The space of human body shapes

ACM Transactions on Graphics - Tập 22 Số 3 - Trang 587-594 - 2003
Brett L. Allen1, Brian Curless1, Zoran Popović1
1University of Washington

Tóm tắt

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.

Từ khóa


Tài liệu tham khảo

10.1145/566654.566626

10.1145/311535.311556

10.1145/383259.383266

10.1109/TDPVT.2002.1024098

10.1145/280814.280823

FELDMAR J. AND AYACHE N. 1994. Rigid and affine registration of smooth surfaces using differential properties. In ECCV (2) 397--406. FELDMAR J. AND AYACHE N. 1994. Rigid and affine registration of smooth surfaces using differential properties. In ECCV (2) 397--406.

10.1109/TDPVT.2002.1024069

10.1145/545261.545271

10.1145/280814.280828

10.1145/344779.344829

10.1145/344779.344862

10.5555/647652.732140

10.1145/383259.383277

SHELDON , W. H. , STEVENS , S. S. , AND TUCKER , W. B. 1940. The Varieties of Human Physique . Harper & Brothers Publishers , New York . SHELDON, W. H., STEVENS, S. S., AND TUCKER, W. B. 1940. The Varieties of Human Physique. Harper & Brothers Publishers, New York.

10.1145/364338.364382

10.1109/BIA.1994.315860

10.1145/192161.192241

10.1162/jocn.1991.3.1.71

10.1023/A:1008036829907

10.1145/279232.279236

Thông tin
Thông tin xuất bản

ACM Transactions on Graphics

Tập 22 Số 3

587-594

Thông tin tác giả