Title :
Study of 3D splicing method based on control net in stereo vision measurement system
Author :
Xu, Qiaoyu ; Cai, Haichao ; Che, Rensheng
Author_Institution :
Sch. of Electromech. Eng., Henan Univ. of Sci. & Technol., Luoyang, China
Abstract :
In order to enlarge the measurement range of stereo vision measurement system and realize the accurate measurement for large-scale workpiece, the paper proposes the 3D(three-dimensional) splicing method based on control net. The method constructs the measurement control net on the basis of unit quaternions with the assistant measurement control points set around the measured workpiece, and optimizes the measurement precision of control net with Levenberg-Marquardt optimal algorithm. It transforms the measurement data in the local coordinate systems in different measuring positions to the global space coordinate system, obtains the global measurement data and realizes the 3D splicing of the measurement data. The experiment results show that the proposed method not only enlarges the measurement scope, but also raises the measurement precision for large-scale workpiece.
Keywords :
coordinate measuring machines; measurement standards; physical instrumentation control; splicing; stereo image processing; 3D image splicing method; Levenberg-Marquardt optimal algorithm; assistant measurement control points; control net; global measurement data; global space coordinate system; large-scale workpiece measurement; local coordinate system; measurement precision; stereo vision measurement system; unit quaternions; Control systems; Coordinate measuring machines; Large-scale systems; Machinery; Optimal control; Optimization methods; Position measurement; Quaternions; Splicing; Stereo vision; 3D splicing; control net; optical probe; stereo vision measurement system; unit quaternions;
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
DOI :
10.1109/ICEMI.2009.5274102