Artificial Intelligence and Data Science
Online ISSN : 2435-9262
Verification for an efficient method of dam body inspection that integrates 3D reconstruction technology and anomaly detection
Ryoma KITAMURAAkira ISHIITomoyasu NANAUMIYukino TSUZUKIJungo SHIGETAYuki GONJIN
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JOURNAL OPEN ACCESS

2025 Volume 6 Issue 3 Pages 64-76

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Abstract

Conventional crack maps for dam structures are based on visual inspection by skilled engineers. Due to aging and labor shortages, efficient, less manual methods are needed. This study applied anomaly detection as a screening step for crack map creation, improving detection speed and accuracy. Additionally, for images affected by inconsistent lighting, the effect of post-capture color correction on 3D reconstruction and anomaly detection was evaluated, confirming its usefulness.

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© 2025 Japan Society of Civil Engineers
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