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High-resolution single-photon imaging with physics-informed deep learning

High-resolution single-photon imaging remains a big challenge due to the complex hardware manufacturing craft and noise disturbances. Here, we introduce deep learning into SPAD, enabling super-resolution single-photon imaging with enhancement of bit depth and imaging quality. We first studied the co...

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Detalles Bibliográficos
Autores principales: Bian, Liheng, Song, Haoze, Peng, Lintao, Chang, Xuyang, Yang, Xi, Horstmeyer, Roarke, Ye, Lin, Zhu, Chunli, Qin, Tong, Zheng, Dezhi, Zhang, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516985/
https://www.ncbi.nlm.nih.gov/pubmed/37737270
http://dx.doi.org/10.1038/s41467-023-41597-9