Silhouette and stereo fusion for 3D object modeling

Computer Vision and Image Understanding

Volumn 96, Issue 3 SPEC. ISS., 2004, Pages 367-392

  Esteban, Carlos Hernández ^a   Schmitt, Francis ^a  

^a INSTITUT TELECOM   (France)

Author keywords

3D reconstruction; Deformable model; Multigrid gradient vector flow; Texture; Visual hull

Indexed keywords

DIFFUSION; EVOLUTIONARY ALGORITHMS; ITERATIVE METHODS; MATHEMATICAL MODELS; OBJECT RECOGNITION; OPTICAL CORRELATION; THREE DIMENSIONAL COMPUTER GRAPHICS; VECTORS;

3 D RECONSTRUCTION; DEFORMABLE MODEL; MULTIGRID GRADIENT VECTOR FLOW; TEXTURE; VISUAL HULL;

COLOR IMAGE PROCESSING;

EID: 7444230479     PISSN: 10773142     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cviu.2004.03.016     Document Type: Article

References (43)

1. S. Chen, L. Williams, View interpolation for image synthesis, in: SIGGRAPH '93, 1993, pp. 279-288.
2. L. McMillan, G. Bishop, Plenoptic modeling: an image-based rendering system, in: SIGGRAPH '95, 1995, pp. 39-46.
3. P.E. Debevec, C.J. Taylor, J. Malik, Modeling and rendering architecture from photographs: a hybrid geometry and image-based approach, in: SIGGRAPH '96, 1996, pp. 11-20.
4. W. Matusik, C. Buehler, R. Raskar, S. Gortler, L. McMillan, Image-based visual hulls, in: SIGGRAPH 2000, 2000, pp. 369-374.
5. G. Slabaugh, R. Schafer, M. Hans, Image-based photo hulls, in: 3DPVT '02, 2002, pp. 704-862.
6. M. Li, H. Schirmacher, M. Magnor, H. Seidel. Combining stereo and visual hull information for on-line reconstruction and rendering of dynamic scenes, in: Proc. IEEE 2002 Workshop on Multimedia and Signal Processing, 2002, pp. 9-12.
7. F. Schmitt, B. Barsky, W. Du, An adaptative subdivision method for surface-fitting from sampled data, in: SIGGRAPH '86, 1986, pp. 179-188.
8. B. Curless, M. Levoy, A volumetric method for building complex models from range images, in: SIGGRAPH '96, 1996, pp. 303-312.
9. M. Levoy, K. Pulli, B. Curless, S. Rusinkiewicz, D. Koller, L. Pereira, M. Ginzton, S. Anderson, J. Davis, J. Ginsberg, J. Shade, D. Fulk, The digital michelangelo project: 3D scanning of large statues, in: SIGGRAPH 2000, 2000, pp. 131-144.
10. G. Slabaugh, W.B. Culbertson, T. Malzbender, R. Shafer, A survey of methods for volumetric scene reconstruction from photographs, in: Internat. Workshop on Volume Graphics 2001, 2001.
11. B.G. Baumgart, Geometric medelling for computer vision, Ph.D Thesis, Standford University, 1974.
12. M. Potmesil, Generating octree models of 3D objects from their silhouettes in a sequence of images, CVGIP 40 (1987) 1-29.
13. R. Vaillant, O. Faugeras, Using extremal boundaries for 3D object modelling, IEEE Trans. Pattern Anal. Mach. Intell. 14 (2) (1992) 157-173.
14. W. Niem, J. Wingbermuhle, Automatic reconstruction of 3D objects using a mobile monoscopic camera, in: Internat. Conf. on Recent Advances in 3D Imaging and Modeling, 1997, pp. 173-181.
15. Y. Matsumoto, H. Terasaki, K. Sugimoto, T. Arakawa, A portable three-dimensional digitizer, in: Internat. Conf. on Recent Advances in 3D Imaging and Modeling, 1997, pp. 197-205.
16. S. Sullivan, J. Ponce, Automatic model construction, pose estimation, and object recognition from photographs using triangular splines, IEEE Trans. Pattern Anal. Mach. Intell.20(10)(1998) 1091-1096.
17. Y. Matsumoto, K. Fujimura, T. Kitamura, Shape-from-silhouette/stereo and its application to 3D digitizer, in: Proc. Discrete Geometry for Computing Imagery, 1999, pp. 177-190.
18. S. Seitz, C. Dyer, Photorealistic scene reconstruction by voxel coloring, Int. J. Comput. Vis. 38 (3) (2000) 197-216.
19. L. Zhang, S.M. Seitz, Image-based multiresolution shape recovery by surface deformation, in: Proc. SPIE: Videometrics and Optical Methods for 3D Shape Measurement, 2001, pp. 51-61.
20. A. Yezzi, G. Slabaugh, R, Cipolla, R. Schafer, A surface evolution approach of probabilistic space carving, in: 3DPVT '02, 2002, pp. 618-621.
21. R. Keriven, O. Faugeras, Variational principles, surface evolution, pdes, level set methods, the stereo problem, IEEE Trans. Image Process. 7 (3) (1998) 336-344.
22. A. Sarti, S. Tubaro, Image based multiresolution implicit object modeling, EURASIP J. Appl. Signal Process. 2002 (10) (2002) 1053-1066.
23. G. Cross, A. Zisserman, Surface reconstruction from multiple views using apparent contours and surface texture, in: A. Leonardis, F. Solina, R. Bajcsy (Eds.), NATO Advanced Research Workshop on Confluence of Computer Vision and Computer Graphics, Ljubljana, Slovenia, 2000, pp. 25-47.
24. J. Isidoro, S. Sclaroff, Stochastic refinement of the visual hull to satisfy photometric and silhouette consistency constraints, in: Proc. ICCV, 2003, pp. 1335-1342.
25. S. Soatto, A.J. Yezzi, H. Jin, Tales of shape and radiance in multi-view stereo, in: Proc. ICCV, 2003, pp. 974-981.
26. P. Fua, Y. Leclerc, Object-centered surface reconstruction: combining multi-image stereo and shading, Int. J. Comput. Vis. 16 (1995) 35-56.
27. S. Nobuhara, T. Matsuyama, Dynamic 3D shape from multi-viewpoint images using deformable mesh models, in: Proc. Third Internat. Symp. on Image and Signal Processing and Analysis, 2003, pp. 192-197.
28. M. Kass, A. Witkin, D. Terzopoulos, Snakes: active contour models, Int. J. Comput Vis. 1 (1988) 321-332.
29. J. Sethian, Level Set Methods: Evolving Interfaces in Geometry, Fluid Mechanics, Computer Vision and Materials Sciences, Cambridge University Press, 1996.
30. D. Adalsteinsson, J. Sethian, A fast level set method for propagating interfaces, J. Comput. Phys. 118 (1995) 269-277.
31. X. Han, C. Xu, J.L. Prince, A topology preserving level set method for geometric deformable models, IEEE Trans. PAMI 25 (2003) 755-768.
32. A. Laurentini, The visual hull concept for silhouette based image understanding, IEEE, Trans. PAMI 16 (2) (1994) 150-162.
33. W.E. Lorensen, H.E. Cline, Marching cubes: a high resolution 3D surface construction algorithm, in: Proc. SIGGRAPH '87, 1987, pp. 163-169.
34. G. Medioni, M.-S. Lee, C.-K. Tang, A Computational Framework for Segmentation and Grouping, Elsevier, Amsterdam, 2000.
35. A. Broadhurst, T. Drummond, R. Cipolla, A probabilistic framework for the Space Carving algorithm, in: Proc. Eighth ICCV, IEEE, Computer Society Press, Vancouver, Canada, 2001, pp. 388-393.
36. C. Hernández, F. Schmitt, Multi-stereo 3D object reconstruction, in: 3DPVT '02, 2002, pp. 159-166.
37. C. Xu, J.L. Prince, Snakes, shapes, and gradient vector flow, IEEE Trans. Image Process. (1998) 359-369.
38. B. Fornberg, Generation of finite difference formulas on arbitrarily spaced grids, Math. Comput. 51 (1988) 699-706.
39. L. Kobbelt, √3-subdivision, in: SIGGRAPH 2000, 2000, pp. 103-112.
40. F. Schmitt, Y. Yemez, 3D color object reconstruction from 2d image sequences, in: IEEE Internat. Conf. Image Processing 1999, pp. 65-69.
41. H. Lensch, W. Heidrich, H.P. Seidel, A silhouette-based algorithm for texture registration and stitching, J. Graph. Models (2001) 245-262.
42. J.M. Lavest, M. Viala, M. Dhome, Do we really need an accurate calibration pattern to achieve a reliable camera calibration? in: Proc. ECCV, vol. 1, 1998, pp. 158-174, Germany.
43. J.O. Lachaud, A. Montanvert, Deformable meshes with automated topology changes for coarse-to-fine 3D surface extraction, Med. Image Anal. 3 (2) (1999) 187-207.