Reconfigurable Metasurface for Enhanced Imaging and Image Denoising

IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES
Sandeep Kumar Chamoli
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Abstract

Optical metasurfaces (flat optics) allow unprecedented control over light, enabling multi-dimensional light modulation. We propose a non-local metasurface hosted by phase change material Sb2S3 for tunable image processing. It supports three imaging modalities: bright field, edge detection, and image denoising for intensity noise, functioning as diffractive image denoisers. The Structural Similarity Index Measure is used as a metric between the input noisy image and the denoised image. By tuning the phase of Sb2S3, its refractive index changes, effectively shifting the electromagnetic modes and resulting in these imaging modalities by providing the required optical transfer function (OTF). We optimized the metasurface design to achieve the required OTF and performed simulations on complex images with many corners and 2-dimensional structures. We introduced salt and pepper noise into the input image and conducted simulations to evaluate performance. We discuss the shape of the OTF for image denoising applications and its adaptation for simultaneous image denoising and edge detection, both of which involve high spatial frequencies of the object. Our dynamically tunable metasurface platform can seamlessly integrate with standard coherent imaging systems, enabling versatile operations on the input image.

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用于增强成像和图像去噪的可重构元表面
光学超表面(平面光学)允许前所未有的光控制,实现多维光调制。我们提出了一种由相变材料Sb2S3承载的非局部超表面,用于可调图像处理。它支持三种成像模式:明亮的领域,边缘检测和图像去噪的强度噪声,作为衍射图像去噪。结构相似指数度量被用作输入噪声图像和去噪图像之间的度量。通过调整Sb2S3的相位,改变其折射率,有效地改变电磁模式,并通过提供所需的光学传递函数(OTF)产生这些成像模式。我们优化了超表面设计以达到所需的OTF,并对具有多角和二维结构的复杂图像进行了仿真。我们在输入图像中引入了盐和胡椒噪声,并进行了模拟来评估性能。我们讨论了用于图像去噪应用的OTF的形状及其对同时图像去噪和边缘检测的适应性,这两者都涉及到目标的高空间频率。我们的动态可调超表面平台可以与标准的相干成像系统无缝集成,在输入图像上实现多种操作。
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来源期刊
Advanced Theory and Simulations
Advanced Theory and Simulations Multidisciplinary-Multidisciplinary
CiteScore
5.50
自引率
3.00%
发文量
221
期刊介绍: Advanced Theory and Simulations is an interdisciplinary, international, English-language journal that publishes high-quality scientific results focusing on the development and application of theoretical methods, modeling and simulation approaches in all natural science and medicine areas, including: materials, chemistry, condensed matter physics engineering, energy life science, biology, medicine atmospheric/environmental science, climate science planetary science, astronomy, cosmology method development, numerical methods, statistics
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