← 返回

红外与可见光单像素全息显微镜

Infrared and visible single-pixel holographic microscope

作者 Qianyu Zhang · Tingting Zheng · Li Liu · Xuan Lan · Wenjing Zhao · Aiping Zhai · Dong Wang
期刊 Applied Physics Letters
出版日期 2026年2月
卷/期 第 128 卷 第 8 期
技术分类 智能化与AI应用
技术标签 机器学习 深度学习 故障诊断 智能化与AI应用
相关度评分 ★★ 2.0 / 5.0
关键词
语言:

中文摘要

本文提出一种单像素相干探测全息显微系统,可同步重建可见光与短波红外波段的振幅和相位图像,分辨率达2.46 μm;验证了SWIR在散射介质中的鲁棒性及可见光对透明样本的重建优势,并在25%欠采样下实现5.54 Hz帧率。

English Abstract

Holographic microscopy, which enables simultaneous observation of amplitude and phase information from label-free microscale samples, plays a crucial role in biomedical research and materials science. However, until now, holographic microscopy has been largely restricted to imaging in the visible region. Here, we present a holographic microscope single-pixel coherent detection to reconstruct amplitude and phase images in the visible and shortwave infrared simultaneously. We first validated the microscopy system's high-resolution capability of 2.46 μm and applied it to various biological samples. By employing milk as a surrogate scattering medium, we demonstrated the superior scattering robustness of the shortwave infrared. Concurrently, visible light showed enhanced efficacy in amplitude and phase reconstruction of transparent samples, thereby highlighting the complementarity of the visible and shortwave infrared. Moreover, under a 25% down-sampling strategy, the imaging frame rate reached 5.54 Hz at a resolution of 64 × 64 pixels.
S

SunView 深度解读

该研究涉及单像素成像、压缩感知与多光谱重建算法,其信号处理框架(如稀疏优化、相位恢复)可迁移至iSolarCloud平台的智能故障识别模块,辅助光伏组件隐裂、PID或热斑的跨波段特征融合诊断。但文章未涉及电力电子、能量转换或储能系统,与阳光电源核心产品线(组串式逆变器、ST系列PCS、PowerTitan等)无直接技术耦合,仅在AI算法底层方法论层面存在间接参考价值。