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Three-dimensional reconstructing undersampled photoacoustic microscopy images using deep learning

Spatial sampling density and data size are important determinants of the imaging speed of photoacoustic microscopy (PAM). Therefore, undersampling methods that reduce the number of scanning points are typically adopted to enhance the imaging speed of PAM by increasing the scanning step size. Since u...

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Principais autores: Daewoon Seong, Euimin Lee, Yoonseok Kim, Sangyeob Han, Jaeyul Lee, Mansik Jeon, Jeehyun Kim
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2023-02-01
Serier:Photoacoustics
Fag:
Photoacoustic microscopy
Deep learning
Undersampled image
Sparse sampling
Three-dimensional reconstruction
Online adgang:http://www.sciencedirect.com/science/article/pii/S2213597922000945
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