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基于五点算法估计基础矩阵的研究

周春艳 范学栋 邹峥嵘

计算机技术与发展2011,Vol.21Issue(11):8-10,3.
计算机技术与发展2011,Vol.21Issue(11):8-10,3.

基于五点算法估计基础矩阵的研究

Research of Fundamental Matrix Based on 5-Point Algorithm

周春艳 1范学栋 1邹峥嵘1

作者信息

  • 1. 中南大学信息科学与工程学院,湖南长沙410083
  • 折叠

摘要

Abstract

Fundamental matrix is the basis of three - dimensional reconstruction and motion estimation,camera calibration and matching , is an important task in computer vision. It uses the Polar distance minimum principle to 5-point algorithm for improving: in the initial estimation, using the 5-point algorithm, reducing the number of algorithm of sampling and sample time, and then point to a line of minimum distance principle removed to 5 points algorithms for polynomial false solution, use the correct solution to the nature of matrix, and then by the basic nature of matrix and matrix normalization of relations between fundamental matrix get fundamental matrix. Experiment proved the algorithm improved the accuracy of estimation basic matrix and removed misunderstanding solution,improved the accuracy rate of the 5 -point algorithm.

关键词

基础矩阵/本质矩阵/五点算法/点到极线的距离最小原理

Key words

fundamental matrix/essential matrix/5-point algorithm/point to a line of minimum distance principle

分类

信息技术与安全科学

引用本文复制引用

周春艳,范学栋,邹峥嵘..基于五点算法估计基础矩阵的研究[J].计算机技术与发展,2011,21(11):8-10,3.

基金项目

国家自然科学基金(6107187) (6107187)

计算机技术与发展

OACSTPCD

1673-629X

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