A multi-scale remote sensing semantic segmentation model with boundary enhancement based on UNetFormer

Abstract The precise execution of semantic segmentation on remote sensing data is a pivotal factor. It determines the achievements and impact of geoscience endeavors and their applications. However, challenges caused by target edge blurring and scale variability in high-resolution remote sensing ima...

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Bibliographic Details
Main Authors: JiangQing Wang, Ting Chen, Lu Zheng, Jun Tie, YiBo Zhang, PinTing Chen, ZhiQing Luo, QuanJie Song
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-99663-9
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