PCCAU-Net: A Novel Road Extraction Method Based on Coord Convolution and a DCA Module

PCCAU-Net: A Novel Road Extraction Method Based on Coord Convolution and a DCA Module

In the domain of remote sensing research, the extraction of roads from high-resolution imagery remains a formidable challenge. In this paper, we introduce an advanced architecture called PCCAU-Net, which integrates Pyramid Pathway Input, CoordConv convolution, and Dual-Inut Cross Attention (DCA) mod...

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Bibliographic Details
Main Authors:	Xiaoqin Xue, Chao Ren, Anchao Yin, Ying Zhou, Yuanyuan Liu, Cong Ding, Jiakai Lu
Format:	Article
Language:	English
Published:	MDPI AG 2024-02-01
Series:	Applied Sciences
Subjects:	road extraction pyramid pathway input CoordConv Dual-Input Cross Attention (DCA) Modules
Online Access:	https://www.mdpi.com/2076-3417/14/4/1634

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