Convolutional neural network optimisation to enhance ESPI fringe visibility

The use of convolutional neuronal networks (CNN) for the treatment of interferometric fringes has been introduced in recent years. In this paper, we optimize and build a CNN model, based U-NET architecture, to maximize its performance processing electronic speckle interferometry fringes (ESPI). The...

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Bibliographic Details
Main Authors: Crespo José Manuel, Moreno Vicente
Format: Article
Language:English
Published: EDP Sciences 2023-01-01
Series:Journal of the European Optical Society-Rapid Publications
Subjects:
Online Access:https://jeos.edpsciences.org/articles/jeos/full_html/2023/01/jeos20230009/jeos20230009.html