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3D形貌测量中一种基于主成分分析的单帧投影栅算法
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Indexed by:期刊论文

Date of Publication:2013-01-01

Journal:光电子·激光

Included Journals:Scopus、EI、PKU、ISTIC、CSCD

Volume:24

Issue:7

Page Number:1375-1379

ISSN No.:1005-0086

Key Words:主成分分析(PCA); 相位测量轮廓术(PMP); 相位去包裹; 聚类分析法

Abstract:将主成分分析(PCA)引入投影栅形貌测量中,提出了一种基于PCA的单帧投影栅算法。由计算机生成正弦条纹图,利用DLP投影仪投影到被测物体表面,由
   CCD相机采集受物体形貌调制的畸变条纹图并保存在计算机中进行处理。首先由采集的变形条纹图构成5帧空域相移图;然后将多帧相移条纹图分解成不相关的主
   成分,由第1和第2主成分利用反正切函数计算得到变形条纹相位信息;最后根据条纹相位的单调性,采用聚类分析法确定相位全局符号。实验结果表明,本文算法
   无需确定相移量就可直接解调出与物体形貌对应的相位数据,运算速度快,测量精度高,适用于在线三维形貌测量。

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Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

Gender:Male

Alma Mater:Dalian University of Technology (DUT)

Degree:Doctoral Degree

School/Department:State Key Laboratory of Industrial Equipment for Structral Analysis, Department of Engineering Mechanics

Discipline:Solid Mechanics. Applied and Experimental Mechanics. Engineering Mechanics. Mechanical Manufacture and Automation. Vehicle Engineering. Aerospace Mechanics and Engineering. mechanics of manufacturing process

Business Address:Room 321, Department of Engineering Mechanics

Contact Information:Tel.: 86 0411-84708406 Email: leizk@dlut.edu.cn

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