Quality-driven poisson-guided autoscanning

ACM Transactions on Graphics

Volumn 33, Issue 6, 2014, Pages

  Wu, Shihao ^a   Sun, Wei ^a   Long, Pinxin ^a   Huang, Hui ^a   Cohen Or, Daniel ^b   Gong, Minglun ^c   Deussen, Oliver ^d   Chen, Baoquan ^e  

^a SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY   (China)

^b TEL AVIV UNIVERSITY   (Israel)

^c MEMORIAL UNIVERSITY OF NEWFOUNDLAND   (Canada)

^d UNIVERSITY OF KONSTANZ   (Germany)

^e SHANDONG UNIVERSITY   (China)

Author keywords

3D acquisition; Autonomous scanning; Next best view

Indexed keywords

ROBOTS;

3-D ACQUISITIONS; GEOMETRIC DETAILS; GEOMETRIC RELATIONS; NEXT BEST VIEW; PERFORMANCE COMPARISON; PLANNING TECHNIQUES; ROBOTIC PLATFORMS; STATE-OF-THE-ART METHODS;

SCANNING;

EID: 84914703186     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/2661229.2661242     Document Type: Conference Paper

References (39)

1. BANTA, J. E., WONG, L. R., DUMONT, C., AND ABIDI, M. A. 2000. A next-best-view system for autonomous 3D object reconstruction. IEEE Trans. Systems, Man & Cybernetics 30, 5, 589-598.
2. BERGER, M., LEVINE, J. A., NONATO, L. G., TAUBIN, G., AND SILVA, C. T. 2013. A benchmark for surface reconstruction. ACM Trans. on Graphics (Proc. of SIGGRAPH) 32, 2, 20:1- 20:17.
3. BERGER, M., TAGLIASACCHI, A., SEVERSKY, L. M., ALLIEZ, P., LEVINE, J. A., SHARF, A., AND SILVA, C. 2014. State of the art in surface reconstruction from point clouds. Eurographics STAR, 165-185.
4. BLAER, P. S., AND ALLEN, P. K. 2007. Data acquisition and view planning for 3D modeling tasks. In Proc. IEEE Int. Conf. on Intelligent Robots & Systems, 417-422.
5. CARR, J. C., BEATSON, R. K., CHERRIE, J. B., MITCHELL, T. J., FRIGHT, W. R., MCCALLUM, B. C., AND EVANS, T. R. 2001. Reconstruction and representation of 3D objects with radial basis functions. SIGGRAPH, 67-76.
6. CHEN, S., LI, Y., AND KWOK, N. M. 2011. Active vision in robotic systems: A survey of recent developments. Int. J. Robotic Research 30, 1343-1377.
7. CHEN, J., BAUTEMBACH, D., AND IZADI, S. 2013. Scalable realtime volumetric surface reconstruction. ACM Trans. on Graphics (Proc. of SIGGRAPH) 32, 4, 113:1-113:16.
8. CONNOLLY, C. 1985. The determination of next best views. In Proc. IEEE Int. Conf. on Robotics & Automation, vol. 2, 432-435.
9. CORSINI, M., CIGNONI, P., AND SCOPIGNO, R. 2012. Efficient and flexible sampling with blue noise properties of triangular meshes. IEEE Trans. Visualization & Computer Graphics 18, 6, 914-924.
10. DAVIS, J., MARSCHNER, S. R., GARR, M., AND LEVOY, M. 2002. Filling holes in complex surfaces using volumetric diffusion. In 3DPVT, 428-441.
11. DUNN, E., AND FRAHM, J.-M. 2009. Next best view planning for active model improvement. In Proc. Conf. on British Machine Vision, 1-11.
12. GSCHWANDTNER, M., KWITT, R., UHL, A., AND PREE, W. 2011. Blensor: blender sensor simulation toolbox. In Advances in Visual Computing. 199-208.
13. HARARY, G., TAL, A., AND GRINSPUN, E. 2014. Context-based coherent surface completion. ACM Trans. on Graphics 33, 1, 5:1-5:12.
14. HUANG, H., LI, D., ZHANG, H., ASCHER, U., AND COHEN-OR, D. 2009. Consolidation of unorganized point clouds for surface reconstruction. ACM Trans. on Graphics (Proc. of SIGGRAPH Asia) 28, 5, 176:1-176:7.
15. 1 -medial skeleton of point cloud. ACM Trans. on Graphics (Proc. of SIGGRAPH) 32, 4, 65:1- 65:8.
16. KAZHDAN, M., AND HOPPE, H. 2013. Screened poisson surface reconstruction. ACM Trans. on Graphics 32, 1, 29:1-29:13.
17. KAZHDAN, M., BOLITHO, M., AND HOPPE, H. 2006. Poisson surface reconstruction. Proc. Eurographics Symp. on Geometry Processing, 61-70.
18. KHALFAOUI, S., SEULIN, R., FOUGEROLLE, Y., AND FOFI, D. 2013. An efficient method for fully automatic 3D digitization of unknown objects. Computers in Industry 64, 9, 1152-1160.
19. KIM, Y., MITRA, N., HUANG, Q., AND GUIBAS, L. J. 2013. Guided real-time scanning of indoor environments. Computer Graphics Forum (Proc. Pacific Conf. on Computer Graphics & Applications) 32, 7.
20. KRIEGEL, S., RINK, C., TIM, B., NARR, A., SUPPA, M., AND HIRZINGER, G. 2013. Efficient next-best-scan planning for autonomous 3D surface reconstruction of unknown objects. J. Real-Time Image Processing, 1-21.
21. LI, H., VOUGA, E., GUDYM, A., LUO, L., BARRON, J. T., AND GUSEV, G. 2013. 3D self-portraits. ACM Trans. on Graphics (Proc. of SIGGRAPH Asia) 32, 6, 187:1-187:9.
22. LIPMAN, Y., COHEN-OR, D., LEVIN, D., AND TAL-EZER, H. 2007. Parameterization-free projection for geometry reconstruction. ACM Trans. on Graphics (Proc. of SIGGRAPH) 26, 3, 22:1-22:6.
23. LOW, K.-L., AND LASTRA, A. 2006. An adaptive hierarchical next-best-view algorithm for 3D reconstruction of indoor scenes. In Proc. Pacific Conf. on Computer Graphics & Applications.
24. MASUDA, T. 2002. Registration and integration of multiple range images by matching signed distance fields for object shape modeling. Computer Vision and Image Understanding 87, 1, 51-65.
25. MAVER, J., AND BAJCSY, R. 1993. Occlusions as a guide for planning the next view. IEEE Trans. Pattern Analysis & Machine Intelligence 15, 5, 417-433.
26. MULLEN, P., DE GOES, F., DESBRUN, M., COHEN-STEINER, D., AND ALLIEZ, P. 2010. Signing the unsigned: Robust surface reconstruction from raw pointsets. Computer Graphics Forum (Proc. Eurographics Symp. on Geometry Processing) 29, 5, 1733-1741.
27. NEWCOMBE, R. A., DAVISON, A. J., IZADI, S., KOHLI, P., HILLIGES, O., SHOTTON, J., MOLYNEAUX, D., HODGES, S., KIM, D., AND FITZGIBBON, A. 2011. KinectFusion: Real-time dense surface mapping and tracking. In Proc. IEEE Int. Symp. on Mixed and augmented reality, 127-136.
28. PAULY, M., MITRA, N. J., AND GUIBAS, L. J. 2004. Uncertainty and variability in point cloud surface data. In Proc. Eurographics Conf. on Point-Based Graphics, 77-84.
29. PITO, R. 1996. A sensor-based solution to the next best view problem. In Proc. IEEE Int. Conf. on Pattern Recognition, vol. 1, 941-945.
30. SAGAWA, R., AND IKEUCHI, K. 2008. Hole filling of a 3D model by flipping signs of a signed distance field in adaptive resolution. IEEE Trans. Pattern Analysis & Machine Intelligence 30, 4, 686-699.
31. SCOTT, W. R., ROTH, G., AND RIVEST, J.-F. 2003. View planning for automated three-dimensional object reconstruction and inspection. ACM Computing Surveys 35, 1, 64-96.
32. SEVERSKY, L. M., AND YIN, L. 2012. A global parity measure for incomplete point cloud data. In Computer Graphics Forum (Proc. Pacific Conf. on Computer Graphics & Applications), vol. 31, 2097-2106.
33. SHARF, A., ALEXA, M., AND COHEN-OR, D. 2004. Context-based surface completion. ACM Trans. on Graphics (Proc. of SIGGRAPH) 23, 3, 878-887.
34. TAGLIASACCHI, A., ZHANG, H., AND COHEN-OR, D. 2009. Curve skeleton extraction from incomplete point cloud. ACM Trans. on Graphics (Proc. of SIGGRAPH) 28, 3, 71:1-71:9.
35. TRUCCO, E., UMASUTHAN, M., WALLACE, A., AND ANDROBERTO, V. 1997. Model-based planning of optimal sensor placements for inspection. In Proc. IEEE Int. Conf. on Robotics & Automation, vol. 13, 182-194.
36. VÁSQUEZ -GÓMEZ, J. I., LÓPEZ -DAMIAN, E., AND SUCAR, L. E. 2009. View planning for 3D object reconstruction. In Proc. IEEE Int. Conf. on Intelligent Robots & Systems, 4015-4020.
37. WENHARDT, S., DEUTSCH, B., ANGELOPOULOU, E., AND NIEMANN, H. 2007. Active visual object reconstruction using D-, E-, and T-optimal next best views. In Proc. IEEE Conf. on Computer Vision & Pattern Recognition, 1-7.
38. WHEELER, M. D., SATO, Y., AND IKEUCHI, K. 1998. Consensus surfaces for modeling 3D objects from multiple range images. In Proc. Int. Conf. on Computer Vision, 917-924.
39. ZHOU, Q.-Y., AND KOLTUN, V. 2013. Dense scene reconstruction with points of interest. ACM Trans. on Graphics (Proc. of SIGGRAPH) 32, 4, 112:1-112:8.