Deep Learning-Based Thermal Image Analysis for Pavement Defect Detection and Classification Considering Complex Pavement Conditions

Deep Learning-Based Thermal Image Analysis for Pavement Defect Detection and Classification Considering Complex Pavement Conditions

Automatic damage detection using deep learning warrants an extensive data source that captures complex pavement conditions. This paper proposes a thermal-RGB fusion image-based pavement damage detection model, wherein the fused RGB-thermal image is formed through multi-source sensor information to a...

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Bibliographic Details
Main Authors: Cheng Chen, Sindhu Chandra, Yufan Han, Hyungjoon Seo
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Remote Sensing
Subjects:
pavement defect detection
machine learning
thermal analysis
multichannel image fusion
Online Access:https://www.mdpi.com/2072-4292/14/1/106

Internet

https://www.mdpi.com/2072-4292/14/1/106

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