Multilinear pose and body shape estimation of dressed subjects from image sets

• Published in: 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition pp. 1823 - 1830
• Main Authors: Hasler, N, Ackermann, H, Rosenhahn, B, Thormählen, T, Seidel, H
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2010
• Subjects: Animation; Biological system modeling; Calibration; Cameras; Deformable models; Humans; Image databases; Pipelines; Shape measurement; Skeleton

In this paper we propose a multilinear model of human pose and body shape which is estimated from a database of registered 3D body scans in different poses. The model is generated by factorizing the measurements into pose and shape dependent components. By combining it with an ICP based registration...