A new method for evaluating the uniformity of steel slag distribution in steel slag asphalt mixture based on deep learning

•Segmentation of steel slag in steel slag asphalt mixture based on deep learning.•Comparing the performance of three networks, U-Net segmentation works best.•Segmentation of bonded steel slag based on pixel-level watershed algorithm.•A steel slag distribution uniformity evaluation system was constru...

Full description

Saved in:
Bibliographic Details
Published in:Construction & building materials Vol. 400; p. 132766
Main Authors: Liu, Jianan, Yuan, Linjian, Wang, Zhenjun, Jing, Haosen, Shao, Tingquan, Chen, Hao
Format: Journal Article
Language:English
Published: Elsevier Ltd 12.10.2023
Subjects:
Asphalt mixture
Deep learning
Pixel level
Uniformity
Watershed algorithm
U-Net
Pv
MIoU
RPD
Asphalt mixture
DeepLabV3
PSPNet
Deep learning
UI
Pixel level
Watershed algorithm
Ph
Uniformity
MPA
ISSN:0950-0618, 1879-0526
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Be the first to leave a comment!
You must be logged in first