3D Shape Reconstruction of Puppet Head from CT Images by Machine Learning | IEEE Conference Publication | IEEE Xplore

3D Shape Reconstruction of Puppet Head from CT Images by Machine Learning


Abstract:

This paper discusses a method to reconstruct 3D shape of puppet’s heads from CT images by a machine learning. Our proposed method performs two classes segmentation for wo...Show More

Abstract:

This paper discusses a method to reconstruct 3D shape of puppet’s heads from CT images by a machine learning. Our proposed method performs two classes segmentation for wood and other areas in CT images using the U-Net framework. By using this method, we can extract wood parts which consists of 3D shape of puppet’s head. As a result of experiments, some parts cannot be correctly discriminated due to the influence of metal parts. However, we can confirm that most of the wood parts can be extracted correctly.
Date of Conference: 06-09 September 2022
Date Added to IEEE Xplore: 06 October 2022
ISBN Information:
Conference Location: Kumamoto, Japan

References

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