通过多模光纤传输高保真图像的双全息和偏振编码

IF 4.6 2区 物理与天体物理 Q1 OPTICS
Jing Xu , Zhicheng Ye , Shuang Wang , Fei Yu , Chunlei Yu , Yang Du
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引用次数: 0

摘要

多模光纤(mmf)由于能够在紧凑和微创的外形因素下支持多种空间模式,因此能够实现高分辨率成像。然而,固有的模态耦合、模态干涉和光纤侧壁反射会产生复杂的散斑畸变,严重限制了图像传输的保真度。在这里,我们展示了一种双编码方法,同时采用全息和偏振复用,以显着提高MMFs的信息容量。将全息图像编码到不同的空间和偏振通道中,通过阶跃指数MMF传输,并使用改进的卷积神经网络(DeepLeakyU-Net)从远场散斑模式重建图像。基于编码偏振和全息标签,获得的散斑模式表现出清晰的聚类,有利于鲁棒复用重建。在所有极化状态下,结构相似指数平均为0.93,实现了高质量的图像重建。我们的方法利用了mmf远场范围内的角相关性,提供了一种利用光纤多模态潜力的机制,从而为可扩展的多模光纤成像系统铺平了道路,该系统具有增强的多模复用能力,可用于生物医学内窥镜和光通信。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dual holographic and polarization encoding for high fidelity image transmission through multimode fibers
Multimode fibers (MMFs) enable high-resolution imaging due to their capacity to support numerous spatial modes within a compact and minimally invasive form factor. However, inherent intermodal coupling, modal interference, and reflections from the fiber sidewalls generate complex speckle like distortions, severely restricting image transmission fidelity. Here, we demonstrate a dual-encoding approach that simultaneously employs holographic and polarization multiplexing to significantly enhance the information capacity of MMFs. Images encoded holographically into distinct spatial and polarization channels were transmitted through a step-index MMF and reconstructed from far-field speckle patterns using a modified convolutional neural network (DeepLeakyU-Net). The acquired speckle patterns exhibit clear clustering based on their encoded polarization and holographic labels, facilitating robust multiplexed reconstruction. High-quality image reconstruction was achieved with structural similarity indices averaging 0.93 across all polarization states. Our method leverages angular correlations in the far-field regime of MMFs, providing a mechanism to exploit the fiber’s multimodal potential, thus paving the way toward scalable multimode fiber-based imaging systems with enhanced multiplexing capabilities for applications in biomedical endoscopy and optical communications.
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来源期刊
CiteScore
8.50
自引率
10.00%
发文量
1060
审稿时长
3.4 months
期刊介绍: Optics & Laser Technology aims to provide a vehicle for the publication of a broad range of high quality research and review papers in those fields of scientific and engineering research appertaining to the development and application of the technology of optics and lasers. Papers describing original work in these areas are submitted to rigorous refereeing prior to acceptance for publication. The scope of Optics & Laser Technology encompasses, but is not restricted to, the following areas: •development in all types of lasers •developments in optoelectronic devices and photonics •developments in new photonics and optical concepts •developments in conventional optics, optical instruments and components •techniques of optical metrology, including interferometry and optical fibre sensors •LIDAR and other non-contact optical measurement techniques, including optical methods in heat and fluid flow •applications of lasers to materials processing, optical NDT display (including holography) and optical communication •research and development in the field of laser safety including studies of hazards resulting from the applications of lasers (laser safety, hazards of laser fume) •developments in optical computing and optical information processing •developments in new optical materials •developments in new optical characterization methods and techniques •developments in quantum optics •developments in light assisted micro and nanofabrication methods and techniques •developments in nanophotonics and biophotonics •developments in imaging processing and systems
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