The DOI matches its Crossref record; 23 of the 23 references it cites were found in a registry or an index.
The space of human body shapes: reconstruction and parameterization from range scans
Abstract
We develop a novel method for fitting high-resolution template meshes to detailed human body range scans with sparse 3D markers. We formulate an optimization problem in which the degrees of freedom are an affine transformation at each template vertex. The objective function is a weighted combination of three measures: proximity of transformed vertices to the range data, similarity between neighboring transformations, and proximity of sparse markers at corresponding locations on the template and target surface. We solve for the transformations with a non-linear optimizer, run at two resolutions to speed convergence. We demonstrate reconstruction and consistent parameterization of 250 human body models. With this parameterized set, we explore a variety of applications for human body modeling, including: morphing, texture transfer, statistical analysis of shape, model fitting from sparse markers, feature analysis to modify multiple correlated parameters (such as the weight and height of an individual), and transfer of surface detail and animation controls from a template to fitted models.
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“After a few steps, more emphasis is put on the data term because the original shape has been deformed to lie close enough to the aligning shape [29], [30].”
From Registration of 3D Point Clouds and Meshes: A Survey from Rigid to Nonrigid (2013) · cites this paper as [29]
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Cites
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A morphable model for the synthesis of 3D faces
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Reconstruction and representation of 3D objects with radial basis functions
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“Their method and other recent, direct hole-free reconstruction methods [Carr et al. 2001; Whitaker 1998] have the nice feature that holes are filled in a smooth manner.”
MethodZippered polygon meshes from range images
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A Level-Set Approach to 3D Reconstruction from Range Data
Whitaker, R. (1998) · International Journal of Computer Vision · doi:10.1023/a:1008036829907 · Cited by 520
Filling holes in complex surfaces using volumetric diffusion
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Displaced subdivision surfaces
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An anthropometric face model using variational techniques
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Articulated body deformation from range scan data
Allen, B., Curless, B., & Popović, Z. (2002) · ACM SIGGRAPH Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH) · doi:10.1145/566570.566626 · Cited by 272
Self-citationConsistent mesh parameterizations
Praun, E., Sweldens, W., & Schröder, P. (2001) · ACM SIGGRAPH Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH) · doi:10.1145/383259.383277 · Cited by 261
Articulated body deformation from range scan data
Allen, B., Curless, B., & Popović, Z. (2002) · ACM Transactions on Graphics · doi:10.1145/566654.566626 · Cited by 179
Self-citationHead shop: Generating animated head models with anatomical structure
Kähler, K., Haber, J., Yamauchi, H., Seidel, H., & Spencer, S. N. (2002) · Max Planck Institute for Plasma Physics · Cited by 160
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Modeling and Rendering for Realistic Facial Animation
Marschner, S. R., Guenter, B. K., & Raghupathy, S. (2000) · Eurographics · doi:10.1007/978-3-7091-6303-0_21 · Cited by 114
Rigid and affine registration of smooth surfaces using differential properties
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Matching 3-D anatomical surfaces with non-rigid deformations using octree-splines
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From 3D shape capture of animated models
Hilton, A., Starck, J., & Collins, G. (2005) · International Symposium on 3D Data Processing, Visualization and Transmission · doi:10.1109/tdpvt.2002.1024069 · Cited by 33
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Research works printed but not linked: 1
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Loper, M., Mahmood, N., Romero, J., Pons-Moll, G., & J, B. M. (2015) · ACM Transactions on Graphics · doi:10.1145/2816795.2818013 · Cited by 3,734
A survey of advances in vision-based human motion capture and analysis
Moeslund, T. B., Hilton, A., & Krüger, V. (2006) · Computer Vision and Image Understanding · doi:10.1016/j.cviu.2006.08.002 · Cited by 2,598
SCAPE: shape completion and animation of people
Anguelov, D., Srinivasan, P., Koller, D., Thrun, S., Rodgers, J., & Davis, J. (2005) · ACM Transactions on Graphics · doi:10.1145/1073204.1073207 · Cited by 1,489
A 3D Face Model for Pose and Illumination Invariant Face Recognition
Paysan, P., Knothe, R., Amberg, B., Romdhani, S., & Vetter, T. R. (2009) · IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) · doi:10.1109/avss.2009.58 · Cited by 1,325
AMASS: Archive of Motion Capture As Surface Shapes
Mahmood, N., Ghorbani, N., Troje, N. F., Pons-Moll, G., & Black, M. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV) · doi:10.1109/iccv.2019.00554 · Cited by 1,323
Metadata
- Authors
- Allen, B., Curless, B., & Popović, Z.
- Affiliations
- University of Washington (US)
- Venue
- ACM SIGGRAPH 2003 Papers
- Publisher
- ACM
- Published
- 2003-07
- Pages
- 587-594
- OpenAlex
- W2099011563
- Cited by
- 913
- References
- 23
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 2 · 2023: 5 · 2022: 9 · 2021: 36 · 2020: 58 · 2019: 44 · 2018: 73 · 2017: 58 · 2016: 48 · 2015: 57 · 2014: 71 · 2013: 60 · 2012: 45
- FWCI
- 60.72
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- ACM SIGGRAPH Conference (SIGGRAPH) (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Graphics and Computer-Aided Design › 3D Shape Modeling and Analysis
- Physical Sciences › Computer Science › Computer Graphics and Computer-Aided Design › Computer Graphics and Visualization Techniques
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Face recognition and analysis
- Keywords
- human body modeling, range scans, affine transformation, texture transfer, statistical shape analysis
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