Mapping stains on flat roofs using semantic segmentation based on deep learning

Mapping stains on flat roofs using semantic segmentation based on deep learning

Moisture stains indicate ongoing degradation processes and may reveal areas of the roof slab where water infiltration occurs, compromising the performance and durability of the building system. During inspections of roofing systems, an inspector's field of vision differs from that of drones dur...

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Bibliographic Details
Main Authors: Lara Monalisa Alves dos Santos, Leonardo Rabero Lescano, Gabriel Toshio Hirokawa Higa, Vanda Alice Garcia Zanoni, Lenildo Santos da Silva, Cesar Ivan Alvarez, Hemerson Pistori
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Case Studies in Construction Materials
Subjects:
Maintenance
Building inspection
Computer Vision
CNN – FCN and DeepLabV3
Transformer – SegFormer
Online Access:http://www.sciencedirect.com/science/article/pii/S2214509524012580
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