Instance segmentation scheme for roofs in rural areas based on Mask R-CNN

Instance segmentation scheme for roofs in rural areas based on Mask R-CNN

Rooftop detection has numerous applications such as change detection in human settlements, land encroachments, planning routes to rural areas and estimation of solar generation potential of cities. Detecting the number, type and shape of building roofs form part of preliminary procedures to perform...

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Bibliographic Details
Main Authors: Mark Amo-Boateng, Nana Ekow Nkwa Sey, Amprofi Ampah Amproche, Martin Kyereh Domfeh
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Egyptian Journal of Remote Sensing and Space Sciences
Subjects:
Deep learning
Mask R-CNN
Instance segmentation
Rural rooftops
Object detection
Online Access:http://www.sciencedirect.com/science/article/pii/S1110982322000461

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http://www.sciencedirect.com/science/article/pii/S1110982322000461

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