Integration of multiview stereo and silhouettes via convex functionals on convex domains

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5302 LNCS, Issue PART 1, 2008, Pages 752-765

  Kolev, Kalin ^a   Cremers, Daniel ^a  

^a UNIVERSITY OF BONN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; CONVEX OPTIMIZATION; IMAGE RECONSTRUCTION; NUMERICAL METHODS;

ADMISSIBLE FUNCTIONS; CONSISTENT RECONSTRUCTION; CONVEX CONSTRAINTS; CONVEX FUNCTIONALS; CONVEX OPTIMIZATION PROBLEMS; MULTI-VIEW STEREO; PARALLEL IMPLEMENTATIONS; RECONSTRUCTION PROBLEMS;

STEREO IMAGE PROCESSING;

EID: 56749170532     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-88682-2_57     Document Type: Conference Paper

References (23)

1. Baumgart, B.: Geometric modeling for computer vision. PhD thesis, Department of Computer Science, Stanford University, USA (1974)
2. Laurentini, A.: The visual hull concept for visual-based image understanding. IEEE Transactions on Pattern Analysis and Machine Intelligence 16, 150-162 (1994)
3. Martin, W.N., Aggarwal, J.K.: Volumetric descriptions of objects from multiple views. IEEE Transactions on Pattern Analysis and Machine Intelligence 5, 150-158 (1983)
4. Cipolla, R., Giblin, P.: Visual motion of curves and surfaces. Cambridge University Press, Cambridge (2000)
5. Franco, J.S., Boyer, E.: Exact polyhedral visual hulls. In: Proceedings of the Fourteenth British Machine Vision Conference, Norwich, UK, pp. 329-338 (2003)
6. Yezzi, A., Soatto, S.: Stereoscopic segmentation. International Journal of Computer Vision 53, 31-43 (2003)
7. Seitz, S., Dyer, C.: Photorealistic scene reconstruction by voxel coloring. In: Proc. International Conference on Computer Vision and Pattern Recognition, pp. 1067-1073 (1997)
8. Faugeras, O., Keriven, R.: Variational principles, surface evolution, PDE's, level set methods, and the stereo problem. IEEE Transactions on Image Processing 7, 336-344 (1998)
9. Duan, Y., Yang, L., Qin, H., Samaras, D.: Shape reconstruction from 3D and 2D data using PDE-based deformable surfaces. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3024, pp. 238-251. Springer, Heidelberg (2004)
10. Lempitsky, V., Boykov, Y., Ivanov, D.: Oriented visibility for multiview reconstruction. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3953, pp. 226-238. Springer, Heidelberg (2006)
11. Matsumoto, Y., Fujimura, K., Kitamura, T.: Shape-from-silhouette/stereo and its application to 3D digitizer. In: Proceedings of Discrete Geometry for Computing Imagery, pp. 177-190 (1999)
12. Vogiatzis, G., Torr, P., Cippola, R.: Multi-view stereo via volumetric graph-cuts. In: Proc. International Conference on Computer Vision and Pattern Recognition, pp. 391-399 (2005)
13. Cross, G., Zisserman, A.: Surface reconstruction from multiple views using apparent contours and surface texture. In: Confluence of Computer Vision and Computer Graphics, Norwell, MA, USA, pp. 25-47. Kluwer Academic Publishers, Dordrecht (2000)
14. Esteban, C.H., Schmitt, F.: Silhouette and stereo fusion for 3D object modeling. Computer Vision and Image Understanding 96, 367-392 (2004)
15. Furukawa, Y., Ponce, J.: Carved visual hulls for image-based modeling. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3954, pp. 564-577. Springer, Heidelberg (2006)
16. Gargallo, P., Prados, E., Sturm, P.: Minimizing the reprojection error in surface reconstruction from images. In: Proceedings of the International Conference on Computer Vision, Janeiro, Brazil. IEEE Computer Society Press, Los Alamitos (2007)
17. Isidoro, J., Sclaroff, S.: Stochastic refinement of the visual hull to satisfy photometric and silhouette consistency constraints. In: Proc. International Conference on Computer Vision, Washington, DC, USA, pp. 1335-1342 (2003)
18. Tran, S., Davis, L.: 3D surface reconstruction using graph cuts with surface constraints. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3952, pp. 219-231. Springer, Heidelberg (2006)
19. Sinha, S., Mordohai, P., Pollefeys, M.: Multiview stereo via graph cuts on the dual of an adaptive tetrahedral mesh. In: Proc. International Conference on Computer Vision, Rio de Janeiro, Brazil (2007)
20. Sinha, S., Pollefeys, M.: Multi-view reconstruction using photo-consistency and exact silhouette constraints: A maximum-flow formulation. In: Proc. International Conference on Computer Vision, Washington, DC, USA, pp. 349-356. IEEE Computer Society, Los Alamitos (2005)
21. Hernández, C., Vogiatzis, G., Cipolla, R.: Probabilistic visibility for multi-view stereo. In: Proc. International Conference on Computer Vision and Pattern Recognition, Minneapolis, Minnesota, USA. IEEE Computer Society, Los Alamitos (2007)
22. Kolev, K., Klodt, M., Brox, T., Cremers, D.: Propagated photoconsistency and convexity in variational multiview 3D reconstruction. In: Workshop on Photometric Analysis for Computer Vision, Rio de Janeiro, Brazil (2007)
23. Boykov, Y., Lempitsky, V.: From photohulls to photoflux optimization. In: Proc. British Machine Vision Conference, vol. 3, pp. 1149-1158 (2006)