New evaluation metrics for mesh segmentation

Computers and Graphics (Pergamon)

Volumn 37, Issue 6, 2013, Pages 553-564

  Liu, Zhenbao ^a   Tang, Sicong ^a   Bu, Shuhui ^a   Zhang, Hao ^b  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

^b SIMON FRASER UNIVERSITY   (Canada)

Author keywords

Adaptive Entropy Increment; Evaluation metric; Mesh segmentation; Similarity Hamming Distance

Indexed keywords

3D MODELING; ENTROPY; IMAGE SEGMENTATION; MESH GENERATION; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS; TEXTURES;

AUTOMATIC SEGMENTATIONS; ENTROPY INCREMENT; EVALUATION METRICS; HIERARCHICAL SEGMENTATION; MESH SEGMENTATION; SEGMENTATION ALGORITHMS; SEMANTIC SEGMENTATION; SHAPE CORRESPONDENCES;

HAMMING DISTANCE;

EID: 84880062550     PISSN: 00978493     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cag.2013.05.021     Document Type: Article

References (39)

1. Benhabiles H, Vandeborre J-P, Lavoué G, Daoudi M, A framework for the objective evaluation of segmentation algorithms using a ground-truth of human segmented 3D-models. In: Proceedings of shape modeling international; 2009. p. 36-43.
2. X. Chen, A. Golovinskiy, and T. Funkhouser A benchmark for 3D mesh segmentation ACM Trans Graph 28 3 2009 Article no. 73
3. Skraba P, Ovsjanikov M, Chazal F, Guibas L. Persistence-based segmentation of deformable shapes. In: IEEE conference on computer vision and pattern recognition workshops; 2010. p. 45-52.
4. E. Kalogerakis, A. Hertzmann, and K. Singh Learning 3D mesh segmentation and labeling ACM Trans Graph 29 3 2010 1 11
5. Y. Zheng, C.-L. Tai, and O.K.-C. Au Dot scissor a single-click interface for mesh segmentation IEEE Trans Vis Comput Graph 18 8 2012 1304 1312
6. Q. Huang, V. Koltun, and L. Guibas Joint shape segmentation with linear programming ACM Trans Graph 30 6 2011 Article 125
7. H. Benhabiles, G. Lavoué, J.-P. Vandeborre, and M. Daoudi Learning boundary edges for 3D-mesh segmentation Comput Graph Forum 30 8 2011 2170 2182
8. Bergamasco F, Albarelli A, Torsello A. Semi-supervised segmentation of 3D surfaces using a weighted graph representation. In: Proceedings of international conference on graph-based representations in pattern recognition; 2011. p. 225-34.
9. M. Meng, L. Fan, and L. Liu A comparative evaluation of foreground/background sketch-based mesh segmentation algorithms Comput Graph 35 3 2011 650 660
10. W. Benjamin, A.W. Polk, S. Vishwanathan, and K. Ramani Heat walk robust salient segmentation of non-rigid shapes Comput Graph Forum 30 7 2011 2097 2106
11. M. Meng, L. Fan, and L. Liu icutter a direct cut out tool for 3D shapes Comput Anim Virtual Worlds 22 4 2011 335 342
12. O.K.-C. Au, Y. Zheng, M. Chen, P. Xu, and C.-L. Tai Mesh segmentation with concavity-aware fields IEEE Trans Vis Comput Graph 18 7 2012 1125 1134
13. J. Solomon, M. Ben-Chen, A. Butscher, and L. Guibas Discovery of intrinsic primitives on triangle meshes Comput Graph Forum 30 2 2011 365 374
14. T.-C. Ho, and J.-H. Chuang Volume based mesh segmentation J Inf Sci Eng 28 4 2012 705 722
15. J. Zhang, J. Zheng, C. Wu, and J. Cai Variational mesh decomposition ACM Trans Graph 31 3 2012 Article 21
16. A. Shamir A survey on mesh segmentation techniques Comput Graph Forum 27 6 2008 1539 1556
17. F. de Goes, S. Goldenstein, and L. Velho A hierarchical segmentation of articulated bodies Comput Graph Forum 29 5 2010 1349 1356
18. L. Shapira, A. Shamir, and D. Cohen-Or Consistent mesh partitioning and skeletonisation using the shape diameter function Vis Comput 24 4 2008 249 259
19. O. Sidi, O. van Kaick, Y. Kleiman, H. Zhang, and D. Cohen-Or Unsupervised co-segmentation of a set of shapes via descriptor-space spectral clustering ACM Trans Graph 30 6 2011 Article 126
20. R. Hu, L. Pan, and L. Liu Co-segmentation of 3D shapes via subspace clustering Comput Graph Forum (Proc SGP) 31 5 2012 1703 1713
21. M. Meng, J. Xia, J. Luo, and Y. He Unsupervised co-segmentation for 3D shapes using iterative multi-label optimization Comput Aided Des 45 2 2013 312 320
22. J. Lv, X. Chen, J. Huang, and H. Bao Semi-supervised mesh segmentation and labeling Comput Graph Forum 31 7 2012 2241 2247
23. J. Zhang, J. Zheng, and J. Cai Interactive mesh cutting using constrained random walks IEEE Trans Vis Comput Graph 17 3 2011 357 367
24. C. Xiao, H. Fu, and C.-L. Tai Hierarchical aggregation for efficient shape extraction Vis Comput 25 3 2009 267 278
25. A. Sharf, M. Blumenkrants, A. Shamir, and D. Cohen-Or Snappaste an interactive technique for easy mesh composition Vis Comput 22 9-11 2006 835 844
26. Brown S, Morse B, Barrett W. Interactive part selection for mesh and point models using hierarchical graph-cut partitioning. In: Proceedings of graphics interface; 2009. p. 23-30.
27. Y. Zheng, and C.-L. Tai Mesh decomposition with cross-boundary brushes Comput Graph Forum 29 2 2010 527 535
28. J. Zhang, C. Wu, J. Cai, J. Zheng, and X. cheng Tai Mesh snapping robust interactive mesh cutting using fast geodesic curvature flow Comput Graph Forum 29 2 2010 517 526
29. Y. Wang, S. Asafi, O. van Kaick, H. Zhang, D. Cohen-Or, and B. Chen Active co-analysis of a set of shapes ACM Trans Graph 31 6 2012 Article 165
30. Attene M, Katz S, Mortara M, Patanè G, Spagnuolo M, Tal A. Mesh segmentation-a comparative study. In: Proceedings of shape modeling international; 2006. p. 14-25.
31. S. Shlafman, A. Tal, and S. Katz Metamorphosis of polyhedral surfaces using decomposition Comput Graph Forum 21 3 2002 219 228
32. M. Attene, B. Falcidieno, and M. Spagnuolo Hierarchical mesh segmentation based on fitting primitives Vis Comput 22 3 2006 181 193
33. S. Katz, G. Leifman, and A. Tal Mesh segmentation using feature point and core extraction Vis Comput 21 8 2005 649 658
34. Lai Y, Hu S, Martin RR, Rosin PL. Fast mesh segmentation using random walks. In: Proceedings of ACM symposium on solid and physical modeling; 2008. p. 183-91.
35. Golovinskiy A, Funkhouser T. Randomized cuts for 3D mesh analysis, ACM Trans Graph 27 (5).
36. H. Benhabiles, J.-P. Vandeborre, G. Lavoué, and M. Daoudi A comparative study of existing metrics for 3D-mesh segmentation evaluation Vis Comput 26 12 2010 1451 1466
37. Huang Q, Dom B. Quantitative methods of evaluating image segmentation. In: Proceedings of IEEE international conference on image processing; 1995. p. 53-6.
38. R. Osada, T. Funkhouser, B. Chazelle, and D. Dobkin Shape distributions ACM Trans Graph 21 4 2002 807 832
39. 〈 http://web.siat.ac.cn/~yunhai/ssl/ssd.htm âŒ.