基于FPGA的遥感图像高分辨系统设计
作者:
作者单位:

浙江大学信息与电子工程学院 杭州 310011

作者简介:

程江涵 1999年生,硕士研究生。
夏江南 2000年生,硕士研究生。
李 毅 2000年生,硕士研究生。
李军伟 1977年生,教授,博士生导师。

通讯作者:

李军伟(lijunwei7788@zju.edu.cn)

中图分类号:

TP751.1;TN492

基金项目:

浙江省重点研发计划项目多模态遥感数据规整及在轨智能融合平台(2023C01027)


Design of High-Resolution Remote Sensing Image System Based on FPGA
Author:
Affiliation:

College of Information Science & Electronic Engineering, Zhejiang University, Hangzhou 310011, China

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    摘要:

    随着遥感技术的进步,对遥感图像的高分辨率需求也愈发强烈。然而,由于光学器件的限制、传感器分辨率的不足以及卫星轨道高度等因素的影响,成像设备捕获的遥感图像往往不具有理想的分辨率,成像效果不尽人意,给研究人员对遥感图像的特征提取和分析带来了极大的困扰。为了解决该问题,本文使用模块化、可重构的系统架构,通过多行缓冲的流水线机制,基于FPGA硬件平台设计双边滤波、上采样、下采样等实时处理模块,并构造图像金字塔和拉普拉斯金字塔,通过逐层插值的方式,实现对图像的高分辨。整体系统的硬件设计基于Xilinx XC7A35T FPGA芯片实现,并根据其综合结果进行性能指标分析,系统的可移植性良好。该系统中,当图像处理模块工作时钟频率为180 MHz时,延时小于5 ms,可满足系统的实时性要求。

    Abstract:

    With the advancement of remote sensing technology, there is an increasing demand for high-resolution remote sensing images. However, due to the limitations of optical devices, insufficient sensor resolution, and factors such as satellite orbital height, the imaging equipment captured remote sensing images often cannot achieve the ideal resolution, and the imaging effect is not satisfactory, which brings great trouble to researchers in extracting and analyzing the features of remote sensing images. To solve this problem, a modular and reconfigurable system architecture is used, and a multi-row buffer pipeline mechanism is implemented based on the FPGA hardware platform to design real-time processing modules such as bilateral filtering, upsampling, and downsampling. Image pyramids and Laplacian pyramids are constructed, and image interpolation is performed layer by layer to achieve high-resolution imaging. The overall system hardware design is based on the Xilinx XC7A35T FPGA chip and its synthesis results are analyzed for performance indicators. The system has good portability. With the clock frequency of the image processing modules in the system set to 180 MHz, the delay is less than 5 ms, which can meet the real-time requirements of the system.

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程江涵,夏江南,李毅,李军伟.基于FPGA的遥感图像高分辨系统设计[J].遥测遥控,2025,46(2):109-115.

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  • 收稿日期:2024-12-16
  • 最后修改日期:2025-01-09
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  • 在线发布日期: 2025-03-19
  • 出版日期:
  • 优先出版日期: 2025-03-19