Optical aberration correction for simple lenses via sparse representation

doi:10.1016/j.optcom.2017.12.007

CIOMP OpenIR

	Optical aberration correction for simple lenses via sparse representation
	Cui, J. L.; Huang, W.
	2018
发表期刊	Optics Communications
ISSN	0030-4018
卷号	412 页码:201-213
摘要	Simple lenses with spherical surfaces are lightweight, inexpensive, highly flexible, and can be easily processed. However, they suffer from optical aberrations that lead to limitations in high-quality photography. In this study, we propose a set of computational photography techniques based on sparse signal representation to remove optical aberrations, thereby allowing the recovery of images captured through a single-lens camera. The primary advantage of the proposed method is that many prior point spread functions calibrated at different depths are successfully used for restoring visual images in a short time, which can be generally applied to nonblind deconvolution methods for solving the problem of the excessive processing time caused by the number of point spread functions. The optical software CODE V is applied for examining the reliability of the proposed method by simulation. The simulation results reveal that the suggested method outperforms the traditional methods. Moreover, the performance of a single-lens camera is significantly enhanced both qualitatively and perceptually. Particularly, the prior information obtained by CODE V can be used for processing the real images of a single-lens camera, which provides an alternative approach to conveniently and accurately obtain point spread functions of single-lens cameras. (C) 2017 Elsevier B.V. All rights reserved.
关键词	Image reconstruction resolution Blind deconvolution Nonblind deconvolution Digital image processing Lens system design single image superresolution blind deconvolution quality assessment dictionary priors Optics
DOI	10.1016/j.optcom.2017.12.007
收录类别	SCI ; EI
引用统计
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/61089
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	Cui, J. L.,Huang, W.. Optical aberration correction for simple lenses via sparse representation[J]. Optics Communications,2018,412:201-213.
APA	Cui, J. L.,&Huang, W..(2018).Optical aberration correction for simple lenses via sparse representation.Optics Communications,412,201-213.
MLA	Cui, J. L.,et al."Optical aberration correction for simple lenses via sparse representation".Optics Communications 412(2018):201-213.

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