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基于多约束条件和遗传算法的摄像机网络规划研究 被引量：2

Research on Camera Planning Based on Multiple Constraints and Genetic Algorithm
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摘要 针对大尺寸视觉测量中的高精度要求,提出了一种新的摄像机网络规划方法,结合实际视觉测量系统的各个环节,考虑了可见性、视场等多种约束对初始站位进行筛选,得到符合条件的有效站位,采用多细胞遗传算法在有效站位中搜索最优的摄像机站位组合。通过理论分析以及对抛物面天线的实验仿真,验证了该方法的有效性和准确性,研究内容对实际的视觉测量实验具有指导性作用。 A new method of camera planning is put forward to meet the need of high precision in large - scale vision measurement. Combined with each process in actual vision measurement, many constraints such as visibility and viewing field are considered to choose initial and valid camera placements. The combination of optimal placements of camera is searched in valid placements by using the multicellular genetic algorithm. The simulation results of experiment are proved to be veracity and efficiency of the solution. It will be of great guidance to actual experiments in vision measurement.
作者 王学娟 王君 董明利 吕乃光
机构地区 北京机械工业学院
出处 《工具技术》 北大核心 2008年第2期64-67,共4页 Tool Engineering
基金 国家自然科学基金资助项目(项目编号:50475176 50675015) 北京市自然科学基金 北京市教委科技发展计划重点项目(项目编号:KZ200511232019) 北京市属市管高校人才强教计划资助项目(项目编号:PXM2007-014224-044674) 北京市教委科技发展计划面上项目(项目编号:KM200611232004)
关键词 视觉测量 站位约束 网络优化 遗传算法 vision measurement, placement constraint, network optimization, genetic algorithm
分类号 TN943.6 [电子电信—信号与信息处理] O242.23 [理学—计算数学]
  • 相关文献

参考文献7

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共引文献10

同被引文献23

  • 1Mason S O, Grun A. Automatic Sensor placement for accurate dimensional inspection [J]. Computer vision and image understanding, 1995, 61(3): 454-467.
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  • 10苑云,张小虎,朱肇昆,孙祥一,尚洋.大型风力发电叶片变形的摄像测量方法研究[J].计算机应用,2012,32(A01):114-117. 被引量：8

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二级引证文献9

工具技术
2008年 第2期

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