Dense object reconstruction with semantic priors

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2013, Pages 1264-1271

  Bao, Sid Yingze ^b   Chandraker, Manmohan ^a   Lin, Yuanqing ^a   Savarese, Silvio ^b  

^a NEC LABORATORIES AMERICA   (United States)

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MULTI-VIEW STEREO; OBJECT CATEGORIES; OBJECT RECONSTRUCTION; QUANTITATIVE EVALUATION; ROBUST ALGORITHM; SEMANTIC INFORMATION; SPATIAL CONSISTENCY; STRUCTURE FROM MOTION;

OBJECT RECOGNITION; SEMANTICS;

IMAGE MATCHING;

EID: 84887362431     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2013.167     Document Type: Conference Paper

References (32)

1. S. Bao and S. Savarese. Semantic structure from motion. In CVPR, pages 2025-2032, 2011.
2. S. Belongie, J. Malik, and J. Puzicha. Shape matching and object recognition using shape contexts. PAMI, 24(4):509-522, 2002.
3. A. Berg, T. Berg, and J. Malik. Shape matching and object recognition using low distortion correspondences. In CVPR, volume 1, pages 26-33, 2005.
4. V. Blanz and T. Vetter. A morphable model for the synthesis of 3D faces. In SIGGRAPH, pages 187-194, 1999.
5. F. L. Bookstein. Principal warps: Thin-plate splines and the decomposition of deformations. PAMI, 11(6):567-585, 1989.
6. H. Chui and A. Rangarajan. A new point matching algorithm for non-rigid registration. CVIU, 89(2-3):114-141, 2003.
7. P. Cignoni, C. Rocchini, and R. Scopigno. Metro: Measuring error on simplified surfaces. CGF, 17:167-174, 1998.
8. T. Cootes, C. Taylor, D. Cooper, and J. Graham. Active shape models: Their training and application. CVIU, 61(1):38-59, 1995.
9. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In CVPR, pages 886-893, 2005.
10. I. Dryden and K. Mardia. Statistical Shape Analysis. JohnWiley and Sons, 1998.
11. P. Felzenszwalb, R. Girshick, D. McAllester, and D. Ramanan. Object detection with discriminatively trained part-based models. PAMI, 32(9):1627-1645, 2010.
12. V. Ferrari, F. Jurie, and C. Schmid. Accurate object detection with deformable shape models learnt from images. In CVPR, pages 1-8, 2007.
13. Y. Furukawa, B. Curless, S. Seitz, and R. Szeliski. Manhattanworld stereo. In CVPR, pages 1422-1429, 2009.
14. Y. Furukawa, B. Curless, S. Seitz, and R. Szeliski. Towards internet-scale multi-view stereo. In CVPR, pages 1434-1441, 2010.
15. Y. Furukawa and J. Ponce. Accurate, dense and robust multiview stereopsis. PAMI, 32(8):1362-1376, 2010.
16. D. Gallup, J.-M. Frahm, and M. Pollefeys. Piecewise planar and non-planar stereo for urban scene reconstruction. In CVPR, pages 1418-1425, 2010.
17. M. Goesele, J. Ackermann, S. Fuhrmann, R. Klowsky, F. Langguth, P. Müandcke, and M. Ritz. Scene reconstruction from community photo collections. IEEE Computer, 43:48-53, 2010.
18. C. Hernández and G. Vogiatzis. Shape from photographs: A multi-view stereo pipeline. In Computer Vision, volume 285 of Studies in Comp. Intell., pages 281-311. Springer, 2010.
19. T. Jiang, F. Jurie, and C. Schmid. Learning shape prior models for object matching. In CVPR, pages 848-855, 2009.
20. M. Kazhdan, M. Bolitho, and H. Hoppe. Poisson surface reconstruction. In SGP, pages 61-70, 2006.
21. V. Kolmogorov and R. Zabih. Multi-camera scene reconstruction via graph cuts. In ECCV, pages 82-96, 2002.
22. B. Leibe, A. Leonardis, and B. Schiele. An implicit shape model for combined object categorization and segmentation. In Toward Category-Level Object Recognition, volume 4170 of LNCS, pages 508-524. Springer, 2006.
23. M. J. Leotta and J. L. Mundy. Predicting high resolution image edges with a generic, adaptive, 3D vehicle model. In CVPR, pages 1311-1318, 2009.
24. B. Munsell, P. Dalal, and S. Wang. Evaluating shape correspondence for statistical shape analysis: A benchmark study. PAMI, 30(11):2023-2039, 2008.
25. M. Pauly, N. J. Mitra, J. Giesen, M. Gross, and L. J. Guibas. Example-based 3D scan completion. In SGP, pages 23-32, 2005.
26. K. Rohr, H. S. Stiehl, R. Sprengel, W. Beil, T. M. Buzug, J. Weese, and M. H. Kuhn. Point-based elastic registration of medical image data using approximating thin-plate splines. In Int. Conf. on Vis. in Biomed. Comp., pages 297-306, 1996.
27. S. M. 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.
28. M. Sun, G. Bradski, B.-X. Xu, and S. Savarese. Depth-encoded hough voting for coherent object detection, pose estimation, and shape recovery. In ECCV, pages 658-671, 2010.
29. A. Thomas, V. Ferrari, B. Leibe, T. Tuytelaars, and L. Van Gool. Depth-from-recognition: Inferring meta-data by cognitive feedback. In ICCV, pages 1-8, 2007.
30. G. Vogiatzis, C. Hernandez, P. Torr, and R. Cipolla. Multiview stereo via volumetric graph-cuts and occlusion robust photoconsistency. PAMI, 29(12):2241-2246, 2007.
31. C. Wu, S. Agarwal, B. Curless, and S. Seitz. Schematic surface reconstruction. In CVPR, pages 1498-1505, 2012.
32. Y. Xiang and S. Savarese. Estimating the aspect layout of object categories. In CVPR, pages 3410-3417, 2012.