Robust graph-cut scene segmentation and reconstruction for free-viewpoint video of complex dynamic scenes

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2009, Pages 809-816

  Guillemaut, Jean Yves ^a   Kilner, Joe ^a   Hilton, Adrian ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

3D MODELS; ART IMAGE; COMPLEX DYNAMICS; ENERGY FUNCTIONS; FREE-VIEWPOINT VIDEO; GRAPH-CUT; HIGH FIDELITY; HIGH QUALITY; INPUT IMAGE; MOVING CAMERAS; MULTIPLE IMAGE; MULTIPLE VIEW RECONSTRUCTION; ON-THE-FLY CALIBRATION; OPTIMISATIONS; OUTDOOR ENVIRONMENT; OUTDOOR SPORTS; PROPAGATION OF ERROR; ROBUST GRAPHS; SCENE RECONSTRUCTION; SCENE REPRESENTATION; SCENE SEGMENTATION; SEGMENTATION ERROR; SEQUENTIAL APPROACH; VIEW-DEPENDENT;

CALIBRATION; CAMERAS; COMPUTER VISION; ERRORS; IMAGE SEGMENTATION; OPTIMIZATION; REPAIR;

THREE DIMENSIONAL;

EID: 77953222019     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2009.5459299     Document Type: Conference Paper

References (27)

1. http://www.guillemaut.org/publications/09/GuillemautICCV09-supplemental. pdf.
2. K. Alahari, P. Kohli, and P. Torr. Reduce, reuse & recycle: Efficiently solving multi-label MRFs. In CVPR, 2008.
3. Y. Boykov and V. Kolmogorov. An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision. PAMI, 26(9):1124-1137, 2004.
4. Y. Boykov, O. Veksler, and R. Zabih. Fast approximate energy minimization via graph cuts. PAMI, 23(11):1222-1239, 2001.
5. N. Campbell, G. Vogiatzis, C. Hernández, and R. Cipolla. Using multiple hypotheses to improve depth-maps for multiview stereo. In ECCV, volume I, pages 766-779, 2008.
6. P. Debevec, C. Taylor, and J. Malik. Modeling and rendering architecture from photographs: a hybrid geometry- and image-based approach. In SIGGRAPH, pages 11-20, 1996.
7. M. Goesele, B. Curless, and S. Seitz. Multi-view stereo revisited. In CVPR, pages 2402-2409, 2006.
8. B. Goldlücke and M. Magnor. Joint 3D-reconstruction and background separation in multiple views using graph cuts. In CVPR, volume 1, pages 683-688, 2003.
9. J.-Y. Guillemaut, A. Hilton, J. Starck, J. Kilner, and O. Grau. A Bayesian framework for simultaneous matting and 3D reconstruction. In 3DIM, pages 167-174, 2007.
10. J. Kilner, J. Starck, J.-Y. Guillemaut, and A. Hilton. Objective quality assessment in free-viewpoint video production. SPIC, 24:3-16, 2008.
11. J. Kilner, J. Starck, A. Hilton, and O. Grau. Dual-mode deformable models for free-viewpoint video of sports events. In 3DIM, pages 177-184, 2007.
12. V. Kolmogorov, A. Criminisi, A. Blake, G. Cross, and C. Pother. Probabilistic fusion of stereo with color and contrast for bilayer segmentation. PAMI, 28(9):1480-1492, 2006.
13. V. Kolmogorov and R. Zabih. Multi-camera scene reconstruction via graph cuts. In ECCV, volume III, pages 82-96, 2002.
14. V. Kolmogorov and R. Zabih. What energy function can be minimized via graph cuts? PAMI, 26(2):147-159, 2004.
15. K. Kutulakos. Approximate N-view stereo. In ECCV, volume I, pages 67-83, 2000.
16. K. Mikolajczyk and C. Schmid. A performance evaluation of local descriptors. PAMI, 27(10):1615-1630, 2005.
17. K. Mikolajczyk, T. Tuytelaars, C. Schmid, A. Zisserman, J. Matas, F. Schaffalitzky, T. Kadir, and L. Van Gool. A comparison of affine region detectors. IJCV, 65(1-2):43-72, 2005.
18. P. Narayanan, P. Rander, and T. Kanade. Constructing virtual worlds using dense stereo. In ICCV, pages 3-10, 1998.
19. Y. Ohta, I. Kitahara, Y. Kameda, H. Ishikawa, and T. Koyama. Live 3D video in soccer stadium. IJCV, 75(1):173-187, 2007.
20. I. Reid and K. Connor. Multiview segmentation and tracking of dynamic occluding layers. In BMVC, volume 2, pages 919-928, 2005.
21. S. Roy and I. Cox. A maximum-flow formulation of the N-camera stereo correspondence problem. In ICCV, pages 492-499, 1998.
22. S. Seitz, B. Curless, J. Diebel, D. Scharstein, and R. Szeliski. A comparison and evaluation of multi-view stereo reconstruction algorithms. In CVPR, pages 519-528, 2006.
23. D. Snow, P. Viola, and R. Zabih. Exact voxel occupancy with graph cuts. In CVPR, volume 1, pages 345-352, 2000.
24. J. Sun, W. Zhang, X. Tang, and H.-Y. Shum. Background cut. In ECCV, volume 3954, pages 628-641, 2006.
25. R. Szeliski, R. Zabih, D. Scharstein, O. Veksler, V. Kolmogorov, A. Agarwala, M. Tappen, and C. Rother. A comparative study of energy minimization methods for Markov random fields with smoothness-based priors. PAMI, 30(6):1068-1080, 2008.
26. G. Thomas. Real-time camera tracking using sports pitch markings. J. Real-Time Image Proc., 2:117-132, 2007.
27. C. Zitnick, S. Kang, M. Uyttendaele, S. Winder, and R. Szeliski. High-quality video view interpolation using a layered representation. In SIGGRAPH, pages 600-608, 2004.