Title :
Flexible method to calibrate projector–camera systems with high accuracy
Author :
Wei Song ; Xiang Xie ; Guolin Li ; Zhihua Wang
Author_Institution :
Inst. of Microelectron., Tsinghua Univ., Beijing, China
Abstract :
A flexible high-accuracy calibrating method is proposed for projector-camera systems. To reduce the interferences between the projected pattern and printed pattern, a pure white pattern is projected on the printed pattern board as the background image, and then a background subtraction process is applied. Through analysing the remaining noises, a Bayesian classifier-based adaptive filter is proposed to eliminate them and maximally reserve the information around corners with a minimum error probability to obtain accurate corner correspondences. Without the need for any additional high-precision devices, this method only uses a checkerboard calibration board. The experiment results show that the maximum reprojection error is <;0.4561 pixels and the root mean square of the reprojection error is 0.1422 pixels.
Keywords :
adaptive filters; belief networks; calibration; cameras; error statistics; human computer interaction; image classification; interference suppression; least mean squares methods; optical projectors; Bayesian classifier-based adaptive filter; PWP; RMS; background image subtraction process; checkerboard calibration board; flexible method; high-precision device; interference reduction; minimum error probability; printed pattern board; projected pattern; projector-camera system calibration; pure white pattern; reprojection error; root mean square;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2014.1383