3D shape reconstruction of Japanese traditional puppet head from CT images by graph cut and machine learning methods

3D shape reconstruction of Japanese traditional puppet head from CT images by graph cut and machine learning methods

In this study, we discuss the digital archiving of Japanese traditional puppets. We propose two methods for extracting the puppet head shape from computed tomography (CT) images. The first is the graph cut method, and the second is a machine learning method based on U-Net. According to the experimen...

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Bibliographic Details
Main Authors: Hinata Ikeda, Hiroyuki Ukida, Kouki Yamazoe, Masahide Tominaga, Tomoyo Sasao, Kenji Terada
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:SICE Journal of Control, Measurement, and System Integration
Subjects:
3d shape reconstruction
puppet head
x-ray ct images
graph cut method
machine learning
u-net
Online Access:http://dx.doi.org/10.1080/18824889.2023.2185929

Internet

http://dx.doi.org/10.1080/18824889.2023.2185929

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