Super resolution convolutional neural network for feature extraction in spectroscopic data

Two dimensional (2D) peak finding is a common practice in data analysis for physics experiments, which is typically achieved by computing the local derivatives. However, this method is inherently unstable when the local landscape is complicated, or the signal-to-noise ratio of the data is low. In th...

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Hlavní autoři: Peng, H, Gao, X, He, Y, Ji, Y, Chen, Y
Médium: Journal article
Vydáno: AIP Publishing 2020