First Photon-detection Ghost imaging for weak light imaging

被引:0
|
作者
Mizutani, Yasuhiro [1 ]
Kataoka, Shoma [1 ]
Uenohara, Tsutomu [1 ]
Takaya, Yasuhiro [1 ]
机构
[1] Osaka Univ, Dept Mech Engn, 2 Yamada Oka, Suita, Osaka 5650871, Japan
来源
BIOMEDICAL IMAGING AND SENSING CONFERENCE 2021 | 2021年 / 11925卷
关键词
single pixel imaging; ghost imaging; first photon; machine learning; convolutional neural network;
D O I
10.1117/12.2615673
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We propose a novel imaging method using the Ghost Imaging (GI) in a photon limited imaging. In this report, in order to obtain image using few photons, the First Photon-detection Time (FPT) is applied to the GI. The proposed signal detection method is able to obtain a signal with only 1 photon. The FPT has variations that are due to a shot noise. Using a correlation, effect of the noise on images is removed. As a result, the GI with FPT (FPGI) was able to obtain high quality image than a conventional imaging method using same photon number. Furthermore, to improve the detection time, we modified machine learning to reduce the measurement number in the view point of noise influence.
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页数:2
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