Segmentation and visualization of the Shampula dragonfly eye glass bead CT images using a deep learning method

Segmentation and visualization of the Shampula dragonfly eye glass bead CT images using a deep learning method

Abstract Micro-computed tomography (CT) of ancient Chinese glass dragonfly eye beads has enabled detailed exploration of their internal structures, contributing to our understanding of their manufacture. Segmentation of these CT images is essential but challenging due to variation in grayscale value...

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Bibliographic Details
Main Authors: Lingyu Liao, Qian Cheng, Xueyan Zhang, Liang Qu, Siran Liu, Shining Ma, Kunlong Chen, Yue Liu, Yongtian Wang, Weitao Song
Format: Article
Language:English
Published: SpringerOpen 2024-11-01
Series:Heritage Science
Subjects:
Dragonfly eye glass beads
CT image segmentation
U-Net
3D visualization
Online Access:https://doi.org/10.1186/s40494-024-01505-w
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https://doi.org/10.1186/s40494-024-01505-w

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