HA-RoadFormer: Hybrid Attention Transformer with Multi-Branch for Large-Scale High-Resolution Dense Road Segmentation

Road segmentation is one of the essential tasks in remote sensing. Large-scale high-resolution remote sensing images originally have larger pixel sizes than natural images, while the existing models based on Transformer have the high computational cost of square complexity, leading to more extended...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Zheng Zhang, Chunle Miao, Changan Liu, Qing Tian, Yongsheng Zhou
Format:	Article
Language:	English
Published:	MDPI AG 2022-06-01
Subjects:	dense road segmentation transformer multiscale patches hybrid-attention
Online Access:	https://www.mdpi.com/2227-7390/10/11/1915