Accurate, dense, and robust multiview stereopsis

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 32, Issue 8, 2010, Pages 1362-1376

  Furukawa, Yasutaka ^a   Ponce, Jean ^b  

^a GOOGLE INC   (United States)

^b ECOLE NORMALE SUPÉRIEURE   (France)

Author keywords

3D stereo scene analysis; Computer vision; Modeling and recovery of physical attributes; Motion; Shape.

Indexed keywords

COMPUTER VISION; IMAGE SEGMENTATION; PHOTOMETRY; VISIBILITY;

3D/STEREO SCENE ANALYSIS; GLOBAL VISIBILITY CONSTRAINTS; MODELING AND RECOVERY OF PHYSICAL ATTRIBUTES; MOTION; MULTI-VIEW STEREOPSIS; QUANTITATIVE EVALUATION; SHAPE; VISIBILITY CONSTRAINT;

MATCHED FILTERS;

EID: 77953810904     PISSN: 01628828     EISSN: None     Source Type: None    
DOI: 10.1109/TPAMI.2009.161     Document Type: Article

References (39)

1. S.M. Seitz, B. Curless, J. Diebel, D. Scharstein, and R. Szeliski, "Multi-View Stereo Evaluation," http://vision.middlebury.edu/mview/, 2010.
2. S.M. Seitz, B. Curless, J. Diebel, D. Scharstein, and R. Szeliski, "A Comparison and Evaluation of Multi-View Stereo Reconstruction Algorithms," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2006.
3. O. Faugeras and R. Keriven, "Variational Principles, Surface Evolution, PDE's, Level Set Methods and the Stereo Problem," IEEE Trans. Image Processing, vol.7, no.3, pp. 336-344, Mar. 1998.
4. S. Paris, F. Sillion, and L. Quan, "A Surface Reconstruction Method Using Global Graph Cut Optimization," Proc. Asian Conf. Computer Vision, http://artis.imag.fr/Publications/2004/PSQ04, Jan. 2004.
5. J.-P. Pons, R. Keriven, and O.D. Faugeras, "Multi-View Stereo Reconstruction and Scene Flow Estimation with a Global Image-Based Matching Score," Int'l J. Computer Vision, vol.72, no.2, pp. 179-193, 2007.
6. S. Tran and L. Davis, "3D Surface Reconstruction Using Graph Cuts with Surface Constraints," Proc. European Conf. Computer Vision, 2006.
7. G. Vogiatzis, P.H. Torr, and R. Cipolla, "Multi-View Stereo Via Volumetric Graph-Cuts," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2005.
8. A. Hornung and L. Kobbelt, "Hierarchical Volumetric Multi-View Stereo Reconstruction of Manifold Surfaces Based on Dual Graph Embedding," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2006.
9. S. Sinha, P. Mordohai, and M. Pollefeys, "Multi-View Stereo via Graph Cuts on the Dual of an Adaptive Tetrahedral Mesh," Proc. Int'l Conf. Computer Vision, 2007.
10. C. Hernández Esteban and F. Schmitt, "Silhouette and Stereo Fusion for 3D Object Modeling," Computer Vision and Image Understanding, vol.96, no.3, pp. 367-392, 2004.
11. A. Zaharescu, E. Boyer, and R. Horaud, "Transformesh: A Topology-Adaptive Mesh-Based Approach to Surface Evolution," Proc. Asian Conf. Computer Vision, Y. Yagi, S.B. Kang, I.-S. Kweon, and H. Zha, eds., pp. 166-175, 2007.
12. Y. Furukawa and J. Ponce, "Carved Visual Hulls for Image-Based Modeling," Int'l J. Computer Vision, vol.81, pp. 53-67, Mar. 2009.
13. B. Baumgart, "Geometric Modeling for Computer Vision," PhD dissertation, Stanford Univ., 1974.
14. M. Goesele, B. Curless, and S.M. Seitz, "Multi-View Stereo Revisited," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 2402-2409, 2006.
15. C. Strecha, R. Fransens, and L.V. Gool, "Combined Depth and Outlier Estimation in Multi-View Stereo," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 2394-2401, 2006.
16. D. Bradley, T. Boubekeur, and W. Heidrich, "Accurate Multi-View Reconstruction Using Robust Binocular Stereo and Surface Meshing," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2008.
17. M. Lhuillier and L. Quan, "A Quasi-Dense Approach to Surface Reconstruction from Uncalibrated Images," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.27, no.3, pp. 418-433, Mar. 2005. (Pubitemid 40377333)
18. M. Habbecke and L. Kobbelt, "Iterative Multi-View Plane Fitting," Proc. 11th Fall Workshop Vision, Modeling, and Visualization, 2006.
19. L. Kobbelt and M. Botsch, "A Survey of Point-Based Techniques in Computer Graphics," Computers & Graphics, vol.28, no.6, pp. 801-814, 2004.
20. R.L. Carceroni and K.N. Kutulakos, "Multi-View Scene Capture by Surfel Sampling: From Video Streams to Non-Rigid 3D Motion, Shape and Reflectance," Int'l J. Computer Vision, vol.49, nos. 2-3, pp. 175-214, 2002.
21. M. Goesele, N. Snavely, B. Curless, H. Hoppe, and S.M. Seitz, "Multi-View Stereo for Community Photo Collections," Proc. Int'l Conf. Computer Vision, 2007.
22. G.P. Otto and T.K.W. Chau, "'Region-Growing' Algorithm for Matching of Terrain Images," Image Vision Computing, vol.7, no.2, pp. 83-94, 1989.
23. V. Ferrari, T. Tuytelaars, and L. Van Gool, "Simultaneous Object Recognition and Segmentation by Image Exploration," Proc. European Conf. Computer Vision, 2004.
24. A. Kushal and J. Ponce, "A Novel Approach to Modeling 3D Objects from Stereo Views and Recognizing them in Photographs," Proc. European Conf. Computer Vision, vol.2, pp. 563-574, 2006.
25. Y. Furukawa and J. Ponce, "PMVS," http://grail.cs.washington. edu/software/pmvs, 2010.
26. Y. Furukawa and J. Ponce, "Accurate, Dense, and Robust Multi-View Stereopsis," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2007.
27. E. Tola, V. Lepetit, and P. Fua, "A Fast Local Descriptor for Dense Matching," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2008.
28. W. Naylor and B. Chapman, "Wnlib," http://www.willnaylor. com/wnlib.html, 2010.
29. M. Kazhdan, M. Bolitho, and H. Hoppe, "Poisson Surface Reconstruction," Proc. Symp. Geometry Processing, 2006.
30. H. Hoppe, T. DeRose, T. Duchamp, J. McDonald, and W. Stuetzle, "Mesh Optimization," Proc. SIGGRAPH, pp. 19-26, 1993.
31. G. Vogiatzis, C.H. Esteban, P.H.S. Torr, and R. Cipolla, "Multi-view Stereo Via Volumetric Graph-Cuts and Occlusion Robust Photo-Consistency," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.29, no.12, pp. 2241-2246, Dec. 2007.
32. J.-S. Franco and E. Boyer, "Efficient Polyhedral Modeling from Silhouettes," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.31, no.3, pp. 414-427, Mar. 2009.
33. C. Zach, "Fast and High Quality Fusion of Depth Maps," Proc. 3D Data Processing, Visualization and Transmission, 2008.
34. N. Campbell, G. Vogiatzis, C. Hernandez, and R. Cipolla, "Multiple Hypotheses Depth-Maps for Multi-View Stereo," Proc. European Conf. Computer Vision, 2008.
35. C. Strecha, W. von Hansen, L.V. Gool, P. Fua, and U. Thoennessen, "On Benchmarking Camera Calibration and Multi-View Stereo for High Resolution Imagery," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2008.
36. C. Strecha, "Multi-View Evaluation," http://cvlab.epfl.ch/ ~strecha/multiview, 2010.
37. C. Strecha, R. Fransens, and L.V. Gool, "Wide Baseline Stereo from Multiple Views: A Probabilistic Account," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2004.
38. D. Scharstein and R. Szeliski, "A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms," Int'l J. Computer Vision, vol.47, nos. 1-3, pp. 7-42, 2002.
39. C.H. Esteban, G. Vogiatzis, and R. Cipolla, "Probabilistic Visibility for Multi-View Stereo," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2007.