Demonstration of efficient transfer learning in segmentation problem in synchrotron radiation X-ray CT data for epoxy resin

Synchrotron radiation X-ray computed tomography (CT) provides information about the three-dimensional electron density inside a sample with a high spatial resolution. Recently, the need to examine the internal structure of materials composed of light elements, such as water and carbon fibers in resi...

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Bibliographic Details

Published in:	Science and Technology of Advanced Materials: Methods
Main Authors:	Satoru Hamamoto, Masaki Oura, Atsuomi Shundo, Daisuke Kawaguchi, Satoru Yamamoto, Hidekazu Takano, Masayuki Uesugi, Akihisa Takeuchi, Takahiro Iwai, Yasuo Seto, Yasumasa Joti, Kento Sato, Keiji Tanaka, Takaki Hatsui
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2023-10-01
Subjects:	machine learning transfer learning x-ray ct polymer
Online Access:	http://dx.doi.org/10.1080/27660400.2023.2270529