BriefGPT.xyz
Apr, 2022
PR-DAD: 使用深度自动编码器进行相位恢复
PR-DAD: Phase Retrieval Using Deep Auto-Decoders
HTML
PDF
Leon Gugel, Shai Dekel
TL;DR
本研究提出了一种新颖的基于深度自动编码器的相位恢复深度学习体系结构PR-DAD,其组件经过精心设计并基于相位恢复问题的数学建模,实验结果表明其性能超越了当前所有方法。
Abstract
phase retrieval
is a well known ill-posed
inverse problem
where one tries to recover images given only the magnitude values of their Fourier transform as input. In recent years, new algorithms based on
→