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Anchao Yin

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Articles

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

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By Xiaoqin Xue, Chao Ren, Anchao Yin, Ying Zhou
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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CDAU-Net: A Novel CoordConv-Integrated Deep Dual Cross Attention Mechanism for Enhanced Road Extraction in Remote Sensing Imagery

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By Anchao Yin, Chao Ren, Weiting Yue, Hongjuan Shao
| MDPI
4.3. Comparative Experiment Results and Analysis In this section, a meticulous comparative evaluation of the CDAU-Net architecture is conducted, benchmarking against five contemporaneous state-of-the-art road extraction networks: U-Net [], ResUNet [], HRNetV2 [], DeepLabV3+ [], and DDUNet [].
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C2S-RoadNet: Road Extraction Model with Depth-Wise Separable Convolution and Self-Attention

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By Anchao Yin, Chao Ren, Zhiheng Yan, Xiaoqin Xue
| MDPI
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
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