Range image segmentation by surface extraction using an improved robust estimator

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 2, Issue , 2003, Pages

  Gotardo, Paulo F U ^a   Bellon, Olga R P ^a   Silva, Luciano ^b  

^a FEDERAL UNIVERSITY OF PARANÁ   (Brazil)

^b CPGEI   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

ESTIMATION; EVALUATION; FEATURE EXTRACTION; GENETIC ALGORITHMS; IMAGE SEGMENTATION; ITERATIVE METHODS; OPTIMIZATION; PERFORMANCE;

RANGE IMAGE SEGMENTATION; SURFACE EXTRACTION;

COMPUTER VISION;

EID: 0041431052     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. O. Bellon and L. Silva. New improvements on range image segmentation by edge detection. IEEE Signal Processing Letters, 9(2):43-45, 2002.
2. Y. Chen and C. Liu. Quadric surface extraction using genetic algorithms. Comp.-Aided Design, 31(2):101-110, 1999.
3. M. Fischler and R. Bolles. Random Sample Consensus: A paradigm for model fitting with applications to image analysis and automated cartography. Com. ACM, 24(6):381-395, 1981.
4. A. Fitzgibbon, D. Eggert, and R. Fisher. High-level CAD model acquisition from range images. Comp.-Aided Design, 29(4):321-330, 1997.
5. H. Frigui and R. Krishnapuram. A robust competitive clustering algorithm with applications in computer vision. IEEE Trans. on PAMI, 21(5):450-465, 1999.
6. J. Haddon. Generalized threshold selection for edge detection. Pattern Recognition, 21(3):195-203, 1988.
7. A. Hoover, G. Jean-Baptiste, X. Jiang, P. Flynn, H. Bunke, D. Goldgof, K. Bowyer, D. Eggert, A. Fitzgibbon, and R. Fisher. An experimental comparison of range image segmentation algorithms. IEEE Trans. on PAMI, 18(7):673-689, 1996.
8. X. Jiang, K. Bowyer, Y. Morioka, S. Hiura, K. Sato, S. Inokuchi, M. Bock, C. Guerra, R. Loke, and J.du Buf. Some further results of experimental comparison of range image segmentation algorithms. In Proc. ICPR, volume 4, pages 877-881, 2000.
9. K. Lee, M. P., and P. R. H. Robust adaptive segmentation of range images. IEEE Trans. on PAMI, 20(2):200-205, 1998.
10. K. Man, K. Tang, and S. Kwong. Genetic algorithms: Concepts and applications. IEEE Trans. on Industrial Electronics, 43(5):519-534, 1996.
11. P. Meer, C. Stewart, and D. Tyler. Robust computer vision: An interdisciplinary challenge. CVIU, 78(1):1-7, 2000.
12. M. Mirza and K. Boyer. Performance evaluation of a class of M-estimators for surface parameter estimation in noisy range data. IEEE Trans. on Robotics and Automation, 9(1):75-85, 1993.
13. G. Roth and M. Levine. Extracting geometric primitives. CVGIP, 58(1):1-22, 1993.
14. G. Roth and M. Levine. Geometric primitive extraction using a genetic algorithm. IEEE Trans. on PAMI, 16(9):901-905, 1994.
15. L. Silva, O. Bellon, and P. Gotardo. A global-to-local approach for robust range image segmentation. In Proc. ICIP, volume 1, pages 773-776, 2002.
16. C. Stewart. Robust parameter estimation in computer vision. SIAM Review, 41(3):513-537, 1999.
17. P. Torr and A. Zisserman. MLESAC: A new robust estimator with application to estimating image geometry. CVIU, 78(1):138-156, 2000.
18. X. Yu, T. Bui, and A. Krzyzak. Robust estimation for range image segmentation and reconstruction. IEEE Trans. on PAMI, 16(5):530-538, 1994.
19. B. Zhang and J. Kim. Comparison of selection methods for evolutionary optimization. Evolutionary Optimization, 2(1):55-70, 2000.