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Improved Mask R-CNN for Rural Building Roof Type Recognition from UAV High-Resolution Images: A Case Study in Hunan Province, China

Accurate roof information of buildings can be obtained from UAV high-resolution images. The large-scale accurate recognition of roof types (such as gabled, flat, hipped, complex and mono-pitched roofs) of rural buildings is crucial for rural planning and construction. At present, most UAV high-resol...

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Principais autores: Yanjun Wang, Shaochun Li, Fei Teng, Yunhao Lin, Mengjie Wang, Hengfan Cai
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-01-01
Serier:Remote Sensing
Fag:
UAV high-resolution optical image
roof type recognition
VDVI
Sobel
improved Mask R-CNN
deep learning
Online adgang:https://www.mdpi.com/2072-4292/14/2/265
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