Open AccessSimulation-driven learning: a deep learning approach for image scanning microscopy via physical imaging models
Author(s) -
Baoyuan Zhang,
Xue-Feng Sun,
Hongxia Yang,
Cheng Guo,
Baohai Wu,
Jiubin Tan,
Weibo Wang
Publication year - 2022
Publication title -
optics express
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.394
H-Index - 271
ISSN - 1094-4087
DOI - 10.1364/oe.450429
Subject(s) - artificial intelligence , computer science , deep learning , preprocessor , generalizability theory , image quality , iterative reconstruction , aliasing , computer vision , image processing , generative adversarial network , image (mathematics) , pattern recognition (psychology) , machine learning , mathematics , statistics , undersampling