Effective segmentation of short fibers in glass fiber reinforced concrete’s X-ray images using deep learning technology
Fiber extraction and segmentation are critical to identifying the distribution of short fibers in fiber reinforced concrete. This work presents a new segmentation model based on the DeepLab V3 + network for automated probabilistic segmentation of fibers embedded in glass fiber reinforced concrete (G...
Main Authors: | Li Hong, Peng Zhang, Dongxu Liu, Peng Gao, Binggen Zhan, Qijun Yu, Lizhi Sun |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2021-11-01
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Series: | Materials & Design |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S0264127521005797 |
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