Color imaging using a system based on 3 diffractive lenses

IF 1.1 Q4 OPTICS Computer Optics Pub Date : 2023-10-01 DOI:10.18287/2412-6179-co-1258
S. Stepanenko, V. Evdokimova, M. Petrov, R. Skidanov, A. Nikonorov
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Abstract

The possibility of essentially reducing the weight and production cost of computer vision systems has led to the publication of a large number of research works dealing with the development of new imaging systems based on diffractive optics. This study proposes a new imaging system composed of three diffractive lenses, with each forming a separate channel of the color RGB image. This approach allows us to significantly narrow the spectral range of each lens, thus significantly reducing the image distortion caused by chromatic aberration inherent in diffractive optics. It shows that this scheme allows us to perform the neural network-aided image reconstruction, providing a significantly improved resulting image quality. The study proposes a false edge level criterion (FEL) for evaluating the neural network-aided reconstruction.
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使用基于3个衍射透镜的系统进行彩色成像
从本质上减少计算机视觉系统的重量和生产成本的可能性已经导致了大量研究工作的出版,这些研究工作涉及基于衍射光学的新成像系统的开发。本研究提出了一种由三个衍射透镜组成的新型成像系统,每个衍射透镜形成一个单独的彩色RGB图像通道。这种方法使我们能够显着缩小每个镜头的光谱范围,从而显着减少由衍射光学固有的色差引起的图像畸变。结果表明,该方案允许我们进行神经网络辅助图像重建,并提供了显著改善的图像质量。提出了一种评价神经网络辅助重建效果的假边缘水平准则。
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来源期刊
Computer Optics
Computer Optics OPTICS-
CiteScore
4.20
自引率
10.00%
发文量
73
审稿时长
9 weeks
期刊介绍: The journal is intended for researchers and specialists active in the following research areas: Diffractive Optics; Information Optical Technology; Nanophotonics and Optics of Nanostructures; Image Analysis & Understanding; Information Coding & Security; Earth Remote Sensing Technologies; Hyperspectral Data Analysis; Numerical Methods for Optics and Image Processing; Intelligent Video Analysis. The journal "Computer Optics" has been published since 1987. Published 6 issues per year.
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