Models and Methods | Views:113Downloads:27CSCD:0

  • Export

  • Collection

  • Album

    • Mamba-CSNet： Joint CNN and Mamba State-Space Modeling for Hyperspectral Image Compressive Sensing

    • “Hyperspectral image compression faces storage and transmission challenges. Mamba CSNet integrates CNN and Mamba's feature enhancement module and two-stage quantization encoding strategy, achieving a PSNR of 38.024 dB at a 1% sampling rate and reducing computational complexity by 11.1%, providing a solution for efficient compression of spaceborne hyperspectral data.”
      • role：First author第一作者
      • Affiliation：

        State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China

      • Email：jiajunchen@whu.edu.cn
      • Introduction：陈嘉骏，研究方向为高光谱图像压缩与重建。E-mail：jiajunchen@whu.edu.cn

      CHEN Jiajun

      1,
      • role：Corresponding author通信作者
      • Affiliation：

        School of Artificial Intelligence, Wuhan University, Wuhan 430072, China

      • Email：jing@whu.edu.cn
      • Introduction：肖晶，研究方向为高精度卫星遥感实时智能服务。E-mail：jing@whu.edu.cn

      XIAO Jing

      2 * ,
      • Affiliation：

        Hangzhou Institute, Xidian University, Hangzhou 311231, China

      LIAO Liang

      3,
      • Affiliation：

        State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China

        Hubei Luojia Laboratory, Wuhan 430079, China

      WANG Mi

      14
    • Vol. 30, Issue 9, Pages: 2811-2824(2026)  

    • DOI：10.11834/jrs.20266056    

    Scan QR Code

    Scan QR Code

  • Quote

    Translate The Full Text

  •  
  •  

  • AI Introduction

  • Full Text(HTML)

  • Figs( 15 ) Tabs( 7 )

  • References

  • Publication Info

  • Metrics

Alert me when the article has been cited
Submit

Related Articles

Related Author

Liao Liang 西安电子科技大学 杭州研究院
Wang Mi 武汉大学 测绘遥感信息工程全国重点实验室;湖北珞珈实验室
PAN Chengyi 云南大学 软件学院;云南大学 跨境网络空间安全教育部工程研究中心
JIN Xin 云南大学 软件学院;云南大学 跨境网络空间安全教育部工程研究中心
WANG Qianqian 云南大学 软件学院;云南大学 跨境网络空间安全教育部工程研究中心
MIAO Shengfa 云南大学 软件学院;云南大学 跨境网络空间安全教育部工程研究中心
JIANG Qian 云南大学 软件学院;云南大学 跨境网络空间安全教育部工程研究中心
ZHENG Huangqimei 云南大学 软件学院;云南大学 跨境网络空间安全教育部工程研究中心

Related Institution

School of Software, Yunnan University
Engineering Research Center of Cyberspace, Yunnan University
School of Computer, Nanjing University of Information Science and Technology
Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology
School of Computer Science and Engineering, Nanjing University of Science and Technology