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Deep learning-based fast multispectral Fourier ptychographic microscopy

delete2025-07-04
delete0
PRE
AI
J
Jiurun Chen
F
F. F. Sui
M
Muyao Chen
Y
Yang Xu
黄
黄强 (Qiang Huang)
Y
Yanqi Chen
F
Fannuo Xu
Z
Zhen Song
何
何永红 (Yonghong He)
DOI：10.1016/j.optlastec.2025.113464delete
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摘要

摘要

En 中文
• 提出了一种基于深度学习的快速多光谱傅里叶叠层显微成像（FMSFPM）框架，能够直接从RGB输出进行多光谱重建，无需额外的光谱采集。 • 该方法采用带有注意力机制的改进U-Net，以增强光谱-空间特征学习，相比当前最优模型在公开和显微数据集上实现了更优性能。 • FMSFPM显著提升了成像吞吐量和光谱保真度，为生物医学和光学应用提供了一种紧凑且可扩展的解决方案。

期刊

O
Optics and Laser Technology
IF:
5
论文数:
2.5K
被引数:
3.5W

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引用论文

引用论文

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