A Method of Extracting the Mutual Feature Point and  Matching Map to SAR Images for Navigation

ZHANG Jun; CHENG Xue  guang; LIU Jiang

您当前的位置：

首页 >

文章列表页 >

A Method of Extracting the Mutual Feature Point and Matching Map to SAR Images for Navigation

更新时间：2025-12-08

- A Method of Extracting the Mutual Feature Point and Matching Map to SAR Images for Navigation
- Acta Electronica Sinica Issue 10, Pages: 58-61(1999)
- 作者机构：
  
  华中理工大学图像识别与人工智能研究所!武汉430074
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN957.52
- Published：1999
- 稿件说明：
移动端阅览
[1]张俊,陈学广,柳健.雷达地图匹配制导中的共性特征提取与匹配方法[J].电子学报,1999(10):58-61.

ZHANG Jun, CHENG Xue guang, LIU Jiang. A Method of Extracting the Mutual Feature Point and Matching Map to SAR Images for Navigation[J]. Acta Electronica Sinica, 1999, (10): 58-61.
[1]张俊,陈学广,柳健.雷达地图匹配制导中的共性特征提取与匹配方法[J].电子学报,1999(10):58-61. DOI：

ZHANG Jun, CHENG Xue guang, LIU Jiang. A Method of Extracting the Mutual Feature Point and Matching Map to SAR Images for Navigation[J]. Acta Electronica Sinica, 1999, (10): 58-61. DOI：

摘要

本文针对雷达地图匹配制导中的共性特征提取和雷达与地图匹配这一特定问题，应用小波变换多尺度分析提取共性特征．提出基于人工神经元网络的雷达地图匹配方法，并且给出相应的试验结果．因为Ｈｏｐｆｉｅｌｄ模型可以由集成电路实现．本文算法可以实时地完成．试验表明采用本匹配方法能够解决雷达地图匹配问题，获得比传统匹配方法，例如平均绝对差算法更高的匹配定位精度和匹配概率

Abstract

In this paper relaxation matching is investigated as a technique for matching map features to features in the SAR images.A method that applies wavelet transform to extract a number of feature points as a basis for matching and makes the Hopfield neural network perform the mutual feature point relaxation matching process is proposed.In such a way

the image matching by the relaxation process can be realized in real time since the Hopfield model net can be implemented by VLSI.The experimental result has showed that our approach is more efficient and has higher matching probability than usual approaches based on gray level and edges

such as MAD （Mean Absolute Difference） algorithm.

关键词

Keywords

references

Views

266

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

A Novel Region Segmentation Algorithm with Neural Network for Segmented Image Coding

Classification of Aircrafts Under Affine Transformation Using a Neural Network

Symmetric Neural Network: Asymptotic Stability and Learning

Related Author

ZHAO Rong-chang

MA Yi-de

J in Qi

Yan Pingfan

Wang Tao

He Zhijun

Yu Ruizhao

Related Institution

中南大学信息科学与工程学院

兰州大学信息科学与工程学院电路与系统研究所

Department of Automation, Tsinghua University

清华大学自动化系北京 100084

⁰