Deep Learning For Light Field Microscopy Using Physics-Based Models

Light Field Microscopy (LFM) is an imaging technique that captures 3D spatial information in a single 2D image. LFM is attractive because of its relatively simple implementation and fast acquisition rate. However, classic 3D reconstruction typically suffers from high computational cost, low lateral...

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Bibliographic Details

Published in:	2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) pp. 1091 - 1094
Main Authors:	Verinaz-Jadan, Herman, Song, Pingfan, Howe, Carmel L., Quicke, Peter, Foust, Amanda J., Dragotti, Pier Luigi
Format:	Conference Proceeding
Language:	English
Published:	IEEE 13-04-2021
Subjects:	Inverse problems Light Field Microscopy Light fields LISTA Microscopy Noise measurement Physics-based deep Learning Three-dimensional displays Thresholding (Imaging) Training data Unfolding
Online Access:	Get full text
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