article

Technical Section: Fitting 3D garment models onto individual human models

Authors:

Yangsheng Wang,

Guodong LuAuthors Info & Claims

Computers and Graphics, Volume 34, Issue 6

Pages 742 - 755

https://doi.org/10.1016/j.cag.2010.07.008

Published: 01 December 2010 Publication History

Abstract

Designing an elegant 3D virtual garment model for a 3D virtual human model is labor-intensive, because most existing garment models are custom-made for a specific human model and cannot be easily reused for other individuals. In this paper, we propose a novel method for fitting a given 3D garment model onto human models of various body shapes and poses. The fitting is accomplished by deforming the garment mesh to match the shapes of the human models by using a combination of the following: skeleton-driven volumetric deformation, garment-human shape similarity matching and evaluation, the constraints of garment-human contact, and garment-human ease allowance. Experiments show that our approach performs very well and has the potential to be used in the garment design industry.

References

[1]

Cordier, F, Seo, H and Magnenat-Thalmann, N., Made-to-measure technologies for online clothing store. IEEE Comput Graph Appl. v23 i1. 38-48.

[2]

Magnenat-Thalmann, N and Volino, P., From early draping to haute couture models: 20 years of research. Visual Comput. v21. 506-519.

[3]

Wang, CCL, Wang, Y and Yuen, MMF, Feature based 3D garment design through 2D sketches. Comput Aid Des. v35 i7. 659-672.

[4]

Maya, 3DStudio Max. {http://usa.autodesk.com/}.

[5]

Turquin, E, Wither, J, Boissieux, L, Cani, MP and Hughes, JF, A sketch-based interface for clothing virtual characters. IEEE Comput Graph Appl. v27 i1. 72-81.

[6]

Geber Technology. {http://www.gebertechnology.com.hk}

[7]

Lectra System. {http://www.lectra.com}

[8]

Investronica. {http://www.investronica-sis.es}

[9]

Choi, KJ and Ko, HS, Research problems in clothing simulation. Comput Aid Des. v37. 585-592.

[10]

Igarashi T, Hughes JF. Clothing manipulation. In: Proceedings of the 15th ACM symposium on user interface software and technology, 2003. p. 91-100.

[11]

Wang, CCL, Hui, KC and Tong, KM, Volume parameterization for design automation of customized free-form products. IEEE Trans Autom Sci Eng. v4 i1. 11-21.

[12]

Wang, CCL, Wang, Y and Yuen, MMF, Design automation for customized apparel products. Comput Aid Des. v37. 675-691.

[13]

Wang, J, Lu, G, Li, J, Chen, L and Zhang, D, Pattern design on 3D triangular garment surfaces. J Zhengjiang Univ Sci A. v8 i10. 1642-1649.

[14]

Sharf, A, Blumenkrants, M, Shamir, A and Cohen-Or, D, SnapPaste: an interactive technique for easy mesh composition. Visual Comput. v22. 835-844.

[15]

Lin, J, Jin, X, Wang, CCL and Hui, KC, Mesh composition on models with arbitrary boundary topology. IEEE Trans Visualization Comput Graphics. v14 i3. 653-665.

[16]

Gelfand N, Mitra N, Guibas LJ, Pottmann H. Robust global registration. Eurographics Symposium on Geometry Processing, 2005.

Digital Library

[17]

Hecker, Y and Bolle, R, On geometric hashing and the generalized Hough transform. IEEE SMC. v24 i1. 1328-1338.

[18]

Wolfson, H and Rigoutsos, I, Geometric hashing: an overview. IEEE Comput Sci Eng. v4 i4. 10-21.

[19]

Eggert, D, Lorusso, A and Fisher, R, Estimating 3D rigid body transformations: a comparison of four major algorithms. Mach. Vision and Appl.

[20]

Mitra NJ, Gelfand N, Pottmann H, Guibas L. Registration of point cloud data from a geometric optimization perspective. Symposium on Geometry Processing 2004. p. 23-32.

Digital Library

[21]

Rusinkiewicz S, Levoy M. Efficient variants of the ICP algorithm. In 3DIM, 2001.

[22]

Koenderink, J and Doorn, A, Surface shape and curvature scales. Image and Vision Computing. v10 i8. 557-564.

[23]

Gal, R and Cohen-Or, D, Salient geometric features for partial shape matching and similarity. ACM Trans on Graph. v25 i1. 130-150.

[24]

Huber, D and Hebert, M, Fully automatic registration of multiple 3d data sets. Image Vision Comput. v21 i7. 637-650.

[25]

Belongie, S, Malik, J and Puzicha, J, Shape matching and object recognition using shape contexts. IEEE Trans Pattern Anal Mach Intell. v24 i4. 509-522.

[26]

Mori, MG, Belongie, MS and Malik, SMJ, Efficient shape matching using shape contexts. IEEE Trans Pattern Anal Mach Intell. v27 i11. 1832-1837.

[27]

Gelfand N, Mitra NJ, Guibas LJ, Pottmann H. Robust global registration. Symposium on Geometry Processing 2005. p. 197-206.

Digital Library

[28]

Li X, Guskov I. Multiscale features for approximate alignment of point-based surfaces. Symp. Geometry Processing, 2005. p. 21-226.

[29]

Sederberg, T and Parry, S, Free-form deformations of solid geometric models. Comput Graph. v20. 151-160.

[30]

Coquillart, S, Extended free-form deformations: a sculpting tool for 3D geometric modeling. Comput Graph. v24 i4. 187-196.

[31]

Lewis, JP, Cordner, M and Fong, N, Pose space deformation: a unified approach to shape interpolation and skeleton-driven deformation. SIGGRAPH. 165-172.

[32]

Bloomenthal J. Medial-based vertex deformation. In: ACM SIGGRAPH/Eurographics Symposium on Computer Animation. 2002. p. 147-151.

Digital Library

[33]

Allen, B, Curless, B and Popovic, Z., Articulated body deformation from range scan data. ACM Trans Graph. v21 i3. 612-619.

[34]

James, DL and Twigg, CD, Skinning mesh animation. ACM Trans Graph. v24 i3. 399-407.

[35]

Sumner, RW, Schmid, J and Pauly, M, Embedded deformation for shape manipulation. ACM Trans Graph. v26 i3. 80

[36]

Sorkine, O., Differential representations for mesh processing. Comput Graph Forum. v25 i4. 789-807.

[37]

Sorkine O. Laplacian mesh processing. Eurographics, 2005.

[38]

Xu, D, Zhang, H, Wang, Q and Bao, H, Poission shape interpolation. Graphical Models. v68 i3. 268-281.

[39]

Zhou, K, Huang, J, Snyder, J, Liu, X, Bao, H and Guo, B, Large mesh deformation using volumetric graph Laplacian. ACM Trans Graph. v24 i3. 496-503.

[40]

Huang, J, Shi, X, Liu, X, Zhou, K, Wei, L and Teng, S, Subspace gradient domain mesh deformation. ACM Trans Graph. v25 i3. 1126-1134.

[41]

Ju T, Schaefer S, Warren J. Mean value coordinates for closed triangular meshes. 2005; 24(3): 561-566.

[42]

Joshi, P, Meyer, M, DeRose, T, Green, B and Sanocki, T, Harmonic coordinates for character articulation. ACM Trans Graph. v26 i3.

[43]

Ben-Chen, M, Weber, O and Gotsman, C, Variational harmonic maps for space deformation. ACM Trans Graph. v28 i3.

[44]

Lipman, Y, Levin, D and Cohen-Or, D, Green coordinates. ACM Trans Graph. v27 i3. 1-10.

[45]

Yoshizawa, S, Belyaev, A and Seidel, H, Skeleton based variational mesh deformation. Comput Graph Forum. v26 i3. 255-264.

[46]

Sharf, A, Lewiner, T, Shamir, A and Kobbelt, L, On-the-fly curve-skeleton computation for 3d shapes. Comput Graph Forum. v26 i3. 323-328.

[47]

Au, O, Tai, C, Chu, H, Cohen-or, D and Lee, T, Skeleton extraction by mesh contraction. ASM Trans Graph. v27 i3. 3-10.

[48]

Li, J and Wang, Y, Automatically constructing skeletons and parametric structures for polygonal human bodies. CGI. 151-156.

[49]

ShewchukJr. A. Tetrahedral mesh generation by delaunay refinement. Processing of the 14th Annual Symposium on Computational Geometry, 1998. p. 86-95.

[50]

Cutler B, Dorsey J, McMillan L. Simplification and improvement of tetrahedral models for simulation. In: Symposium on Geometry Processing, ACM SIGGRAPH/Eurographics, 2004. p. 95-104.

Digital Library

[51]

Bridson, R, Teran, J, Molino, N and Fedkiw, R, Adaptive physics based tetrahedral mesh generation using level sets. Eng Comput. v21 i1. 2-18.

[52]

Kim, S and Park, C, Basic garment pattern generation using geometric modeling method. Int J Cloth Sci Tech. v19. 7-17.

[53]

Desbrun, M, Meyer, M, Schroder, P and Barr, AH, Implicit faring of irregular meshes using diffusion and curvature flow. SIGGRAPH. v99. 317-324.

[54]

Poser. {http://poser.smithmicro.com/}

[55]

Baraff, D and Witkin, A, Large steps on cloth simulation. Siggraph. 43-54.

[56]

Li, J, Lu, G, Zhang, D and Sakaguti2, Y, Searching a 3D region for surface trimming. Int J Adv Manuf Technol. v30 i11-12. 1093-1100.

[57]

Li, J, Zhang, D, Lu, G, Peng, Y, Wen, X and Sakaguti, Y., Flattening triangulated surface using a mass-spring model. Int J Adv Manuf Technol. v25 i1-2. 108-117.

[58]

Davis, TS and Hager, WW, Row and modifications of a sparse Cholesky factorization. SIAM J Matrix Anal Appl. v25 i1-2. 108-117.

[59]

Nealen, A, Igarashi, T, Sorkine, O and Alexa, M, FiberMesh: designing freeform surfaces with 3D curves. ASM Trans Graph. v26 i3. 41

Cited By

Ait Mouhou ASaaidi ABen Yakhlef MAbbad K(2022)3D garment positioning using Hermite radial basis functionsVirtual Reality10.1007/s10055-021-00566-726:1(295-322)Online publication date: 1-Mar-2022
https://dl.acm.org/doi/10.1007/s10055-021-00566-7
Gao XLiu ZFeng ZShen COu KTang HSong MShen HZhuang YSmith JYang YCesar PMetze FPrabhakaran B(2021)Shape Controllable Virtual Try-on for Underwear ModelsProceedings of the 29th ACM International Conference on Multimedia10.1145/3474085.3475210(563-572)Online publication date: 17-Oct-2021
https://dl.acm.org/doi/10.1145/3474085.3475210
Zhu YPeng YBoodaghian Asl A(2019)Dual Adaptive Adjustment for Customized Garment PatternScientific Programming10.1155/2019/80693732019Online publication date: 1-Jan-2019
https://dl.acm.org/doi/10.1155/2019/8069373
Show More Cited By

Technical Section: Fitting 3D garment models onto individual human models
1. Computing methodologies
  1. Artificial intelligence
    1. Computer vision
      1. Image and video acquisition
  2. Computer graphics
2. Theory of computation

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Information

Published In

cover image Computers and Graphics

Computers and Graphics Volume 34, Issue 6

December, 2010

186 pages

ISSN:0097-8493

Issue’s Table of Contents

Copyright © Elsevier Ltd © 2010.

Publisher

Pergamon Press, Inc.

United States

Publication History

Published: 01 December 2010

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Cited By

Ait Mouhou ASaaidi ABen Yakhlef MAbbad K(2022)3D garment positioning using Hermite radial basis functionsVirtual Reality10.1007/s10055-021-00566-726:1(295-322)Online publication date: 1-Mar-2022
https://dl.acm.org/doi/10.1007/s10055-021-00566-7
Gao XLiu ZFeng ZShen COu KTang HSong MShen HZhuang YSmith JYang YCesar PMetze FPrabhakaran B(2021)Shape Controllable Virtual Try-on for Underwear ModelsProceedings of the 29th ACM International Conference on Multimedia10.1145/3474085.3475210(563-572)Online publication date: 17-Oct-2021
https://dl.acm.org/doi/10.1145/3474085.3475210
Zhu YPeng YBoodaghian Asl A(2019)Dual Adaptive Adjustment for Customized Garment PatternScientific Programming10.1155/2019/80693732019Online publication date: 1-Jan-2019
https://dl.acm.org/doi/10.1155/2019/8069373
Lee WKo H(2019)Parametrized Garment Pattern Manipulation for the Men's SuitProceedings of the 2019 3rd International Conference on Digital Signal Processing10.1145/3316551.3316575(147-150)Online publication date: 24-Feb-2019
https://dl.acm.org/doi/10.1145/3316551.3316575
Jiang YGuo RMa FShi J(2019)Cloth simulation for Chinese traditional costumesMultimedia Tools and Applications10.1007/s11042-018-5983-878:4(5025-5050)Online publication date: 1-Feb-2019
https://dl.acm.org/doi/10.1007/s11042-018-5983-8
Cai HShi GGao CWang D(2018)Automatic 3D Garment Fitting Based on Skeleton DrivingAdvances in Multimedia Information Processing – PCM 201810.1007/978-3-030-00776-8_25(267-277)Online publication date: 21-Sep-2018
https://dl.acm.org/doi/10.1007/978-3-030-00776-8_25
Chu CWang IWang JLuh Y(2017)3D parametric human face modeling for personalized product designAdvanced Engineering Informatics10.1016/j.aei.2017.03.00132:C(202-223)Online publication date: 1-Apr-2017
https://dl.acm.org/doi/10.1016/j.aei.2017.03.001
Mingliang Cao Yi Li Zhigeng Pan Csete JShu Sun Jie Li Yu Liu (2015)Educational Virtual-Wear Trial: More Than a Virtual Try-On ExperienceIEEE Computer Graphics and Applications10.1109/MCG.2015.13035:6(83-89)Online publication date: 1-Nov-2015
https://dl.acm.org/doi/10.1109/MCG.2015.130
Hauswiesner SStraka MReitmayr GLiu ZJorge JPan ZZhang XAu ODong W(2011)Free viewpoint virtual try-on with commodity depth camerasProceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry10.1145/2087756.2087759(23-30)Online publication date: 11-Dec-2011
https://dl.acm.org/doi/10.1145/2087756.2087759

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