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Semantic Segmentation Using Lightweight DeepLabv3+ for Desiccation Crack Detection in Soil

Soil desiccation cracks in natural clayey soil pose significant risks to the stability of civil and geotechnical structures. Traditional methods for detecting these cracks are often inefficient and prone to inaccuracies. Therefore, we applied a deep learning approach of semantic segmentation based o...

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Principais autores: Hui Yean Ling, See Hung Lau, Siaw Yah Chong, Min Lee Lee, Yasuo Tanaka
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-04-01
coleção:Engineering Proceedings
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Acesso em linha:https://www.mdpi.com/2673-4591/91/1/2
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