Semantic segmentation of high-resolution remote sensing imagery using a three-branch integrated network architecture

SHAN Huilin; WANG Xingtao; LIU Wenxing; MENG Xiangyuan; WANG Zhihao; ZHANG Yinsheng

doi:10.11834/jrs.20254321

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Semantic segmentation of high-resolution remote sensing imagery using a three-branch integrated network architecture
“In the field of remote sensing image semantic segmentation, experts have proposed a high-resolution remote sensing image semantic segmentation algorithm based on a three branch ensemble network, which effectively improves the accuracy of remote sensing image segmentation.”
- role：First author第一作者
- Affiliation：
  Jiangsu Province Engineering Research Center of Integrated Circuit Reliability Technology and Testing System, Wuxi University ,Wuxi 214105,China
  School of Electronics and Information Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China
- Email：shanhuilin@nuist.edu.cn
- Introduction：单慧琳，研究方向为遥感图像分割、深度学习。E-mail： shanhuilin@nuist.edu.cn
SHAN Huilin
12 * ,
- Affiliation：
  School of Electronics and Information Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China
WANG Xingtao
2 * ,
- Affiliation：
  School of Electronics and Information Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China
LIU Wenxing
2 * ,
- Affiliation：
  Jiangsu Province Engineering Research Center of Integrated Circuit Reliability Technology and Testing System, Wuxi University ,Wuxi 214105,China
MENG Xiangyuan
1 * ,
- Affiliation：
  Jiangsu Province Engineering Research Center of Integrated Circuit Reliability Technology and Testing System, Wuxi University ,Wuxi 214105,China
WANG Zhihao
1 * ,
- role：Corresponding author通信作者
- Affiliation：
  Jiangsu Province Engineering Research Center of Integrated Circuit Reliability Technology and Testing System, Wuxi University ,Wuxi 214105,China
  School of Electronics and Information Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China
- Email：yorkzhang@nuist.edu.cn
- Introduction：张银胜，研究方向为遥感图像处理、深度学习。E-mail： yorkzhang@nuist.edu.cn
ZHANG Yinsheng
12 *
Vol. 29, Issue 11, Pages: 3378-3393(2025)
DOI：10.11834/jrs.20254321
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Semantic segmentation of high-resolution remote sensing imagery using a three-branch integrated network architecture

SHAN Huilin

WANG Xingtao

LIU Wenxing

MENG Xiangyuan

WANG Zhihao

ZHANG Yinsheng

DOI：10.11834/jrs.20254321

AI Introduction

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Figs( 15 ) Tabs( 6 )

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