A random sampling strategy for piecewise planar scene segmentation

Computer Vision and Image Understanding

Volumn 105, Issue 1, 2007, Pages 42-59

  Bartoli, Adrien ^a  

^a UNIVERSITÉ CLERMONT AUVERGNE   (France)

Author keywords

Image based modeling; Planar segmentation; Structure from motion

Indexed keywords

COMPUTER SIMULATION; IMAGE PROCESSING; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS); TEXTURES;

IMAGE-BASED MODELING; PLANAR SEGMENTATION; STRUCTURE-FROM-MOTION;

IMAGE SEGMENTATION;

EID: 33845733289     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2006.07.011     Document Type: Article

References (40)

1. J. Alon, S. Sclaroff, Recursive estimation of motion and planar structure, in: Proceedings of the Conference on Computer Vision and Pattern Recognition, Hilton Head Island, South Carolina, USA, 2000, pp. 550-556.
2. Baillard C., and Zisserman A. Automatic reconstruction of piecewise planar models from multiple views. Proceedings of the Conference on Computer Vision and Pattern Recognition, Fort Collins, Colorado, USA (1999), IEEE Computer Society Press 559-565
3. Bartoli A., and Sturm P. Constrained structure and motion from multiple uncalibrated views of a piecewise planar scene. International Journal of Computer Vision 52 1 (2003) 45-64
4. Beardsley P., Torr P., and Zisserman A. 3D model acquisition from extended image sequences. In: Buxton B., and Cipolla R. (Eds). Proceedings of the 4th European Conference on Computer Vision, Cambridge, England. Lecture Notes in Computer Science vol. 1065 (1996), Springer, New York 683-695
5. R. Berthilsson, A. Heyden, Recognition of planar point configurations using the density of affine shape, in: Proceedings of the International Conference on Computer Vision, 1998.
6. P.E. Debevec, C.J. Taylor, J. Malik, Modeling and rendering architecture from photographs: a hybrid geometry-and image-based approach, in: siggraph '96, New Orleans, August 1996.
7. Demirdjian D., and Horaud R. Motion-egomotion discrimination and motion segmentation from image-pair streams. Computer Vision and Image Understanding 78 1 (2000) 53-68
8. A.R. Dick, P.H.S. Torr, S.F. Ruffle, R. Cipolla, Combining single view recognition and multiple view stereo for architectural scenes, in: Proceedings of the 8th International Conference on Computer Vision, Vancouver, Canada, 2001.
9. Faugeras O., and Lustman F. Motion and structure from motion in a piecewise planar environment. International Journal of Pattern Recognition and Artificial Intelligence 2 3 (1988) 485-508
10. Fischler M.A., and Bolles R.C. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Graphics and Image Processing 24 6 (1981) 381-395
11. A.W. Fitzgibbon, G. Cross, A. Zisserman, Automatic 3D model construction for turn-table sequences, in: Proceedings of the SMILE Workshop on 3D Structure from Multiple Images of Large-Scale Environments, 1998.
12. Fornland P., and Schnörr C. A robust and convergent iterative approach for determining the dominant plane from two views without correspondence and calibration. Proceedings of the Conference on Computer Vision and Pattern Recognition, Puerto Rico, USA (1997), IEEE, New York 508-513
13. P. Gargallo, P. Sturm, Bayesian 3D modeling from images using multiple depth maps, in: Proceedings of the International Conference on Computer Vision and Pattern Recognition, 2005.
14. C. Harris, M. Stephens, A combined corner and edge detector, in: Alvey Vision Conference, 1988, pp. 147-151.
15. Hartley R.I., and Zisserman A. Multiple View Geometry in Computer Vision. second ed. (2003), Cambridge University Press, Cambridge, MA
16. H. Jin, S. Soatto, A. Yezzi, Multi-view stereo reconstruction of dense shape and complex appearance, International Journal of Computer Vision (2005), to appear.
17. R. Koch, Surface segmentation and modeling of 3D polygonal objects from stereoscopic image pairs, in: Proceedings of the 13th International Conference on Pattern Recognition, Vienna, Austria, 1996.
18. K.N. Kutulakos, Approximate N-view stereo, in: Proceedings of the European Conference on Computer Vision, 2000.
19. Kutulakos K.N., and Seitz S.M. A theory of shape by space carving. International Journal of Computer Vision (2000)
20. F. Lang, W. Förstner, 3D-city modeling with a digital one-eye stereo system, in: Proceedings of the XVIII isprs-Congress, Vienna, Austria, July 1996.
21. Lhuillier M., and Quan L. A quasi-dense approach to surface reconstruction from uncalibrated images. ieee Transactions on Pattern Analysis and Machine Intelligence 27 3 (2005) 418-433
22. D. Liebowitz, A. Zisserman, Metric rectification for perspective images of planes, in: Proceedings of the Conference on Computer Vision and Pattern Recognition, Santa Barbara, California, USA, June 1998, pp. 482-488.
23. Meer P., Mintz D., Rosenfeld A., and Kim D.Y. Robust regression methods for computer vision: a review. International Journal of Computer Vision 6 1 (1991) 59-70
24. D.D. Morris, T. Kanade, Image-consistent surface triangulation, in: Proceedings of the International Conference on Computer Vision and Pattern Recognition, 2000.
25. Nakatsuji A., Sugaya Y., and Kanatani K. Optimizing a triangular mesh for shape reconstruction from images. ieice Transactions on Information and Systems E88-D 10 (2006) 2269-2276
26. M. Pollefeys, M. Vergauwen, L. Van Gool, Automatic 3D modeling from image sequences, in: Proceedings of the XIX isprs-Congress, Amsterdam, Netherlands, volume B5, July 2000, pp. 619-626.
27. Schaffalitzky F., and Zisserman A. Planar grouping for automatic detection of vanishing lines and points. Image and Vision Computing 18 9 (2000) 647-658
28. Scharstein D., and Szeliski R. A taxonomy and evaluation of dense two-frame stereo correspondence algorithms. International Journal of Computer Vision 47 1 (2002) 7-42
29. Sinclair D., and Blake A. Quantitative planar region detection. International Journal of Computer Vision 18 1 (1996) 77-91
30. C. Strecha, R. Fransens, L. Van Gool, Wide-baseline stereo from multiple views: a probabilistic account, in: Proceedings of the International Conference on Computer Vision and Pattern Recognition, 2004.
31. A. Streilein, U. Hirschberg, Integration of digital photogrammetry and caad: constraint-based modeling and semi-automatic measurement, in: Proceedings of the International caad Futures Conference, Singapore, September 1995.
32. J.-P. Tarel, J.-M. Vézien, A generic approach for planar patches stereo reconstruction, in: Proceedings of the 9th Scandinavian Conference on Image Analysis, Uppsala, Sweden, August 1995, pp. 1061-1070.
33. P.H.S. Torr, D.W. Murray, Outlier detection and motion segmentation, in: P.S. Schenker (Ed.), Sensor Fusion VI, Boston, SPIE volume 2059, 1993, pp. 432-442.
34. P.H.S. Torr, A. Zisserman, Robust parameterization and computation of the trifocal tensor, in: R.B. Fisher, E. Trucco (Eds.), Proceedings of the seventh British Machine Vision Conference, Edinburgh, Scotland, vol. 2, British Machine Vision Association, September 1996, pp. 655-664.
35. P.H.S. Torr, A. Zisserman, Robust computation and parametrization of multiple view relation, in: Proceedings of the 6th International Conference on Computer Vision, Bombay, India, 1998.
36. B. Triggs, P.F. McLauchlan, R.I. Hartley, A. Fitzgibbon, Bundle ajustment-a modern synthesis, in: Proceedings of the International Workshop on Vision Algorithms: Theory and Practice, 2000.
37. C. Vestri, F. Devernay, Using robust methods for automatic extraction of buildings, in: Proceedings of the Conference on Computer Vision and Pattern Recognition, Kauai, Hawaii, USA, vol. I, December 2001, pp. 133-138.
38. R. Vidal, Y. Ma, A unified algebraic approach to 2D and 3D motion segmentation, in: Proceedings of the European Conference on Computer Vision, 2004.
39. A.Y. Yang, S. Rao, A. Wagner, Y. Ma, Segmentation of a piece-wise planar scene from perspective images, in: Proceedings of the International Conference on Computer Vision and Pattern Recognition, 2005.
40. Zhang Z. Determining the epipolar geometry and its uncertainty: a review. International Journal of Computer Vision 27 2 (1998) 161-195