Large-Scale Data for Multiple-View Stereopsis

International Journal of Computer Vision

Volumn 120, Issue 2, 2016, Pages 153-168

  Aanæs, Henrik ^a   Jensen, Rasmus Ramsbøl ^a   Vogiatzis, George ^b   Tola, Engin ^c   Dahl, Anders Bjorholm ^a  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^b ASTON UNIVERSITY   (United Kingdom)

^c Aurvis   (Turkey)

Author keywords

3D data; 3D evaluation; Benchmark; Multi view stereo; Multiple view stereopsis; Stereo

Indexed keywords

ALUMINUM; BENCHMARKING; IMAGE SEGMENTATION; LIGHTING; PRESSING (FORMING); STEREO IMAGE PROCESSING;

3D DATA; 3D EVALUATION; MULTI-VIEW STEREO; MULTIPLE VIEWS; STEREO;

QUALITY CONTROL;

EID: 84964247480     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-016-0902-9     Document Type: Article

References (39)

1. Aanæs, H., Dahl, A., & Steenstrup Pedersen, K. (2012). Interesting interest points. IJCV, 97, 18–35.
2. Aanæs, H., & Dahl, A. (2015). Accuracy in robot generated image data sets. In Image analysis (pp. 472–479). Springer International Publishing.
3. Anderson, T. (1984). An introduction to multivariate statistical analysis. Hoboken: Wiley.
4. Bailer, C., Finckh, M., Lensch, H. P. A. (2012). Scale robust multi view stereo. In ECCV (pp. 398–411). Springer.
5. Beraldin, J. A., Gaiani, M. (2005). Evaluating the performance of close range 3D active vision systems for industrial design applications. In SPIE: Videometrics IX (Vol. 5665).
6. Boehler, W., Vicent, B., Marbs, A. (2003). Investigating laser scanner accuracy. In CIPA.
7. Boykov, Y., Kolmogorov, V. (2003). Computing geodesics and minimal surfaces via graph cuts. In ICCV (pp. 26–33).
8. Campbell, N. D., Vogiatzis, G., Hernández, C., Cipolla, R. (2008). Using multiple hypotheses to improve depth-maps for multi-view stereo. In ECCV (pp. 766–779).
9. Cook, R. L., & Torrance, K. E. (1981). A reflectance model for computer graphics. SIGGRAPH Computer Graphics, 15(3), 307–316.
10. Curless, B., Levoy, M. (1996). A volumetric method for building complex models from range images. In Conference on computer graphics and interactive iechniques, ACM (pp. 303–312).
11. Fuhrmann, S., & Goesele, M. (2014). Floating scale surface reconstruction. ACM Transactions on Graphics (TOG), 33(4), 46.
12. Furukawa, Y., Curless, B., Seitz, S. M., Szeliski, R. (2010). Towards internet-scale multi-view stereo. In CVPR (pp. 1434–1441).
13. Furukawa, Y., & Ponce, J. (2010). Accurate, dense, and robust multiview stereopsis. PAMI, 32(8), 1362–1376.
14. Goesele, M., Curless, B., Seitz, S. M. (2006). Multi-view stereo revisited. In CVPR (pp. 2402–2409).
15. Hernández, C., Vogiatzis, G., Cipolla, R. (2007). Probabilistic visibility for multi-view stereo. In CVPR (pp. 1–8).
16. Hiep, V. H., Keriven, R., Labatut, P., Pons, J. P. (2009). Towards high-resolution large-scale multi-view stereo. In PAMI (pp. 1430–1437).
17. Hu, X., Mordohai, P. (2010). Evaluation of stereo confidence indoors and outdoors. In CVPR (pp. 1466–1473).
18. Jensen, R., Dahl, A., Vogiatzis, G., Tola, E., Aanaes, H. (2014). Large scale multi-view stereopsis evaluation. In CVPR (pp. 406–413).
19. Kazhdan, M., Bolitho, M., Hoppe, H. (2006). Poisson surface reconstruction. In Eurographics symposium on geometry processing (pp. 61–70).
20. Kim, S., Kim, S., Dahl, A., Conradsen, K., Jensen, R., Aanæ s, H. (2012). Multiple view stereo by reflectance modeling. In 2011 International conference on 3D imaging, modeling, processing, visualization and transmission.
21. Klowsky, R., Kuijper, A., Goesele, M. (2012). Modulation transfer function of patch-based stereo systems. In CVPR (pp. 1386–1393).
22. Kolev, K., Brox, T., & Cremers, D. (2012). Fast joint estimation of silhouettes and dense 3D geometry from multiple images. PAMI, 34(3), 493–505.
23. Labatut, P., Pons, J.P., Keriven, R. (2009). Robust and efficient surface reconstruction from range data. In Computer graphics forum (Vol. 28, pp. 2275–2290). Wiley Online Library.
24. Liu, S., Cooper, D. B. (2011). A complete statistical inverse ray tracing approach to multi-view stereo. In CVPR (pp. 913–920).
25. Luhmann, T. (2008). Comparison and verification of optical 3-d surface measurement systems. In International archives photogrammetry, remote sensing spatial information science (Vol. 37).
26. Møller, B., Balslev, I., & Krüger, N. (2013). An automatic evaluation procedure for 3D scanners in robotics applications. IEEE Sensors Journal, 13(2), 870–878.
27. Mücke, P., Klowsky, R., Goesele, M. (2011). Surface reconstruction from multi-resolution sample points. In VMV (pp. 105–112). Citeseer.
28. Nair, R., Meister, S., Lambers, M., Balda, M., Hofmann, H., Kolb, A., Kondermann, D., Jähne, B. (2013). Ground truth for evaluating time of flight imaging. In Time-of-flight and depth imaging (Vol. 8200, pp. 52–74). Springer.
29. Newcombe, R.A., Lovegrove, S.J., Davison, A.J. (2011). Dtam: Dense tracking and mapping in real-time. In ICCV (pp. 2320–2327).
30. Salvi, J., Fernandez, S., Pribanic, T., & Llado, X. (2010). A state of the art in structured light patterns for surface profilometry. Pattern Recognition, 43(8), 2666–2680.
31. Salvi, J., Pages, J., & Batlle, J. (2004). Pattern codification strategies in structured light systems. Pattern Recognition, 37(4), 827–849.
32. Scharstein, D., Szeliski, R. (2003). High-accuracy stereo depth maps using structured light. In CVPR (Vol. 1, pp. I–195).
33. Seitz, S. M., Curless, B., Diebel, J., Scharstein, D., & Szeliski, R. (2006). A comparison and evaluation of multi-view stereo reconstruction algorithms. In CVPR (Vol. 1, pp. 519–528).
34. Shalom, S., Shamir, A., Zhang, H., Cohen-Or, D. (2010). Cone carving for surface reconstruction. In ACM transactions on graphics (TOG), ACM (Vol. 29, p. 150).
35. Strecha, C., von Hansen, W., Van Gool, L., Fua, P., Thoennessen, U. (2008). On benchmarking camera calibration and multi-view stereo for high resolution imagery. In CVPR (pp. 1–8).
36. Tola, E., Strecha, C., & Fua, P. (2012). Efficient large-scale multi-view stereo for ultra high-resolution image sets. Machine Vision and Applications, 23(5), 903–920.
37. Tukey, J. W. (1977). Exploratory data analysis (1st ed.). Reading, MA: Pearson-Addison-Wesley.
38. Vogiatzis, G., Hernández, C., Torr, P. H. S., & Cipolla, R. (2007). Multiview stereo via volumetric graph-cuts and occlusion robust photo-consistency. PAMI, 29(12), 2241–2246.
39. Wendel, A., Maurer, M., Graber, G., Pock, T., Bischof, H. (2012). Dense reconstruction on-the-fly. In CVPR (pp. 1450–1457).