A novel method to cope with appearing and disappearing points for the projective registration of free-form surfaces

We present a novel algorithm to cope with appearing and disappearing points for the projective registration of free-form surfaces. The novel method combines the ICP algorithm with FOE theory for the effective elimination of false matches. Experimental results based on both synthetic data and real images show that the proposed algorithm is accurate and robust.

[1]  Sing Bing Kang,et al.  Registration and integration of textured 3-D data , 1997, Proceedings. International Conference on Recent Advances in 3-D Digital Imaging and Modeling (Cat. No.97TB100134).

[2]  Paul J. Besl,et al.  A Method for Registration of 3-D Shapes , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Dmitry B. Goldgof,et al.  Motion estimation from scaled orthographic projections without correspondences , 1994, Image Vis. Comput..

[4]  Marcos A. Rodrigues,et al.  An iterative algorithm for the projective registration of free form surfaces , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[5]  N. Ayache,et al.  Multimodal Image Registration by Maximization of the Correlation Ratio , 1998 .

[6]  Sang Wook Lee,et al.  Invariant features and the registration of rigid bodies , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[7]  Gene H. Golub,et al.  Matrix computations , 1983 .

[8]  Nicholas Ayache,et al.  3D-2D Projective Registration of Free-Form Curves and Surfaces , 1997, Comput. Vis. Image Underst..

[9]  Ramesh C. Jain,et al.  Determining Motion Parameters for Scenes with Translation and Rotation , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  Takeo Kanade,et al.  A Stereo Matching Algorithm with an Adaptive Window: Theory and Experiment , 1994, IEEE Trans. Pattern Anal. Mach. Intell..