CLEO-PR2022/ISOM'22/ODF'22

Presentation information

Oral Session

CLEO-PR2022 » Photonic Computing I

[CThA13B] Photonic Computing I

Thu. Aug 4, 2022 9:00 AM - 10:45 AM Room 201&202 (2F)

Session Chair: Mikael Mazur (Nokia Bell Labs.)

10:30 AM - 10:45 AM

[CThA13B-05] Fourier ptychography multi-parameter neural network with composite physical priori optimization

*Delong Yang1, Shaohui Zhang1, Chuanjian Zheng1, Guocheng Zhou1, Lei Cao1, Hu Yao1, Qun Hu Hao1 (1. Beijing Institution of Technology (China))

[Presentation Style] Online

FPM has high requirements for the system construction and data acquisition processes. In this paper, we propose a Fourier ptychography multi-parameter neural network (FPMN) with composite physical prior optimization. A hybrid parameter determination strategy combining physical imaging model and data-driven network training is proposed to recover the multi layers of the network corresponding to different physical parameters.