Automated Wall Moisture Detection in Heritage Sites Based on Convolutional Neural Network (CNN) for Infrared Imagery

Automated Wall Moisture Detection in Heritage Sites Based on Convolutional Neural Network (CNN) for Infrared Imagery

Infrared thermography (IRT), a widely used nondestructive testing method, is commonly employed to identify moisture in historic walls. However, its reliance on manual interpretation by experts makes the process both time-consuming and costly. This study addresses the challenge of detecting wall mois...

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Bibliographic Details
Main Authors: Yu-Chieh Chu, Ya-Yun Huang, Chen-Yu Ye, Shih-Lun Chen
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
infrared thermography
wall moisture
image preprocessing
image enhance
convolutional neural network
Online Access:https://www.mdpi.com/2076-3417/15/12/6495
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