Deep learning based standard rainbow inversion algorithm for retrieving droplet refractive index and size

•Rainbow signal inversion algorithm based on ResNet and multi-objective regression.•The algorithm is comparable in accuracy to traditional ones but three times faster.•The structure and hyperparameters of the algorithm are determined in detail.•Loss competition relationship between droplet size and...

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Bibliographic Details

Published in:	Optics and laser technology Vol. 174; p. 110655
Main Authors:	Li, Can, Li, Tianchi, Huang, Linbin, Peng, Wenmin, Kang, Yang, Huang, Xiaolong, Fan, Xudong, Li, Ning, Weng, Chunsheng
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.07.2024
Subjects:	Deep learning Droplet size Inversion algorithm Multi-objective regression Rainbow refractometry Refractive index Deep learning Droplet size Multi-objective regression Rainbow refractometry Refractive index Inversion algorithm
ISSN:	0030-3992, 1879-2545
Online Access:	Get full text
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