AFMamba： Adaptive fusion network for hyperspectral and LiDAR data collaborative classification based on Mamba

WENG Qian; CHEN Gengwei; PAN Zengying; LIN Jiawen; ZHENG Xiangtao

doi:10.11834/jrs.20254539

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AFMamba： Adaptive fusion network for hyperspectral and LiDAR data collaborative classification based on Mamba
“This paper introduces the research progress in the field of multimodal remote sensing data fusion classification. Relevant experts have constructed an adaptive fusion collaborative classification network based on Mamba structure for hyperspectral and LiDAR data, providing a new solution for improving the accuracy of land cover recognition classification.”
- role：First author第一作者
- Affiliation：
  College of Computer and Data Science, Fuzhou University, Fuzhou 350108, China
  Engineering Research Center of Big Data Intelligence,Ministry of Education, Fuzhou 350108, China
  Fujian Key Laboratory of Network Computing and Intelligent Information Processing (Fuzhou University), Fuzhou 350108, China
- Email：fzuwq@fzu.edu.cn
- Introduction：翁谦，研究方向为遥感图像分析、计算机视觉。E-mail： fzuwq@fzu.edu.cn
WENG Qian
123 * ,
- Affiliation：
  College of Computer and Data Science, Fuzhou University, Fuzhou 350108, China
  Fujian Key Laboratory of Network Computing and Intelligent Information Processing (Fuzhou University), Fuzhou 350108, China
CHEN Gengwei
13 * ,
- Affiliation：
  College of Computer and Data Science, Fuzhou University, Fuzhou 350108, China
  Fujian Key Laboratory of Network Computing and Intelligent Information Processing (Fuzhou University), Fuzhou 350108, China
PAN Zengying
13 * ,
- Affiliation：
  College of Computer and Data Science, Fuzhou University, Fuzhou 350108, China
  Engineering Research Center of Big Data Intelligence,Ministry of Education, Fuzhou 350108, China
  Fujian Key Laboratory of Network Computing and Intelligent Information Processing (Fuzhou University), Fuzhou 350108, China
LIN Jiawen
123 * ,
- role：Corresponding author通信作者
- Affiliation：
  College of Physics and Information Engineering, Fuzhou University, Fuzhou 350108, China
- Email：xiangtaoz@gmail.com
- Introduction：郑向涛，研究方向为计算机视觉、模式识别。E-mail： xiangtaoz@gmail.com
ZHENG Xiangtao
4 *
Vol. 30, Issue 2, Pages: 296-310(2026)
DOI：10.11834/jrs.20254539
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AFMamba： Adaptive fusion network for hyperspectral and LiDAR data collaborative classification based on Mamba

WENG Qian

CHEN Gengwei

PAN Zengying

LIN Jiawen

ZHENG Xiangtao

DOI：10.11834/jrs.20254539

AI Introduction

Full Text(HTML)

Figs( 20 ) Tabs( 8 )

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