CDAU-Net: A Novel CoordConv-Integrated Deep Dual Cross Attention Mechanism for Enhanced Road Extraction in Remote Sensing Imagery

In the realm of remote sensing image analysis, the task of road extraction poses significant complexities, especially in the context of intricate scenes and diminutive targets. In response to these challenges, we have developed a novel deep learning network, christened CDAU-Net, designed to discern...

Full description

Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Anchao Yin, Chao Ren, Weiting Yue, Hongjuan Shao, Xiaoqin Xue
Format:	Article
Language:	English
Published:	MDPI AG 2023-10-01
Subjects:	remote sensing image analysis road extraction CDAU-Net CoordConv convolutions Deep Dual Cross Attention (DDCA)
Online Access:	https://www.mdpi.com/2072-4292/15/20/4914