Three-dimensional distance field metamorphosis
ACM Transactions on Graphics (TOG)
Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization
ACM Transactions on Mathematical Software (TOMS)
An anthropometric face model using variational techniques
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
An optimal algorithm for approximate nearest neighbor searching fixed dimensions
Journal of the ACM (JACM)
A Level-Set Approach to 3D Reconstruction from Range Data
International Journal of Computer Vision
A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Reconstruction and representation of 3D objects with radial basis functions
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Consistent mesh parameterizations
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Animated deformations with radial basis functions
VRST '00 Proceedings of the ACM symposium on Virtual reality software and technology
Head shop: generating animated head models with anatomical structure
Proceedings of the 2002 ACM SIGGRAPH/Eurographics symposium on Computer animation
Articulated body deformation from range scan data
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
An automatic modeling of human bodies from sizing parameters
I3D '03 Proceedings of the 2003 symposium on Interactive 3D graphics
Rigid and Affine Registration of Smooth Surfaces using Differential Properties
ECCV '94 Proceedings of the Third European Conference-Volume II on Computer Vision - Volume II
Modeling and Rendering for Realistic Facial Animation
Proceedings of the Eurographics Workshop on Rendering Techniques 2000
The space of human body shapes: reconstruction and parameterization from range scans
ACM SIGGRAPH 2003 Papers
SCAPE: shape completion and animation of people
ACM SIGGRAPH 2005 Papers
Characterizing human shape variation using 3D anthropometric data
The Visual Computer: International Journal of Computer Graphics
SMI 2012: Full Posture-invariant statistical shape analysis using Laplace operator
Computers and Graphics
Iterative classification for multiple target attributes
Journal of Intelligent Information Systems
Computer Methods and Programs in Biomedicine
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Analysis on a dataset of 3D scanned surfaces have presented problems because of incompleteness on the surfaces and because of variances in shape, size and pose. In this paper, a high-resolution generic model is aligned to data in the Civilian American and European Surface Anthropometry Resources (CAESAR) database in order to obtain a consistent parameterization. A Radial Basis Function (RBF) network is built for rough deformation by using landmark information from the generic model, anatomical landmarks provided by CAESAR dataset and virtual landmarks created automatically for geometric deformation. Fine mapping then successfully applies a weighted sum of errors on both surface data and the smoothness of deformation. Compared with previous methods, our approach makes robust alignment in a higher efficiency. This consistent parameterization also makes it possible for Principal Components Analysis (PCA) on the whole body as well as human body segments. Our analysis on segmented bodies displays a richer variation than that of the whole body. This analysis indicates that a wider application of human body reconstruction with segments is possible in computer animation.