A spatial-channel hierarchical deep learning network for pixel-level automated crack detection

This research develops a novel computer vision approach named a spatial-channel hierarchical network (SCHNet), which is feasible to support the automated and reliable concrete crack segmentation at the pixel level. Specifically, SCHNet with a base net Visual Geometry Group 19 (VGG19) contains a self...

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Bibliographic Details
Main Authors: Pan, Yue, Zhang, Gaowei, Zhang, Limao
Other Authors: School of Civil and Environmental Engineering
Format: Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/161075
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Institution: Nanyang Technological University
Language: English