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基于压缩感知编码成像的谐波衍射透镜色差校正

Chromatic Aberration Correction in Harmonic Diffractive Lenses Based on Compressed Sensing Encoding Imaging.

作者信息

Chan Jianying, Zhao Xijun, Zhong Shuo, Zhang Tao, Fan Bin

机构信息

Thin Film Optical Camera General Room, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610051, China.

The Center of Advanced Optical Manufacturing, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu 610209, China.

出版信息

Sensors (Basel). 2024 Apr 12;24(8):2471. doi: 10.3390/s24082471.

Abstract

Large-aperture, lightweight, and high-resolution imaging are hallmarks of major optical systems. To eliminate aberrations, traditional systems are often bulky and complex, whereas the small volume and light weight of diffractive lenses position them as potential substitutes. However, their inherent diffraction mechanism leads to severe dispersion, which limits their application in wide spectral bands. Addressing the dispersion issue in diffractive lenses, we propose a chromatic aberration correction algorithm based on compressed sensing. Utilizing the diffractive lens's focusing ability at the reference wavelength and its degradation performance at other wavelengths, we employ compressed sensing to reconstruct images from incomplete image information. In this work, we design a harmonic diffractive lens with a diffractive order of M=150, an aperture of 40 mm, a focal length f0=320 mm, a reference wavelength λ0=550 nm, a wavelength range of 500-800 nm, and 7 annular zones. Through algorithmic recovery, we achieve clear imaging in the visible spectrum, with a peak signal-to-noise ratio (PSNR) of 22.85 dB, a correlation coefficient of 0.9596, and a root mean square error (RMSE) of 0.02, verifying the algorithm's effectiveness.

摘要

大孔径、轻量化和高分辨率成像是主要光学系统的标志。为了消除像差,传统系统通常体积庞大且结构复杂,而衍射透镜的小体积和轻重量使其成为潜在的替代品。然而,其固有的衍射机制会导致严重的色散,这限制了它们在宽光谱波段的应用。为了解决衍射透镜中的色散问题,我们提出了一种基于压缩感知的色差校正算法。利用衍射透镜在参考波长处的聚焦能力及其在其他波长处的退化性能,我们采用压缩感知从不完整的图像信息中重建图像。在这项工作中,我们设计了一个衍射级次M = 150、孔径40 mm、焦距f0 = 320 mm、参考波长λ0 = 550 nm、波长范围500 - 800 nm且有7个环形区域的谐波衍射透镜。通过算法恢复,我们在可见光谱中实现了清晰成像,峰值信噪比(PSNR)为22.85 dB,相关系数为0.9596,均方根误差(RMSE)为0.02,验证了该算法的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cfa/11055033/d78ebda825db/sensors-24-02471-g001.jpg

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