| 摄像机LSSVM标定技术在靶场测量中的应用 |
| |
| 引用本文： | 张军,李久成,张宇峰,郑玉新,曹殿广.摄像机LSSVM标定技术在靶场测量中的应用[J].光电工程,2011(10):20-26. |
| |
| 作者姓名： | 张军 李久成 张宇峰 郑玉新 曹殿广 |
| |
| 作者单位： | 63856部队; |
| |
| 摘 要： | 为改进传统靶场光学测量方法,提出了利用基于遗传算法(GA)和最小二乘支持向量机(LSSVM)的摄像机标定技术进行空间坐标测量的方法.首先介绍了摄像机LSSVM标定技术的思想,然后讨论了其在靶场测量中的应用.通过仿真实验分析,解决了在靶场实际应用中存在的训练样本的选取和样本容量的确定这两个关键问题.最后结合两次试验对摄像...
|
| 关 键 词： | 光学测量 摄像机标定 LSSVM 遗传算法 |
Application of Camera Calibration Using LSSVM in Range Measurement |
| |
| ZHANG Jun,LI Jiu-cheng,ZHANG Yu-feng,ZHENG Yu-xin,CAO Dian-guang.Application of Camera Calibration Using LSSVM in Range Measurement[J].Opto-Electronic Engineering,2011(10):20-26. |
| |
| Authors: | ZHANG Jun LI Jiu-cheng ZHANG Yu-feng ZHENG Yu-xin CAO Dian-guang |
| |
| Affiliation: | ZHANG Jun,LI Jiu-cheng,ZHANG Yu-feng,ZHENG Yu-xin,CAO Dian-guang (Unit 63856,Baicheng 137001,Jilin Province,China) |
| |
| Abstract: | A measurement method of the spacial coordinates using camera calibration based on Genetic Algorithm (GA) and Least Square Support Vector Machine (LSSVM) was proposed for improving the traditional optical measurement method in range.First of all,the idea of camera calibration using LSSVM was presented,and its application in range measurement was discussed.The two crucial problems of choosing the training samples and confirming the samples capacity were solved by simulation analysis in range application.Final... |
| |
| Keywords: | optical measurement camera calibration LSSVM genetic algorithm |
| 本文献已被 CNKI 等数据库收录！ |
|
