Registration of Views for an Automatic 3D-Optical Measurement System

Authors

  • นัยสันต์ อภิวัฒนลังการ ภาควิชาวิศวกรรมเครื่องกล คณะวิศวกรรมศาสตร์ มหาวิทยาลัยเกษตรศาสตร์ บางเขน

Keywords:

Reverse Engineering, Registration of Views, Structured Light

Abstract

In this article, the procedures to assemble point clouds of an object represented in different coordinate systems into the same coordinate system using Iterative Closest Point (ICP) algorithm are presented. The ICP algorithm is composed of two parts: 1) computing the closest point in a point set to a given point and 2) corresponding point set registration. In experiments, point clouds of an object are obtained from gray-code light projection technic. The developed programs are tested by two examples: a) verifying the developed programs against point set matching example from [4] and b) assembling point clouds obtained by scanning a cube with dimension 0.2 m.

References

G. Sansoni and F. Docchio, “Three-Dimensional Optical Measurements and Reverse Engineering for Automotive Applications,” Robotics and Computer-Integrated Manufacturing, Vol.20, pp.359-367, 2004.

J. Guhring, “Dense 3-D Surface Acquisition by Structured Light Using Off-the-Shelf Components,” Videometrics and Optical Methods for 3D Shape Measurement, SPIE, Vol.4309, pp.220-231, 2001.

N. Apiwattanalunggarn, “Development of an Automatic 3D-Optical Measurement System for Industrial Applications,” Kasetsart Engineering Journal, Vol.72, May-July, 2553.

P. Besl and N. Mckay, “A Method for Registration of 3-D Shapes,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.14, No.2, pp.239-256, 1992.

K.S. Fu, R.C. Gonzalez, and C.S.G. Lee, ROBOTICS: Control, Sensing, Vision, and Intelligence, McGraw-Hill, 1987.

B.K.P. Horn, “Closed-form solution of absolute orientation using unit quaternions,” J. Opt. Soc. Amer. A, Vol.4, No.4, pp.629-642, Apr., 1987.

Downloads

Published

2019-03-29

How to Cite

[1]
อภิวัฒนลังการ น., “Registration of Views for an Automatic 3D-Optical Measurement System”, Eng. & Technol. Horiz., vol. 36, no. 1, pp. 9–16, Mar. 2019.

Issue

Section

Research Articles