Shape registration using deformable self-organizing feature maps

International Journal of Smart Engineering System Design

Volumn 5, Issue 4, 2003, Pages 439-454

  Sangole, Archana ^a   Knopf, Gerrge K ^a  

^a UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

Data registration; Deformable shape models; Feature correspondence; Self organizing feature maps; Surface reconstruction

Indexed keywords

ALGORITHMS; DATA REDUCTION; OBJECT RECOGNITION; PARAMETER ESTIMATION; SURFACE STRUCTURE;

DATA REGISTRATION; DEFORMABLE SHAPE MODELS; FEATURE CORRESPONDENCE; SURFACE RECONSTRUCTION;

SELF ORGANIZING MAPS;

EID: 3042668036     PISSN: 10255818     EISSN: None     Source Type: Journal    
DOI: 10.1080/10255810390445274     Document Type: Article

References (19)

1. Besl, P. J., and R. C. Jain. 1985. Three - dimensional object recognition. ACM Computing Surveys 17(1):75-145.
2. Besl, P. J. 1990. The freeform surface matching problem. In Machine Vision for Three -Dimensional Scenes, ed. H. Freeman, 25-71. CA: Academic Press Inc.
3. Aggarwal, J. K., and M. J. Magee. 1986. Determining motion parameters using intensity guided range sensing. Pattern Recognition 19:169-180.
4. Sabata, B., and J. K. Aggarwal. 1996. Surface correspondence and motion computation from pair of range images. Computer Vision and Image Understanding 63:232-250.
5. Koenderink, J. J., and A. J. van Doorn. 1992. Surface shape and curvature scales. Image and Vision Computing 10:557-565.
6. Dorai, C., and A. K. Jain. 1997a. COSMOS - a representative scheme for 3D free-form objects, IEEE Transactions on Pattern Analysis and Machine Intelligence 19:1115-1130.
7. Dorai, C., J. Weng, and A. K. Jain. 1997b. Optimal registration of object views using range data, IEEE Transactions on Pattern Analysis and Machine Intelligence 19:1131-1138.
8. Stein, F., and G, Medioni. 1992. Structural indexing: Efficient 3- D object recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 14:125-145.
9. Chua, C. S., and R. Jarvis. 1997. Point signatures: A new representation for 3D object recognition. International Journal of Computer Vision 25:63-85.
10. Yamany, S. M., and A. A. Farag. 1999. Free-form surface registration using surface signatures. In Proceedings of the Seventh IEEE International Conference on Computer Vision (ICCV'99), Sept., 2, Pages 1098-1104, Kerkyra, Greece.
11. Godin G., D. Laurendeau, and R. Bergevin. 2001. A method for the registration of attributed range images. In Proceedings of the Third IEEE International Conference on 3D Digital Imaging and Modeling, May 28-June 1, NRC 44193, Pages 179-186, Qubec.
12. Johnson, A. E., and M. Hebert. 1999. Using spin images for efficient object recognition in cluttered 3D scenes. IEEE Transactions on Pattern Analysis and Machine Intelligence 21:433-449.
13. Ikeuchi, K. 1981. Recognition of 3-D objects using the extended gaussian image. Proceedings of the 7th International Joint Conference on Artificial Intelligence 2:595-600.
14. Kang, S. B., and K. Ikeuchi. 1993, The complex EGI: A new representation for 3-D pose estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence 15(7): 707-721.
15. Hebert, M., K. Ikeuchi, and H. Delingette. 1995. A spherical representation for recognition of freeform surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence 17(7):681-690.
16. Kohonen, T. 1997. Self-Organizing Maps, New York: Springer.
17. Krishnamurthy, A. K., S. C. Ahalt, D. E. Melton, and P. Chen. 1990. Neural networks for vector quantization of speech and images. IEEE Journal on Selected Areas in Communication 8(8):1449-1457.
18. Mortenson, M. E. 1995. Geometric Transformations, New York: Industrial Press.
19. Rogers, D. F., and J. A. Adams. 1990. Mathematical Elements for Computer Graphics, New York: McGraw-Hill.