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

共 50 条

[31] Improving NIR single-pixel imaging: using deep image prior and GANs
Quero, Carlos osorio
Rondon, Irving
Martinez-carranza, Jose
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2025, 42 (02) : 201 - 210
[32] An optical image encryption method based on Fourier single-pixel imaging and phase retrieval algorithm
Zeng Tianyu
Sui Liansheng
Du Cong
Xiao Zhaolin
Jiang Zishan
INTERNATIONAL CONFERENCE ON OPTICAL AND PHOTONIC ENGINEERING, ICOPEN 2023, 2024, 13069
[33] DON based single-pixel imaging
Wang, Zhirun
Zhao, Wenjing
Zhai, Aiping
He, Peng
Wang, Dong
OPTICS EXPRESS, 2021, 29 (10) : 15463 - 15477
[34] SINGLE-PIXEL RECONSTRUCTION IMAGING: TAKING CONFOCAL IMAGING TO THE EXTREME
Streckaite, S.
Frolov, D.
Chmeliov, J.
Gelzinis, A.
Ilioaia, C.
Rimsky, S.
van Grondelle, R.
Valkunas, L.
Gall, A.
Robert, B.
LITHUANIAN JOURNAL OF PHYSICS, 2024, 64 (03):
[35] Reconstruction for Spatially Distributed Single-Pixel Imaging Based on Pattern Filtering
Nobunaga, Tatsuya
Tanaka, Hiroya
Tadokoro, Yukihiro
IEEE SIGNAL PROCESSING LETTERS, 2018, 25 (05) : 705 - 709
[36] Target recognition method based on single-pixel imaging system and deep learning in the noisy environment
Shi F.
Lu T.
Yang S.
Miao Z.
Yang Y.
Zhang W.
He R.
Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2020, 49 (06):
[37] Dual-mode optical microscope based on single-pixel imaging
Rodriguez, A. D.
Clemente, P.
Tajahuerce, E.
Lancis, J.
OPTICS AND LASERS IN ENGINEERING, 2016, 82 : 87 - 94
[38] High-Quality Image Reconstruction Characteristic Function for Single-Pixel Compressive Imaging
Ju Shichang
Cai Junjie
Gong Wenlin
ACTA OPTICA SINICA, 2024, 44 (07)
[39] Optical encryption based on biometrics and single-pixel imaging with random modulation
Yuan, Sheng
Chen, Dashan
Liu, Xuemei
Zhou, Xin
OPTICS COMMUNICATIONS, 2022, 522
[40] ON EVALUATION OF IMAGE QUALITY IN NONPARAXIAL SINGLE-PIXEL IMAGING
Mundrys, K.
Orlov, S.
Kizevicius, P.
Minkevicius, L.
Valusis, G.
LITHUANIAN JOURNAL OF PHYSICS, 2023, 63 (03): : 113 - 121

← 1 2 3 4 5 →