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2015 | OriginalPaper | Chapter

64. A Novel Quantitative Evaluation Metric of 3D Mesh Segmentation

Authors : Xiao-peng Sun, Lu Wang, Xingyue Wang, Xiaona Zhao

Published in: Ubiquitous Computing Application and Wireless Sensor

Publisher: Springer Netherlands

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Abstract

This paper presents a novel quantitative metric for comparison of 3D mesh segmentations, Ultimate Measurement Accuracy, basing on the screening data sets, to support our quantitative comparisons of seven recently published mesh segmentation algorithms; and the experiment results suggest that, our metrics is robust to degenerative segmentation and hierarchical refinement, stable to the imprecision of cut boundaries.

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Literature
1.
go back to reference Shamir A (2008) A survey on mesh segmentation techniques. Comput Graph Forum 27(6):1539–1556CrossRefMATH Shamir A (2008) A survey on mesh segmentation techniques. Comput Graph Forum 27(6):1539–1556CrossRefMATH
2.
go back to reference Benhabiles H, Vandeborre J, Lavoue G et al (2009) A framework for the objective evaluation of segmentation algorithms using a ground-truth of human segmented 3d-models. In: Proceedings of IEEE international conference on shape modeling and applications, Beijing Benhabiles H, Vandeborre J, Lavoue G et al (2009) A framework for the objective evaluation of segmentation algorithms using a ground-truth of human segmented 3d-models. In: Proceedings of IEEE international conference on shape modeling and applications, Beijing
3.
go back to reference Chen X, Golovinskiy A, Funkhouser T (2009) A benchmark for 3D mesh segmentation. ACM Trans Graph 28(3):73:1–73:12CrossRef Chen X, Golovinskiy A, Funkhouser T (2009) A benchmark for 3D mesh segmentation. ACM Trans Graph 28(3):73:1–73:12CrossRef
4.
go back to reference Benhabiles H, Vandeborre J, Lavoue G et al (2010) A comparative study of existing metrics for 3D-mesh segmentation evaluation. Visual Comput Int J Comput Graph 26(12):1451–1466 Benhabiles H, Vandeborre J, Lavoue G et al (2010) A comparative study of existing metrics for 3D-mesh segmentation evaluation. Visual Comput Int J Comput Graph 26(12):1451–1466
5.
go back to reference Shlafman S, Talm A, Katz S (2002) Metamorphosis of polyhedral surfaces using decomposition. Comput Graph Forum 21(3):219–228CrossRef Shlafman S, Talm A, Katz S (2002) Metamorphosis of polyhedral surfaces using decomposition. Comput Graph Forum 21(3):219–228CrossRef
6.
go back to reference Lai YK, Hu SM, Martin RR, Rosin PL (2009) Rapid and effective segmentation of 3D models using random walks. Comput Aided Geom D 26(6):665–679CrossRefMATHMathSciNet Lai YK, Hu SM, Martin RR, Rosin PL (2009) Rapid and effective segmentation of 3D models using random walks. Comput Aided Geom D 26(6):665–679CrossRefMATHMathSciNet
7.
go back to reference Attene M, Falcidieno B, Spagnuolo M (2006) Hierarchical mesh segmentation based on fitting primitives. Visual Comput 3(22):181–193CrossRef Attene M, Falcidieno B, Spagnuolo M (2006) Hierarchical mesh segmentation based on fitting primitives. Visual Comput 3(22):181–193CrossRef
9.
go back to reference Katz S, Leifman G, Tal A (2005) Mesh segmentation using feature point and core extraction. Visual Comput 21(8–10):865–875 Katz S, Leifman G, Tal A (2005) Mesh segmentation using feature point and core extraction. Visual Comput 21(8–10):865–875
10.
go back to reference Shapira L, Shamir A, Cohen-Or D (2008) Consistent mesh partitioning and skeletonisation using the shape diameter function. Visual Comput Int J Comput Graph 4(24):249–259 Shapira L, Shamir A, Cohen-Or D (2008) Consistent mesh partitioning and skeletonisation using the shape diameter function. Visual Comput Int J Comput Graph 4(24):249–259
11.
go back to reference Sun XP, Zhao XN, Li CF et al (2012) Misclassified evaluation metrics for 3D mesh segmentation. J Chin Comput Syst 33(8):1811–1815 Sun XP, Zhao XN, Li CF et al (2012) Misclassified evaluation metrics for 3D mesh segmentation. J Chin Comput Syst 33(8):1811–1815
Metadata
Title
A Novel Quantitative Evaluation Metric of 3D Mesh Segmentation
Authors
Xiao-peng Sun
Lu Wang
Xingyue Wang
Xiaona Zhao
Copyright Year
2015
Publisher
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-017-9618-7_64