Sensor-to-Image Based Neural Networks: A Reliable Reconstruction Method for Diffuse Optical Imaging of High-Scattering Media

Sensor-to-Image Based Neural Networks: A Reliable Reconstruction Method for Diffuse Optical Imaging of High-Scattering Media

Imaging tasks today are being increasingly shifted toward deep learning-based solutions. Biomedical imaging problems are no exception toward this tendency. It is appealing to consider deep learning as an alternative to such a complex imaging task. Although research of deep learning-based solutions c...

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Bibliographic Details
Main Authors: Diannata Rahman Yuliansyah, Min-Chun Pan, Ya-Fen Hsu
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Sensors
Subjects:
diffuse optical imaging
image reconstruction
inverse problem
Tikhonov regularization (TR)
deep modeling
convolutional neural networks
Online Access:https://www.mdpi.com/1424-8220/22/23/9096

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https://www.mdpi.com/1424-8220/22/23/9096

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