Holographic optical correlator-based single-pixel imaging with deep learning image reconstruction

被引：0

作者：

Hoshizawa, Taku ^{[1
]}

Honda, Yasunobu ^{[1
]}

Kodama, Shinjiro ^{[1
]}

Nakao, Kosuke ^{[1
]}

Sato, Chihiro ^{[1
]}

Watanabe, Eriko ^{[1
]}

机构：

[1] Univ Electrocommun, Grad Sch Informat & Engn, 1-5-1 Chofugaoka, Chofu, Tokyo 1828585, Japan

来源：

OPTICS CONTINUUM | 2025年 / 4卷 / 02期

基金：

日本学术振兴会;

关键词：

D O I：

10.1364/OPTCON.550531

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

High-speed holographic optical-correlator-based single-pixel imaging (SPI) was developed with correlation calculations performed at 161,937 frames per second, corresponding to image reconstruction at 158 frames per second. Furthermore, a deep-learning-based image reconstruction method was introduced that ensures tolerance to time-fluctuating spatial noise, and a significant improvement in image quality over the conventional analytical method was experimentally demonstrated. (c) 2025 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement

引用

页码：333 / 345

页数：13

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