijing Institute of Technology, School of Optics and Photonics, Beijing, China;

Tsinghua University, Shenzhen International Graduate School, Shenzhen, China;

Genius Electronic Optical Co., Ltd., Xiamen, China;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种英语
中图分类计量学;
关键词
fabrication-error analysis; Shack-Hartmann wavefront sensing; fuzzy cluster analysis; typical aberration terms; aspheric elements;

Fabrication-error analysis of injection-molded aspheric elements using typical aberration terms in transmitted wavefront with Shack-Hartmann wavefront-sensing measurement

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