Building Extraction Algorithm for Remote Sensing Images by Fusing Partial Convolution and Residual Refinement

Due to the high similarity between background and buildings in high spatial resolution remote sensing images, which makes it difficult for the network to take into account buildings of different sizes, the pixels in the building boundary region are confused with the background, and the building boun...

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Bibliographic Details

Published in:	Jisuanji kexue yu tansuo
Main Author:	HOU Jiaxing, QI Xiangming, HAO Ming, ZHANG Jin
Format:	Article
Language:	Chinese
Published:	Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-10-01
Subjects:	high resolution remote sensing imagery; building extraction; boundary smoothing; multiscale features; u-net; partial convolution
Online Access:	http://fcst.ceaj.org/fileup/1673-9418/PDF/2310073.pdf