Multimodal high-resolution remote sensing image registration via coupling modality translation and 3D spatial relationship constraints

LI Xiaokui; YANG Shuwen; LI Ziyuan; WANG Wenju; ZHU Hao; XUE Yiming

doi:10.11834/jrs.20265468

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Multimodal high-resolution remote sensing image registration via coupling modality translation and 3D spatial relationship constraints
“The dense buildings and significant height differences in complex urban scenes amplify the nonlinear radiation errors and geometric distortions between multimodal remote sensing images, posing challenges to high-precision registration of high-resolution images. The research team proposes a new registration method based on modal transformation and three-dimensional spatial relationship constraints, which increases the average number of correct matching points by about 0.92-5.22 times compared to existing methods, providing a solution for high-precision registration of urban multimodal remote sensing images.”
- role：First author第一作者
- Affiliation：
  Faculty of Geomatic, Lanzhou Jiaotong University, Lanzhou730070, China
- Email：lxk0921high@163.com
- Introduction：李晓奎，研究方向为遥感影像智能处理。E-mail： lxk0921high@163.com
LI Xiaokui
1 * ,
- role：Corresponding author通信作者
- Affiliation：
  Faculty of Geomatic, Lanzhou Jiaotong University, Lanzhou730070, China
  National-Local Joint Engineering Research Center of Technologies and Applications for National Geographic State Monitoring, Lanzhou 730070, China
  Gansu Province Key Laboratory of Science and Technology in Surveying & Mapping, Lanzhou 730070, China
- Email：ysw040966@163.com
- Introduction：杨树文，研究方向为遥感数字图像处理及信息自动提取、灾害遥感。E-mail： ysw040966@163.com
YANG Shuwen
123 * ,
- Affiliation：
  Faculty of Geomatic, Lanzhou Jiaotong University, Lanzhou730070, China
LI Ziyuan
1 * ,
- Affiliation：
  Faculty of Geomatic, Lanzhou Jiaotong University, Lanzhou730070, China
WANG Wenju
1 * ,
- Affiliation：
  Faculty of Geomatic, Lanzhou Jiaotong University, Lanzhou730070, China
ZHU Hao
1 * ,
- Affiliation：
  Faculty of Geomatic, Lanzhou Jiaotong University, Lanzhou730070, China
XUE Yiming
1 *
Vol. 30, Issue 8, Pages: 2301-2316(2026)
DOI：10.11834/jrs.20265468
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Multimodal high-resolution remote sensing image registration via coupling modality translation and 3D spatial relationship constraints

LI Xiaokui

YANG Shuwen

LI Ziyuan

WANG Wenju

ZHU Hao

XUE Yiming

DOI：10.11834/jrs.20265468

Full Text(HTML)

Figs( 28 ) Tabs( 2 )

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