Superquadrics for segmenting and modeling range data

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 19, Issue 11, 1997, Pages 1289-1295

  Leonardis, Ales ^a   Jaklic, Ales ^a   Solina, Franc ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

Range image segmentation; Recover and select paradigm; Recovery of volumetric models; Superquadrics

Indexed keywords

COMPUTER VISION; DATA STRUCTURES; IMAGE ANALYSIS;

RECOVER AND SELECT PARADIGM; SUPERQUADRIC MODELS; VOLUMETRIC MODELS;

IMAGE SEGMENTATION;

EID: 0031276159     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.632988     Document Type: Article

References (22)

1. [I] A.H. Barr, "Superquadrics and Angle-Preserving Transformations," JEEE Computer Graphics and Applications, vol. 1, no. 1, pp. 11-23, 1981.
2. T.O. Binford, "Visual Perception by a Computer," Proc. IEEE Conf. Systems Science and Cybernetics, Miami, Fia., Dec. 1971.
3. M. Brady, J. Ponce, A. Yuille, and H. Asada, "Describing Surfaces," Computer Vision, Graphics, and Image Processing, vol. 32, no. 1, pp. 1-28,1985.
4. A. Cichocki and R. Unbehauen, Neural Networks for Optimization and Signal Processing. New York: Wiley, 1993.
5. T. Darreil and A.P. Pentland, "Cooperative Robust Estimation Using Layers of Support," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 17, pp. 474-487,1995.
6. P.P. Ferrie, J. Lagarde, and P. Whaite, "Darboux Frames, Snakes, and Super-Quadrics: Geometry From the Bottom Up," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 15, no. 8, pp. 771-784, 1993.
7. A. Gupta and R. Bajcsy, "Volumetric Segmentation of Range Images of 3-D Objects Using Superquadric Models," Computer Vision, Graphics, and Image Processing-Image Understanding, vol. 58, no. 3, pp. 302-326,1993.
8. A. Jaklic, "Segmentor: An Object-Oriented Framework for Image Segmentation," Technical Report LRV-96-2, Computer Vision Laboratory, Faculty of Computer and Information Science, Univ. of Ljubljana, 1996.
9. A. Jaklic, Construction of CAD Models From Range Images. PhD thesis, Faculty of Computer and Information Science, Univ. of Ljubljana, 1997.
10. A. Leonardis, Image Analysis Using Parametric Models. PhD thesis, Faculty of Electrical Eng. and Computer Science, Univ. of Ljubljana, 1993.
11. [II] A. Leonardis and R. Bajcsy, "Finding Parametric Curves in an Image," Proc. Second European Conf. Computer Vision, pp. 653-657, 1992.
12. A. Leonardis, A. Gupta, and R. Bajcsy, "Segmentation of Range Images as the Search for Geometric Parametric Models," Int'l J. Computer Vision, vol. 14, pp. 253-277,1995.
13. D. Marr, Vision. W.H. Freeman & Co., 1982.
14. D. Metaxas and D. Terzopoulos, "Shape and Nonrigid Motion Estimation Through Physics-Based Synthesis," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 15, no. 6, pp. 580-591,1993.
15. R. Mohan and R. Nevatia, "Using Perceptual Organization to Extract 3D Structures," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 11, no. 11, pp. 1,121-1,139, Nov. 1989.
16. A.P. Pentland, "Perceptual Organization and the Representation of Natural Form," Artificial Intelligence, vol. 28, no. 2, pp. 293-331, 1986.
17. A.P. Pentland, "Recognition by Parts," Proc. first Int'l Conf. Computer Vision, pp. 612-620, London, 1987.
18. A.P. Pentland, "Automatic Extraction of Deformable Part Models," Int'l J. Computer Vision, vol. 4, pp. 107-126,1990.
19. A.P. Pentland and S. Sclaroff, "Closed-Form Solutions for Physically Based Shape Modeling and Recognition," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 13, no. 7, pp. 715-729, July 1991.
20. F. Solina and R. Bajcsy, "Recovery of Parametric Models From Range Images: The Case for Superquadrics With Global Deformations," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 12, no. 2, pp. 131-147,1990.
21. D. Terzopoulos and D. Metaxas, "Dynamic 3D Models With Local and Global Deformations: Deformable Superquadrics," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 13, no. 7, pp. 703-714, July 1991.
22. P. Whaite and P.P. Ferrie, "From Uncertainty to Visual Exploration," JEEE Trans. Pattern Analysis and Machine Intelligence, vol. 13, no. 10, pp. 1,038-1,049, Oct. 1991.