Image-based multiresolution implicit object modeling

Eurasip Journal on Applied Signal Processing

Volumn 2002, Issue 10, 2002, Pages 1053-1066

  Sarti, Augusto ^a,b   Tubaro, Stefano ^a  

^a POLITECNICO DI MILANO   (Italy)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

3D reconstruction; Level set; Multi base line stereo; Object modeling; Surface reconstruction

Indexed keywords

CAMERAS; IMAGE RECONSTRUCTION; KALMAN FILTERING; MOTION ESTIMATION; TOPOLOGY;

OBJECT MODELING;

IMAGE PROCESSING;

EID: 0036822405     PISSN: 11108657     EISSN: None     Source Type: Journal    
DOI: 10.1155/S1110865702206174     Document Type: Article

References (29)

1. R. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, Cambridge University Press, Cambridge, UK, 2000.
2. A. Dell'Acqua, A. Sarti, and S. Tubaro, "Effective analysis of image sequences for 3D camera motion estimation," in Intl. Conf. on Augmented, Virtual Environments and Three-Dimensional Imaging (ICAV3D 2001), Mykonos, Greece, 30 May-1 June 2001.
3. A. Azarbayejani and A. Pentland, "Recursive estimation of motion, structure, and focal length," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 17, no. 6, pp. 562-575, 1994.
4. J. A. Sethian, An analysis of flame propagation, Ph.D. thesis, Department of Mathematics, University of California, Berkeley, Calif, USA, 1982.
5. J. A. Sethian, Level Set Methods and Fast Marching Methods, Cambridge University Press, Cambridge, UK, 2nd edition, 1996.
6. V. Caselles, F. Catte, T. Coll, and F. Dibos, "A geometric model for active contours in image processing," Numer. Math., vol. 66, no. 1, pp. 1-31, 1993.
7. R. Malladi and J. A. Sethian, "A unified approach for shape segmentation, representation and recognition," Tech. Rep. 614, Center for pure and applied mathematics, University of California, Berkeley, Calif, USA, 1994.
8. R. Malladi and J. A. Sethian, "Image processing via level set curvature flow," Proc. Nat. Acad. Sci. U.S.A., vol. 92, pp. 7046-7050, July 1995.
9. R. Malladi and J. A. Sethian, "Level set methods for curvature flow, image enhancement, and shape recovery in medical images," in Visualization and Mathematics, pp. 329-345, Springer-Verlag, Heidelberg, Germany, June 1995.
10. R. Malladi, J. A. Sethian, and B. C. Vemuri, "Shape modeling with front propagation: A level set approach," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 17, no. 2, pp. 158-175, 1995.
11. R. Malladi and J. A. Sethian, "A unified approach to noise removal, image enhancement, and shape recovery," IEEE Trans. Image Processing, vol. 5, no. 11, pp. 1554-1568, 1996.
12. R. Malladi, J. A. Sethian, and B. C. Vemuri, "A fast level set based algorithm for topology-independent shape modeling," J. Math, Imaging Vision, vol. 6, no. 2/3, pp. 269-290, 1996.
13. R. Malladi and J. A. Sethian, "Level set and fast marching methods in image processing and computer vision," in Proc. IEEE International Conference on Image Processing, Lausanne, Switzerland, September 1996.
14. R. Keriven, Equations aux Dérivées Partialles, Evolution de Courbes et de Surfaces ei Espaces d'Echelle: Applications àla Vision par Ordinateur, Ph.D, thesis, École Nationale des Ponts et Chaussées, Paris, France, 1997.
15. A. Sarti and S. Tubaro, "A multiresolution level-set approach to surface fusion," in Proc. IEEE International Conference on Image Processing, Thessaloniki, Greece, October 2001.
16. A. Colosimo, A. Sarti, and S. Tubaro, "Image-based object modeling: a multiresolution level-set approach," in Proc. IEEE International Conference on Image Processing, Thessaloniki, Greece, October 2001.
17. S. Osher and J. A. Sethian, "Fronts propagating with curvature dependent speed: Algorithms based on Hamilton-Jacobi formulations," J. Computational Phys., vol. 79, no. 1, pp. 1249, 1988.
18. R. Malladi and J. A. Sethian, "An O(N log N) algorithm for shape modeling," Proc. Nat. Acad. Sci. U.S.A., vol. 93, no. 18, pp. 9389-9392, 1996.
19. M. Sussman, P. Smereka, and S. Osher, "A level set approach for computing solutions to incompressible two-phase flow," J. Computational Phys., vol. 114, pp. 146-159, 1994.
20. M. Sussman and E. Fatemi, "An efficient, interface preserving level set re-distancing algorithm and its application to interfacial incompressible fluid flow," SIAM Journal on Scientific Computing, vol. 20, no. 4, pp. 1165-1191, 1999.
21. R. Keck, Reinitialization for Level Set Methods, Dipl. thesis, University of Kaiserslautern, Department of Mathematics, Kaiserslautern, Germany, June 1998.
22. D. Adalsteinsson and J. A. Sethian, "The fast construction of extension velocities in level set methods," J. Computational Phys., vol. 148, no. 1, pp. 2-22, 1999.
23. W. E. Lorensen and H. E. Cline, "Marching cubes: A high resolution 3D surface construction algorithm," Computer Graphics (Proc. SIGGRAPH '87), vol. 21, no. 4, pp. 163-169, 1987.
24. P. Pigazzini, R. Pedersini, A. Sarti, and S. Tubaro, "3D area matching with arbitrary multiview geometry," Signal Processing: Image Communication, vol. 14, no. 1-2, pp. 71-94, 1998.
25. F. Pedersini, A. Sarti, and S. Tubaro, "Multi-resolution 3D reconstruction through texture matching," in European Signal Processing Conference (EUSIPCO-2000), vol. 4, pp. 2093-2096, Tampere, Finland, September 2000.
26. F. Pedersini, A. Sarti, and S. Tubaro, "Visible surface reconstruction with accurate localization of object boundaries," IEEE Trans. Circuits and Systems for Video Technology, vol. 10, no. 2, pp. 278-291, March 2000.
27. F. Pedersini, P. Pigazzini, A. Sarti, and S. Tubaro, "Multicamera motion estimation for high-accuracy 3D reconstruction," Signal Processing, vol. 80, no. 1, pp. 1-21, 2000.
28. P. J. Besl and N. D. McKay, "A method for registration of 3-D shapes," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 14, no. 2, pp. 239-256, 1992.
29. O. Faugeras and R. Keriven, "Variational principles, surface evolution, PDE's, level set methods, and the stereo problem," IEEE Trans. Signal Processing, vol. 7, no. 3, pp. 336-344, 1998.