On Using Projective Relations for Calibration and Estimation in a Structured-Light Scanner

被引:0
|
作者
Dhillon, Daljit Singh [1 ]
Govindu, Venn Madhav [1 ]
机构
[1] Indian Inst Sci, Dept Elect Engn, Bangalore 560012, Karnataka, India
关键词
3D Reconstruction; Structured-Light Scanner; System Calibration; Projector Calibration; Homography; Cross-Ratio; MODEL;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For structured-light scanners, the projective geometry between a projector-camera pair is identical to that of a camera-camera pair. Consequently, in conjunction with calibration, a variety of geometric relations are available for three-dimensional Euclidean reconstruction. In this paper, we use projector-camera epipolar properties and the projective invariance of the cross-ratio to solve for 3D geometry. A key contribution of our approach is the use of homographies induced by reference planes, along with a calibrated camera, resulting in a simple parametric representation for projector and system calibration. Compared to existing solutions that require an elaborate calibration process, our method is simple while ensuring geometric consistency. Our formulation using the invariance of the cross-ratio is also extensible to multiple estimates of 3D geometry that can be analysed in a statistical sense. The performance of our system is demonstrated on some cultural artifacts and geometric surfaces.
引用
收藏
页码:831 / 842
页数:12
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