1 通感融合光子技术教育部重点实验室,广东省信息光子技术重点实验室,广东工业大学信息工程学院,先进光子技术研究院,广东 广州 510006
2 南方海洋科学与工程广东省实验室(珠海),广东 珠海 519082
3 光场调控与信息感知工业和信息化部重点实验室,陕西省信息光子技术重点实验室,西北工业大学物理科学与技术学院,陕西 西安 710129
提出一种跨模态光学信息交互和模板动态更新的可见光和热红外(RGBT)跟踪方法,选取能够在跟踪速度和精度上取得平衡的Siamese跟踪器作为基本框架,并设计特征交互模块以重构不同模态的信息比例和增强模态间信息交流。在此基础上,基于无锚框的思想构建预测网络,以提升跟踪器的灵活性和通用性,同时提出一种模板动态更新的策略,通过动态更新跟踪模板增强模型对变化目标的适应能力。在GTOT等3个基准数据集上的对比实验表明,所提方法可显著提升跟踪器在复杂环境下的目标跟踪性能。
机器视觉 计算机视觉 目标跟踪 孪生网络 模板更新
Author Affiliations
Abstract
1 Institute of Advanced Photonics Technology, School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China
2 Guangdong Provincial Key Laboratory of Information Photonics Technology, Guangdong University of Technology, Guangzhou 510006, China
3 Key Laboratory of Photonic Technology for Integrated Sensing and Communication, Ministry of Education, Guangdong University of Technology, Guangzhou 510006, China
The dynamic gain of a few-mode erbium-doped fiber amplifier (FM-EDFA) is vital for the long-haul mode division multiplexing (MDM) transmission. Here, we investigate the mode-dependent dynamic gain of an FM-EDFA under various manipulations of the pump mode. First, we numerically calculate the gain variation with respect to the input signal power, where a mode-dependent saturation input power occurs under different pump modes. Even under the fixed intensity profile of the pump laser, the saturation input power of each spatial mode is different. Moreover, high-order mode pumping leads to a compression of the linear amplification region, even though it is beneficial for the mitigation of the differential modal gain (DMG) arising in all guided modes. Then, we develop an all-fiber 3-mode EDFA, where the fundamental mode of the pump laser can be efficiently converted to the LP11 mode using the all-fiber mode-selective coupler (MSC). In comparison with the traditional LP01 pumping scheme, the DMG at 1550 nm can be mitigated from 1.61 dB to 0.97 dB under the LP11 mode pumping, while both an average gain of 19.93 dB and a DMG of less than 1 dB can be achieved from 1530 nm to 1560 nm. However, the corresponding signal input saturation powers are reduced by 0.3 dB for the LP01 mode and 1.6 dB for the LP11 mode, respectively. Both theoretical and experimental results indicate that a trade-off occurs between the DMG mitigation and the extension of the linear amplification range when the intensity profile of pump laser is manipulated.
few-mode erbium-doped fiber amplifier differential modal gain saturation input power Chinese Optics Letters
2024, 22(2): 021403
1 广东工业大学信息工程学院先进光子技术研究院,广东 广州 510006
2 哈尔滨工程大学物理与光电工程学院,黑龙江 哈尔滨 150001
3 通感融合光子技术教育部重点实验室,广东 广州 510006
4 广东省信息光子技术重点实验室,广东 广州 510006
光频域偏振测量(OFDP)是一种基于扫频激光干涉原理的分布式光纤偏振测试技术,它能够精确获取保偏光纤、器件、组件与光路的偏振特性及其空间分布,实现高性能器件与光路的性能测试与质量评价,以及缺陷分析与故障诊断。OFDP优点是可兼顾超高测量灵敏度、超大测量范围、高精细度、长测量距离、动态快速测量等,已逐渐发展成为性能最优的分布式光纤测量技术之一。本文回顾了OFDP的测量原理,定量分析了分布式偏振串音的测量极限,综述了分布式偏振测试性能提升的若干关键技术,给出了高精度偏振器件与光路的测试典型应用,并讨论了其技术挑战和未来潜在的研究方向。
光频域偏振测量 分布式光学测量 偏振串音 保偏光纤与器件 光纤陀螺 激光与光电子学进展
2024, 61(1): 0112002
1 广东工业大学先进光子技术研究院,广东 广州 510006
2 哈尔滨工程大学物理与光电工程学院,黑龙江 哈尔滨 150001
3 通感融合光子技术教育部重点实验室,广东 广州 510006
4 广东省信息光子技术重点实验室,广东 广州 510006
光频域反射(OFDR)是一种基于光调频连续波原理的分布式光纤测量技术,它利用扫频光干涉信号频率与光纤位置之间的傅里叶变换关系获取沿光纤分布的散射/反射/损耗、相位和偏振等特征信息,可进一步反演光纤感测的温度、应力/应变等外界物理场分布。相比于时域、相干域等分布式测量技术,OFDR的优点是可兼顾高空间分辨率、高测量灵敏度、长测量距离、大动态范围、高速响应等性能。回顾了OFDR的测量原理,综述了分布式测量噪声来源、空间点扩展函数退化机理以及测量误差与噪声抑制等OFDR性能提升关键技术;推导了基于OFDR分布式传感的测量极限,分析了提升传感精度与测量距离的若干方法;概述了国内外OFDR仪器发展现状及其在集成波导器件与保偏光纤等测试、光纤陀螺环内部应力传感等应用范例,最后展望了未来的若干研究方向。
光频域反射技术 测量退化机理 分布式传感极限 光频域反射仪器 高性能应用
Author Affiliations
Abstract
1 Guangdong Provincial Key Laboratory of Information Photonics Technology, Institute of Advanced Photonics Technology, School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China
2 Department of Electronic Engineering, College of Information Science and Technology, Jinan University, Guangzhou 510632, China
3 Guangdong Provincial Key Laboratory of Nanophotonic Functional Materials and Devices and Guangzhou Key Laboratory for Special Fiber Photonic Devices and Applications, South China Normal University, Guangzhou 510006, China
4 Synergy Innovation Institute of GDUT, Heyuan 517000, China
Realizing high-fidelity optical information transmission through a scattering medium is of vital importance in both science and applications, such as short-range fiber communication and optical encryption. Theoretically, an input wavefront can be reconstructed by inverting the transmission matrix of the scattering medium. However, this deterministic method for retrieving light field information encoded in the wavefront has not yet been experimentally demonstrated. Herein, we demonstrate light field information transmission through different scattering media with near-unity fidelity. Multi-dimensional optical information can be delivered through either a multimode fiber or a ground glass without relying on any averaging or approximation, where their Pearson correlation coefficients can be up to 99%.
light field information transmission transmission matrix Chinese Optics Letters
2023, 21(12): 121101
Author Affiliations
Abstract
Institute of Advanced Photonics Technology, School of Information Engineering, and Guangdong Provincial Key Laboratory of Information Photonics Technology, Guangdong University of Technology, Guangzhou 510006, China
We proposed and experimentally demonstrated an all-fiber sensor for measuring bend with high sensitivity based on a ring core fiber (RCF) modal interferometer. The sensor was fabricated by splicing a segment of RCF between two pieces of multimode fiber (MMF) and single-mode fiber (SMF) at the ends of the MMF as lead-in and lead-out. Due to the first segment of the MMF, the transmitted light is coupled into the ring core, silica center, and cladding of the RCF, exciting multiple modes in the RCF. By the modal interferences in the structure, bending sensing can be realized by interrogating the intensity of the interference dip. Experimental results show a high bending sensitivity of in the range of to . In addition, the advantages of the bend sensor, such as small size, low temperature sensitivity, and simple fabrication process, can be used for curvature measurement in building health monitoring.
optical fiber sensor curvature temperature ring core fiber Chinese Optics Letters
2023, 21(5): 051201
1 广东工业大学信息工程学院先进光子技术研究院广东省信息光子技术重点实验室,广东 广州 510006
2 新加坡南洋理工大学计算机科学与工程学院,新加坡 639798
由于计算机断层扫描(CT)成像技术对物体内部结构具有出色的可视化能力,其在临床医学诊断中获得广泛应用。但是X射线辐射会对人体造成伤害,通常采用降低扫描强度或者减少扫描角度数量的方式降低患者受到的X射线辐射剂量,然而在欠采样投影数据条件下重建的低剂量CT图像会有严重的条状伪影和噪声。近年来,深度学习技术快速发展,同时卷积神经网络在图像表示与特征提取等方面展现出巨大优势,应用在稀疏或者有限角度下的CT重建任务中可以实现快速和高质量的重建。因此面向稀疏或者有限角度条件下的CT重建技术,综述了深度学习技术在图像域后处理、正弦域预处理、双域数据联合处理、迭代重建算法和端到端映射重建5个方面的国内外最新研究进展,对当前基于深度学习的稀疏或者有限角度CT重建方法的技术特点及其局限性进行分析,并展望了未来可能的研究方向。
CT重建 深度学习 稀疏角度 有限角度 神经网络 激光与光电子学进展
2023, 60(8): 0811002
1 广东工业大学信息工程学院, 先进光子技术研究院, 广东 广州 510006
2 广东省信息光子技术重点实验室, 广东 广州 510006
近年来, 图像采集设备的高速发展极大地丰富了图像种类和数量。图像配准技术作为图像分析和处理的关键, 在图像融合、模式识别和计算机视觉等领域作用日益重要, 如何实现高精度、实时配准已成为该领域的研究重点。与此同时, 深度学习技术发展迅速, 卷积神经网络在图像表示、特征提取等方面显示出独特优势。本文系统综述了基于深度学习技术实现图像配准的相关研究进展, 深入讨论了基于深度迭代配准、全监督图像配准、弱/双重监督图像配准、无监督图像配准等典型的深度学习的图像配准方法, 总结了相关领域研究人员所面临的共同挑战, 并指出了未来可能的研究方向。
图像处理 图像配准 深度学习 卷积神经网络 image processing image registration deep learning convolutional neural network
红外与激光工程
2022, 51(10): 20220549
光子学报
2022, 51(11): 1101001