A fast algorithm for ICP-based 3D shape biometrics

Proceedings - Fourth IEEE Workshop on Automatic Identification Advanced Technologies, AUTO ID 2005

Volumn 2005, Issue , 2005, Pages 213-218

  Yan, Ping ^a   Bowyer, Kevin W ^a  

^a University of Notre Dame   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; GALLERY IMAGES; SHAPE MATCHING;

ALGORITHMS; COMPUTATION THEORY; DATABASE SYSTEMS; IMAGE ANALYSIS; PROBLEM SOLVING;

PATTERN MATCHING;

EID: 33750959586     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AUTOID.2005.1     Document Type: Conference Paper

References (22)

1. R. Benjemaa and F. Schmitt. Fast global registration of 3d sampled surfaces using a multi-z-buffer technique. In International Conference on Recent Advances in 3-D Digital Imaging and Modeling (3DIM '97), pages 113-119, 1997.
2. P. Besl and N. McKay. A method for registration of 3-D shapes. In IEEE Trans. Pattern Anal. Machine Intell., pages 239-256, 1992.
3. K. Chang, K. Bowyer, and P. Flynn. An evaluation of multi-modal 2D+3D face biometrics. In IEEE Trans. Pattern Anal. Machine Intell., volume 27(4), pages 619-624, 2005.
4. K. I. Chang, K. W. Bowyer, and P. J. Flynn. Adaptive rigid multi-region selection for handling expression variation in 3d face recognition. In IEEE Workshop on Face Recognition Grand Challenge Experiments, June 2005.
5. H. Chen and B. Bhanu. Contour matching for 3D ear recognition. In Seventh IEEE Workshops on Application of Computer Vision, pages 123-128, 2005.
6. Y. Chen and G. Medioni. Object modelling by registration of multiple range images. In International Journal, of Image and Vision Computing, volume 10(3), pages 145-155, April, 1992.
7. J. G. Cleary. Analysis of an algorithm for finding nearest neighbors in euclidean space. In ACM Transactions on Mathematical Software (TOMS), volume 5(2), pages 183-192, 1979.
8. N. Gelfand, S. Rusinkiewicz, L. Ikemoto, and M. Levoy. Geometrically stable sampling for the icp algorithm. In Fourth International Conference on 3-D Digital Imaging and Modeling, pages 260-267, October 06-10, 2003.
9. M. Greenspan and G. Godin. A nearest neighbor method for efficient icp. In Proceedings of the 3rd International Conference on 3-D Digital Imaging and Modeling, pages 161-170, May 28-June 1, 2001.
10. A. E. Johnson and M. Hebert. Using spin images for efficient object recognition in cluttered 3d scene. In IEEE Trans. Pattern Anal. Machine Intell., volume 21(5), pages 433-449, May 1999.
11. T. Jost and H. Hügli. Multi-resolution icp with heuristic closest point search for fast and robust 3d registration of range images. In Fourth International Conference on 3-D Digital Imaging and Modeling, pages 427-433, October 06-10, 2003.
12. K.-L. Low and A. Lastra. Reliable and rapidly-converging icp algorithm using multiresolution smoothing. In Fourth International Conference on 3-D Digital Imaging and Modeling, pages 171-178, October 06-10, 2003.
13. X. Lu, D. Colbry, and A. K. Jain. Three-dimensional model based face recognition. In 7th IEEE Workshop on Applications of Computer Vision, pages 156-163, 2005.
14. G. Medioni and R. Waupotitsch. Face recognition and modeling in 3D. In IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), pages 232-233, October 2003.
15. S. Rusinkiewicz and M. Levoy. Efficient variants of the ICP algorithm. In Third International Conference on 3D Digital Imaging and Modeling (3DIM), pages 145-152, June 2001.
16. D. Simon, M. Hebert, and T. Kanade. Techniques for fast and accurate intra-surgical registration. In First International Symposium on Medical Robotics and Computer Assisted Surgery, pages 90-97, September 1994.
17. D. L. Woodard and P. J. Flynn. Personal identification utilizing finger surface features. In Computer Vision Pattern Recognition, pages 1030-1036, June 20-25, 2005.
18. P. Yan and K. W. Bowyer. Ear biometrics using 2D and 3D images. In Advanced 3D Imaging for Safety and Security, June 2005.
19. P. Yan and K. W. Bowyer. Empirical evaluation of advanced ear biometrics. In IEEE Computer Society Workshop on Empirical Evaluation Methods in Computer Vision, June 2005.
20. P. Yan and K. W. Bowyer. ICP-based approaches for 3D ear recognition. In Biometric Technology for Human Identification II, Proceedings of SPIE, volume 5779, pages 282-291, March 2005.
21. D. Zhang and M. Hebert. Harmonic maps and their applications in surface matching. In Computer Vision Pattern Recognition, volume 2, 1999.
22. T. Zinßer, J. Schmidt, and H. Niemann. Performance analysis of nearest neighbor algorithms for icp registration of 3d point sets. In 8th International Fall Workshop of Vision, Modeling, and Visalization, November 19-21, 2003.