Style compatibility for 3D furniture models

ACM Transactions on Graphics

Volumn 34, Issue 4, 2015, Pages

  Liu, Tianqiang ^a   Hertzmann, Aaron ^b   Li, Wilmot ^b   Funkhouser, Thomas ^a  

^a PRINCETON UNIVERSITY   (United States)

^b ADOBE RESEARCH   (United States)

Author keywords

Compatibility; Crowdsourcing; Scene synthesis; Style

Indexed keywords

CROWDSOURCING; GEOMETRY; MAPPING;

3-D MODELING; COMPATIBILITY; EUCLIDEAN DISTANCE; FEATURE SPACE; GEOMETRIC FEATURE; INTERACTIVE TOOL; OBJECT CLASS; STYLE;

INTERACTIVE COMPUTER GRAPHICS;

EID: 84947290867     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/2766898     Document Type: Conference Paper

References (33)

1. AKAZAWA, Y., OKADA, Y., AND NIIJIMA, K. 2005. Automatic 3d scene generation based on contact constraints. In Proc. Conf. on Computer Graphics and Artificial Intelligence, 593-598.
2. BACH, F., JENATTON, R., MAIRAL, J., AND OBOZINSKI, G. 2012. Optimization with sparsity-inducing penalties. Foundations and Trends in Machine Learning 4, 1, 1-106.
3. CHAUDHURI, S., KALOGERAKIS, E., GUIBAS, L., AND KOLTUN, V. 2011. Probabilistic reasoning for assembly-based 3d modeling. ACM Trans. Graph. 30, 4, 35.
4. CHAUDHURI, S., KALOGERAKIS, E., GIGUERE, S., AND FUNKHOUSER, T. 2013. Attribit: content creation with semantic attributes. In Proc. UIST, ACM, 193-202.
5. FISHER, M., AND HANRAHAN, P. 2010. Context-based search for 3d models. ACM Trans. Graph. 29, 6, 182.
6. FISHER, M., SAVVA, M., AND HANRAHAN, P. 2011. Characterizing structural relationships in scenes using graph kernels. ACM Trans. Graph. 30, 4, 34.
7. FISHER, M., RITCHIE, D., SAVVA, M., FUNKHOUSER, T., AND HANRAHAN, P. 2012. Example-based synthesis of 3d object arrangements. ACM Trans. Graph. 31, 6, 135.
8. FUNKHOUSER, T., MIN, P., KAZHDAN, M., CHEN, J., HALDERMAN, A., DOBKIN, D., AND JACOBS, D. 2003. A search engine for 3d models. ACM Trans. Graph. 22, 1, 83-105.
9. GARCES, E., AGARWALA, A., GUTIERREZ, D., AND HERTZMANN, A. 2014. A similarity measure for illustration style. ACM Trans. Graph. 33, 4, 93.
10. GOLDBERGER, J., ROWEIS, S., HINTON, G., AND SALAKHUTDINOV, R. 2004. Neighbourhood components analysis. Advances in Neural Information Processing Systems.
11. HOTELLING, H. 1936. Relations between two sets of variates. Biometrika 28, 3-4, 321-377.
12. HUANG, Q.-X., SU, H., AND GUIBAS, L. 2013. Fine-grained semi-supervised labeling of large shape collections. ACM Trans. Graph. 32, 6, 190.
13. JAIN, A., THORMÄHLEN, T., RITSCHEL, T., AND SEIDEL, H.-P. 2012. Material memex: Automatic material suggestions for 3d objects. ACM Trans. Graph. 31, 5, 143.
14. KALOGERAKIS, E., CHAUDHURI, S., KOLLER, D., AND KOLTUN, V. 2012. A probabilistic model for component-based shape synthesis. ACM Trans. Graph. 31, 4, 55.
15. KAZHDAN, M., CHAZELLE, B., DOBKIN, D., FUNKHOUSER, T., AND RUSINKIEWICZ, S. 2004. A reflective symmetry descriptor for 3d models. Algorithmica 38, 1, 201-225.
16. KIM, V. G., LI, W., MITRA, N. J., CHAUDHURI, S., DIVERDI, S., AND FUNKHOUSER, T. 2013. Learning part-based templates from large collections of 3d shapes. ACM Trans. Graph. 32, 4, 70.
17. KULIS, B. 2012. Metric learning: A survey. Foundations & Trends in Machine Learning 5, 4, 287-364.
18. LI, H., ZHANG, H., WANG, Y., CAO, J., SHAMIR, A., AND COHEN-OR, D. 2013. Curve style analysis in a set of shapes. Computer Graphics Forum 32, 6, 77-88.
19. LUN, Z., KALOGERAKIS, E., AND SHEFFER, A. 2015. Elements of style: Learning structure-transcending perceptual shape style similarity. ACM Trans. Graph. 34, 4.
20. MA, C., HUANG, H., SHEFFER, A., KALOGERAKIS, E., AND WANG, R. 2014. Analogy-driven 3D style transfer. Computer Graphics Forum 33, 2, 175-184.
21. MERRELL, P., SCHKUFZA, E., LI, Z., AGRAWALA, M., AND KOLTUN, V. 2011. Interactive furniture layout using interior design guidelines. ACM Trans. Graph. 30, 4, 87.
22. MERRIAM-WEBSTER. 2004. Merriam-Webster Dictionary. Merriam-Webster Mass Market, July.
23. MILLER, J. 2005. Furniture. Penguin.
24. O'DONOVAN, P., LIBEKS, J., AGARWALA, A., AND HERTZMANN, A. 2014. Exploratory font selection using crowdsourced attributes. ACM Trans. Graph. 33, 4, 92.
25. PARIKH, D., AND GRAUMAN, K. 2011. Relative attributes. In Proc. ICCV, 503-510.
26. SHAPIRA, L., SHALOM, S., SHAMIR, A., COHEN-OR, D., AND ZHANG, H. 2010. Contextual part analogies in 3d objects. International Journal of Computer Vision 89, 2-3, 309-326.
27. TANGELDER, J. W., AND VELTKAMP, R. C. 2008. A survey of content based 3d shape retrieval methods. Multimedia tools and applications 39, 3, 441-471.
28. UMETANI, N., IGARASHI, T., AND MITRA, N. J. 2012. Guided exploration of physically valid shapes for furniture design. ACM Trans. Graph. 31, 4, 86.
29. WILBER, M. J., KWAK, I. S., AND BELONGIE, S. J. 2014. Cost-effective hits for relative similarity comparisons. In Proc. HCOMP.
30. XU, K., LI, H., ZHANG, H., COHEN-OR, D., XIONG, Y., AND CHENG, Z.-Q. 2010. Style-content separation by anisotropic part scales. ACM Trans. Graph. 29, 6, 184.
31. YU, L.-F., YEUNG, S. K., TANG, C.-K., TERZOPOULOS, D., CHAN, T. F., AND OSHER, S. 2011. Make it home: automatic optimization of furniture arrangement. ACM Trans. Graph. 30, 4, 86.
32. ZHENG, Y., COHEN-OR, D., AND MITRA, N. J. 2013. Smart variations: Functional substructures for part compatibility. Computer Graphics Forum 32, 2pt2, 195-204.
33. ZHU, C., BYRD, R. H., LU, P., AND NOCEDAL, J. 1997. Algorithm 778: L-bfgs-b: Fortran subroutines for large-scale boundconstrained optimization. ACM TOMS 23, 4, 550-560.