Knowledge-based extraction of control skeletons for animation

In this paper we propose a method for the automatic extraction and annotation of the animation control skeleton of virtual humans, which relies on an a-priori knowledge of the human anatomy. The method is based on a segmentation of the virtual human shape into semantically meaningful features, like arms or legs, and on an automatic location and labeling of joints of the control skeleton. The method is particularly relevant for computer animation where the process still largely relies on manual tasks, and especially for virtual characters built on real scanned data. Several examples will show the results obtained with our approach.

[1]  J. Rossignac,et al.  Plumber: a method for a multi-scale decomposition of 3D shapes into tubular primitives and bodies , 2004, SM '04.

[2]  Ayellet Tal,et al.  Mesh segmentation using feature point and core extraction , 2005, The Visual Computer.

[3]  L. Aiello,et al.  An Introduction to Human Evolutionary Anatomy , 1992 .

[4]  Irfan A. Essa,et al.  Novel Skeletal Representation for Articulated Creatures , 2004, ECCV.

[5]  Nadia Magnenat-Thalmann,et al.  Control Structure and Multi-Resolution Techniques for Virtual Human Representation , 2008, Shape Analysis and Structuring.

[6]  Taku Komura,et al.  Topology matching for fully automatic similarity estimation of 3D shapes , 2001, SIGGRAPH.

[7]  C. M. West,et al.  Traité d' Anatomie Humaine , 1952 .

[8]  Giuseppe Patanè,et al.  From geometric to semantic human body models , 2006, Comput. Graph..

[9]  Wan-Chun Ma,et al.  Skeleton extraction of 3D objects with radial basis functions , 2003, 2003 Shape Modeling International..

[10]  Sunghee Choi,et al.  The power crust , 2001, SMA '01.

[11]  Ayellet Tal,et al.  Hierarchical mesh decomposition using fuzzy clustering and cuts , 2003, ACM Trans. Graph..

[12]  Seth J. Teller,et al.  Assisted articulation of closed polygonal models , 1998, SIGGRAPH '98.

[13]  Jarek Rossignac,et al.  Blowing Bubbles for Multi-Scale Analysis and Decomposition of Triangle Meshes , 2003, Algorithmica.

[14]  Hans-Peter Seidel,et al.  Free-form skeleton-driven mesh deformations , 2003, SM '03.

[15]  Marco Attene,et al.  Mesh Segmentation - A Comparative Study , 2006, IEEE International Conference on Shape Modeling and Applications 2006 (SMI'06).