Multi-scale feature fusion for pavement crack detection based on Transformer

Multi-scale feature fusion for pavement crack detection based on Transformer

Automated pavement crack image segmentation presents a significant challenge due to the difficulty in detecting slender cracks on complex pavement backgrounds, as well as the significant impact of lighting conditions. In this paper, we propose a novel approach for automated pavement crack detection...

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Bibliographic Details
Main Authors: Yalong Yang, Zhen Niu, Liangliang Su, Wenjing Xu, Yuanhang Wang
Format: Article
Language:English
Published: AIMS Press 2023-07-01
Series:Mathematical Biosciences and Engineering
Subjects:
crack detection
transformer
feature map
multi-scale feature
feature fusion
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023668?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023668?viewType=HTML

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