A survey on Mesh Segmentation Techniques
We present a review of the state of the art of segmentation and partitioning techniques of boundary meshes. Recently, these have become a part of many mesh and object manipulation algorithms in computer graphics, geometric modelling and computer aided design. We formulate the segmentation problem as...
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| Published in: | Computer graphics forum Vol. 27; no. 6; pp. 1539 - 1556 |
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| Main Author: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
Oxford, UK
Blackwell Publishing Ltd
01.09.2008
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| Subjects: | |
| ISSN: | 0167-7055, 1467-8659 |
| Online Access: | Get full text |
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| Abstract | We present a review of the state of the art of segmentation and partitioning techniques of boundary meshes. Recently, these have become a part of many mesh and object manipulation algorithms in computer graphics, geometric modelling and computer aided design. We formulate the segmentation problem as an optimization problem and identify two primarily distinct types of mesh segmentation, namely part segmentation and surface‐patch segmentation. We classify previous segmentation solutions according to the different segmentation goals, the optimization criteria and features used, and the various algorithmic techniques employed. We also present some generic algorithms for the major segmentation techniques. |
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| AbstractList | We present a review of the state of the art of segmentation and partitioning techniques of boundary meshes. Recently, these have become a part of many mesh and object manipulation algorithms in computer graphics, geometric modelling and computer aided design. We formulate the segmentation problem as an optimization problem and identify two primarily distinct types of mesh segmentation, namely
part
segmentation and
surface‐patch
segmentation. We classify previous segmentation solutions according to the different segmentation goals, the optimization criteria and features used, and the various algorithmic techniques employed. We also present some generic algorithms for the major segmentation techniques. We present a review of the state of the art of segmentation and partitioning techniques of boundary meshes. Recently, these have become a part of many mesh and object manipulation algorithms in computer graphics, geometric modelling and computer aided design. We formulate the segmentation problem as an optimization problem and identify two primarily distinct types of mesh segmentation, namely part segmentation and surface-patch segmentation. We classify previous segmentation solutions according to the different segmentation goals, the optimization criteria and features used, and the various algorithmic techniques employed. We also present some generic algorithms for the major segmentation techniques. Submitted October 2006Revised May 2007Accepted September 2007. We present a review of the state of the art of segmentation and partitioning techniques of boundary meshes. Recently, these have become a part of many mesh and object manipulation algorithms in computer graphics, geometric modelling and computer aided design. We formulate the segmentation problem as an optimization problem and identify two primarily distinct types of mesh segmentation, namely part segmentation and surface‐patch segmentation. We classify previous segmentation solutions according to the different segmentation goals, the optimization criteria and features used, and the various algorithmic techniques employed. We also present some generic algorithms for the major segmentation techniques. We present a review of the state of the art of segmentation and partitioning techniques of boundary meshes. Recently, these have become a part of many mesh and object manipulation algorithms in computer graphics, geometric modelling and computer aided design. We formulate the segmentation problem as an optimization problem and identify two primarily distinct types of mesh segmentation, namely part segmentation and surface-patch segmentation. We classify previous segmentation solutions according to the different segmentation goals, the optimization criteria and features used, and the various algorithmic techniques employed. We also present some generic algorithms for the major segmentation techniques. [PUBLICATION ABSTRACT] |
| Author | Shamir, Ariel |
| Author_xml | – sequence: 1 givenname: Ariel surname: Shamir fullname: Shamir, Ariel organization: Efi Arazi School of Computer Science, The Interdisciplinary Centre, Herzliya, Israel |
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IEEE transactions on pattern analysis and machine intelligence 19, 11 (1997), 1223-1235. Hoffman D., Signh M.: Salience of visual parts. Cognition 63 (1997), 29-78. Lavoué G., Dupont F., Baskurt A.: New cad mesh segmentation method A, based on curvature tensor analysis. Computer Aided Design 37, 10 (2005), 975-987. Alliez P., Cohen-Steiner D., Devillers O., Levy B., Desbrun M.: Anisotropic polygonal remeshing. ACM Transactions on Graphics. Special issue for SIGGRAPH conference (2003), 485-493. Kraevoy V., Julius D., Sheffer A.: Shuffler: Modeling with Interchangeable Parts. Tech. Rep. TR-2006-09, Department of Computer Science, University of British Columbia , April 2006. Chung F. R. K.: Spectral Graph Theory. No. 92 in CBMS Regional Conference Series in Mathematics. American Mathematical Society , 1997. Li Y., Sun J., Tang C.-K., Shum H.-Y.: Lazy snapping. ACM Transactions on Graphics 23, 3 (2004), 303-308. Mortara M., Patanè G., Spagnuolo M., Falcidieno B., Rossignac J.: Blowing bubbles for multi-scale analysis and decomposition of triangle meshes. Algorithmica 38, 1 (2003), 227-248. Zuckerberger E., Tal A., Shlafman S.: Polyhedral surface decomposition with applications. Computers & Graphics 26, 5 (2002), 733-743. Lee Y., Lee S., Shamir A., Cohen-Or D., Seidel H.-P.: Mesh scissoring with minima rule and part salience. Computer Aided Geometric Design 22, 5 (July 2005), 444-465. Zockler M., Stalling D., Hege H.-C.: Fast and intuitive generation of geometric shape transitions. The Visual Computer 16, 5 (2000), 241-253. Julius D., Kraevoy V., Sheffer A.: D-charts: Quasi-developable mesh segmentation. Computer Graphics Forum (Proceedings Eurographics 2005) 24, 3 (2005), 981-990. Cornea N., Silver D., Min P.: Curve skeleton, properties and algorithms. IEEE Transactions on Visualization and Computer Graphics accepted for publication (2007). Amenta N., Choi S., Kolluri R.: The power crust, unions of balls, and the medial axis transform. Computational Geometry: Theory and Applications 19, 2-3 (2001), 127-153. Comaniciu D., Meer P.: Mean shift: A robust approach towards feature space analysis. IEEE Trans. Pattern Analysis and Machine Intelligence 24 (May 2002), 603-619. Kimmel R., Sethian J.: Fast marching methods on triangulated domains. Proceedings of the National Academy of Sciences 95 (1998), 8341-8435. Kraevoy V., Sheffer A.: Cross-parameterization and compatible remeshing of 3D models. ACM Transaction on Graphics (Proceedings SIGGRAPH 2004) 23, 3 (2004), 861-869. Bajaj C. L., Dey T. K.: Convex decomposition of polyhedra and robustness. SIAM Journal on Computing 21, 2 (1992), 339-364. Sheffer A.: Model simplification for meshing using face clustering. Computer Aided Design 33 (2001), 925-934. Pratt V.: Direct least-squares fitting of algebraic surfaces. Computer Graphics (SIGGRAPH 1987) 21, 4 (1987), 145-152. 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| References_xml | – reference: Comaniciu D., Meer P.: Mean shift: A robust approach towards feature space analysis. IEEE Trans. Pattern Analysis and Machine Intelligence 24 (May 2002), 603-619. – reference: Sheffer A.: Model simplification for meshing using face clustering. Computer Aided Design 33 (2001), 925-934. – reference: Cohen-Steiner D., Alliez P., Desbrun M.: Variational shape approximation. ACM Transactions on Graphics 23, 3 (2004), 905-914. – reference: Kimmel R., Sethian J.: Fast marching methods on triangulated domains. Proceedings of the National Academy of Sciences 95 (1998), 8341-8435. – reference: Li Y., Sun J., Tang C.-K., Shum H.-Y.: Lazy snapping. ACM Transactions on Graphics 23, 3 (2004), 303-308. – reference: Lavoué G., Dupont F., Baskurt A.: New cad mesh segmentation method A, based on curvature tensor analysis. Computer Aided Design 37, 10 (2005), 975-987. – reference: Hoffman D., Signh M.: Salience of visual parts. Cognition 63 (1997), 29-78. – reference: Katz S., Leifman G., Tal A.: Mesh segmentation using feature point and core extraction. The Visual Computer (Proceedings of Pacific Graphics 2005) 21, 8-10 (2005), 865-875. – reference: Liu R., Zhang R.: Mesh segmentation via spectral embedding and contour analysis. Computer Graphics Forum, Eurographics Proceedings to appear (2007). – reference: Petitjean S.: A survey of methods for recovering quadrics in triangle meshes. ACM Computing Surveys 34, 2 (2002), 211-262. – reference: Sharf A., Blumenkrants M., Shamir A., Cohen-Or D.: Snap-paste: An interactive technique for easy mesh composition. The Visual Computer (Proceedings of Pacific Graphics 2006) 22 (2006), 835-844. – reference: Julius D., Kraevoy V., Sheffer A.: D-charts: Quasi-developable mesh segmentation. Computer Graphics Forum (Proceedings Eurographics 2005) 24, 3 (2005), 981-990. – reference: Varady T., Martin R., Cox J.: Reverse engineering of geometric models-an introduction. Computer-Aided Design 29, 4 (1997), 255-268. – reference: Arabie R., Hubert L., DeSoete G. (Eds.): Clustering and Classification. World Scientific Publishers, River Edge , NJ , 1996. – reference: Delingette H.: General object reconstruction based on simplex meshes. International Journal of Computer Vision 32, 2 (September 1999), 111-146. – reference: Garey M., Johnson D., Stockmeyer L.: Some simplified np-complete graph problems. Theoretical Computer Science 1 (1976), 237-267. – reference: Wu J., Kobbelt L.: Structure recovery via hybrid variational surface approximation. Computer Graphics Forum (Proceedings Eurographics 2005) 24, 3 (2005), 277-284. – reference: Mitani J., Suzuki H.: Making papercraft toys from meshes using strip-based approximate unfolding. ACM Transaction on Graphics (Proceedings SIGGRAPH 2004) 23, 3 (2004), 259-263. – reference: Inoue K., Takayuki I., Atsushi Y., Tomotake F., Kenji S.: Face clustering of a large-scale cad model for surface mesh generation. Computer Aided Design 33, 3 (March 2001). The 8th International Meshing Roundtable Special Issue: Advances in Mesh Generation. – reference: Podolak J., Shilane P., Golovinskiy A., Rusinkiewicz S., Funkhouser T.: A planar-reflective symmetry transform for 3D shapes. ACM Transactions on Graphics (Proc. SIGGRAPH) 25, 3 (July 2006). – reference: Alliez P., Cohen-Steiner D., Devillers O., Levy B., Desbrun M.: Anisotropic polygonal remeshing. ACM Transactions on Graphics. Special issue for SIGGRAPH conference (2003), 485-493. – reference: Shah J. J., Anderson D., Kim Y. S., Joshi S.: A discourse on geometric feature recognition from cad models. Journal of Computing and Infomations Science in Engineering 1, 1 (2001), 41-51. – reference: Amenta N., Choi S., Kolluri R.: The power crust, unions of balls, and the medial axis transform. Computational Geometry: Theory and Applications 19, 2-3 (2001), 127-153. – reference: Mortara M., Patanè G., Spagnuolo M.: From geometric to semantic human body models. Computers & Graphics 30, 2 (2006), 185-196. – reference: Mortara M., Patanè G., Spagnuolo M., Falcidieno B., Rossignac J.: Blowing bubbles for multi-scale analysis and decomposition of triangle meshes. Algorithmica 38, 1 (2003), 227-248. – reference: Zhang E., Mischaikow K., Turk G.: Feature-based surface parameterization and texture mapping. ACM Transaction on Graphics 24, 1 (2005), 1-27. – reference: Bajaj C. L., Dey T. K.: Convex decomposition of polyhedra and robustness. SIAM Journal on Computing 21, 2 (1992), 339-364. – reference: Schreiner J., Asirvatham A., Praun E., Hoppe H.: Inter-surface mapping. ACM Transaction on Graphics (Proceedings SIGGRAPH 2004) 23, 3 (2004), 870-877. – reference: Zhuang X., Huang Y., Palaniappan K., Zhao Y.: Gaussian mixture density modelling: Decomposition and applications. IEEE Transactions on Image Processing 5, 9 (September 1996), 1293-1302. – reference: Lloyd S.: Least square quantization in pcm. IEEE Transactions on Information Theory 28 (1982), 129-137. – reference: Shatz I., Tal A., Leifman G.: Paper craft models from meshes. The Visual Computer (Proceedings of Pacific Graphics 2006) 22, 9-11 (2006), 825-834. – reference: Raab R., Gotsman C., Sheffer A.: Virtual woodwork: Generating bead figures from 3d models. International Journal on Shape Modeling 10, 1 (2004), 1-30. – reference: Pratt V.: Direct least-squares fitting of algebraic surfaces. Computer Graphics (SIGGRAPH 1987) 21, 4 (1987), 145-152. – reference: Funkhouser T., Kazhdan M., Shilane P., Min P., Kiefer W., Tal A., Rusinkiewicz S., Dobkin D.: Modeling by example. ACM Transactions on Graphics (Proceedings SIGGRAPH 2004) 23, 3 (2004), 652-663. – reference: Zockler M., Stalling D., Hege H.-C.: Fast and intuitive generation of geometric shape transitions. The Visual Computer 16, 5 (2000), 241-253. – reference: Kraevoy V., Julius D., Sheffer A.: Shuffler: Modeling with Interchangeable Parts. Tech. Rep. TR-2006-09, Department of Computer Science, University of British Columbia , April 2006. – reference: Kalvin A., Taylor R.: Superfaces: Polygonal mesh simplification with bounded error. IEEE Computer Graphics and Applications 16, 3 (1996). – reference: Duda R. O., Hart P. E., Stork D. G.: Pattern Classification (2nd ed.). Wiley Interscience, ACM, New York , NY October 2000. – reference: Lien J.-M., Amato N. M.: Approximate convex decomposition of polyhedra. Tech. Rep. TR06-002, Parasol Lab, Dept. of Computer Science, Texas A&M University , January 2006. – reference: Zuckerberger E., Tal A., Shlafman S.: Polyhedral surface decomposition with applications. Computers & Graphics 26, 5 (2002), 733-743. – reference: Wu F.-C., Ma W.-C., Liang R.-H., Chen B.-Y., Ouhyoung M.: Domain connected graph: the skeleton of a closed 3d shape for animation. The Visual Computer 22, 2 (2006), 117-135. – reference: Chazelle B., Dobkin D., Shourhura N., Tal A.: Strategies for polyhedral surface decomposition: An experimental study. Computational Geometry: Theory and Applications 7, 4-5 (1997), 327-342. – reference: Roberts S. J.: Parametric and non-parametric unsupervised cluster analysis. Pattern Recognistion 30 (1997), 327-345. – reference: Gregory A., State A., Lin M., Manocha D., Livingston M.: Interactive surface decomposition for polyhedral morphing. The Visual Computer 15 (1999), 453-470. – reference: Kraevoy V., Sheffer A.: Cross-parameterization and compatible remeshing of 3D models. ACM Transaction on Graphics (Proceedings SIGGRAPH 2004) 23, 3 (2004), 861-869. – reference: Hoffman D., Richards W.: Parts of recognition. Cognition 18, 1-3 (December 1984), 65-96. – reference: Shi J., Malik J.: Normalized cuts and image segmentation. 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| SubjectTerms | 1.3.5 [Computing Methodologies]: Computer Graphics Computational Geometry and Object Modeling Algorithms CAD clustering Computer aided design Computer graphics Geometry I.3.6 [Computing Methodologies]: Computer Graphics Methodology and Techniques mesh partioning mesh segmentation Optimization Studies |
| Title | A survey on Mesh Segmentation Techniques |
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