A novel algorithm for automatic 3D model-based free-form object recognition

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 7, Issue , 2004, Pages 6348-6353

  Mian, Ajmal S ^a   Bennamoun, M ^a   Owens, R A ^a  

^a UNIVERSITY OF WESTERN AUSTRALIA   (Australia)

Author keywords

3D object recognition; 3D object representation; Free form objects; Matching

Indexed keywords

3D OBJECT RECOGNITION; 3D OBJECT REPRESENTATION; FREE-FORM OBJECTS; MATCHING;

ALGORITHMS; COMPUTER VISION; ESTIMATION; MATHEMATICAL MODELS; PATTERN MATCHING; QUALITY CONTROL; ROBUSTNESS (CONTROL SYSTEMS); SAMPLING; TENSORS; THREE DIMENSIONAL;

OBJECT RECOGNITION;

EID: 15744379021     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2004.1401397     Document Type: Conference Paper

References (19)

1. P. J. Besl and N.D. McKay, "Reconstruction of Real-world Objects via Simultaneous Registration and Robust Combination of Multiple Range Images," IEEE TPAMI, vol. 14, no. 2, pp. 239-256, 1992.
2. O. Carmichael, D. Huber and M. Hebert, "Large Data Sets and Confusing Scenes in 3-D surface Matching and Recognition," 3DIM, pp. 358-367, October, 1999.
3. C. S. Chua and R. Jarvis, "Point Signatures: A New Representation for 3D Object Recognition," IJCV, vol. 25, no. 1, pp. 63-85, 1997.
4. F. S. Cohen and J. Wang, "Part I: Modeling Image Curves Using Invariant 3-D Object Curve Models - A Path to 3-D Recognition and Shape Estimation from Image Contours," IEEE TPAMI, vol. 16, no. 1, pp. 1-12, 1994.
5. C. Dorai and A. K. Jain, "COSMOS: A Representation Scheme for 3D Free-Form Ojbects," IEEE TPAMI, vol. 19, no. 10, pp. 1115-1130, 1997.
6. J. Foley, A. van Dam, S. Feiner and J. Hughes, Computer Graphics-Principles and Practice, Addison-Wesley, 2nd Edition, 1990.
7. M. Garland and C. Heckbert, "Surface Simplification Using Quadric Error Metrics," SIGCRAPH, pp. 209-216, 1997.
8. M. Hebert, K. Ikeuchi and H. Delingette, "A Spherical Representation for Recognition of Free-Form Surfaces," IEEE TPAMI, vol. 17, no. 7, pp. 681-690, 1995.
9. A. E. Johnson and M. Hebert, "Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes," IEEE TPAMI vol. 21, no. 5, pp. 674-686, 1999.
10. T. Joshi, J. Ponce, B. Vijayakumar and D. Kriegman, "Hot Curves for Modeling and Recognition of Smooth Curved 3D Objects," IEEE CVPR, pp. 876-880, 2002.
11. S. B. Kang and K. Ikeuchi, "The Complex EGI: A New Representation for 3D Pose Determination," IEEE TPAMI, vol. 15, pp. 707-721, 1993.
12. A. S. Mian, M. Bennamoun and R. A. Owens, "Matching Tensors for Automatic Correspondence and Registration," ECCV, part 2, pp. 495-505, 2004.
13. A. S. Mian, M. Bennamoun and R. A. Owens, "Performance Analysis of an Improved Tensor Based Correspondence Algorithm for Automatic 3D Modeling," IEEE ICIP, October, 2004.
14. A. S. Mian, M. Bennamoun and R. A. Owens, "From Unordered Range Images to 3D Models: A Fully Automatic Multiview Correspondence Algorithm," TPCG, pp. 162-166, 2004.
15. F. Stein and G. Medioni, "Structural Indexing: Efficient 3-D Object Recognition," IEEE TPAMI, vol. 14, no. 2, pp. 125-145, 1992.
16. The University of Stuttgart, "Stuttgart Range Image Database," http://range.informatik.uni-stuttgart.de/htdocs/html/.
17. J. Wand and F. S. Cohen, "Part II: 3-D Object Recognition and Shape Estimation from Image Contours Using B-Splines, Shape Invariant Matching, and Neural Network," IEEE TPAMI, vol. 16, no. 1, pp. 13-23, 1994.
18. I. Weiss and M. Ray, "Model-Based Recognition of 3D Objects from Single Images," IEEE TPAMI, vol. 23, no. 2, pp. 116-128, 2001.
19. L. Zhang, B. Curless and S. M. Seitz, "Rapid Shape Acquisition Using Color Structured Light and Multi-pass Dynamic Programming," 3DPVT, pp. 24-36, 2002.