Construction and animation of anatomically based human hand models

The human hand is a masterpiece of mechanical complexity, able to perform fine motor manipulations and powerful work alike. Designing an animatable human hand model that features the abilities of the archetype created by Nature requires a great deal of anatomical detail to be modeled. In this paper, we present a human hand model with underlying anatomical structure. Animation of the hand model is controlled by muscle contraction values. We employ a physically based hybrid muscle model to convert these contraction values into movement of skin and bones. Pseudo muscles directly control the rotation of bones based on anatomical data and mechanical laws, while geometric muscles deform the skin tissue using a mass-spring system. Thus, resulting animations automatically exhibit anatomically and physically correct finger movements and skin deformations. In addition, we present a deformation technique to create individual hand models from photographs. A radial basis warping function is set up from the correspondence of feature points and applied to the complete structure of the reference hand model, making the deformed hand model instantly animatable.

[1]  J. Landsmeer Studies in the anatomy of articulation. I. The equilibrium of the "intercalated" bone. , 1961, Acta morphologica Neerlando-Scandinavica.

[2]  Landsmeer Jm Studies in the anatomy of articulation. I. The equilibrium of the "intercalated" bone. , 1961 .

[3]  T. B. Putsyata,et al.  Analytical dynamics , 1973 .

[4]  J. Duchon Spline minimizing rotation-invariant seminorms in Sobolev spaces , 1977 .

[5]  J. W. Humberston Classical mechanics , 1980, Nature.

[6]  P. Brand,et al.  Relative tension and potential excursion of muscles in the forearm and hand. , 1981, The Journal of hand surgery.

[7]  K. An,et al.  Tendon excursion and moment arm of index finger muscles. , 1983, Journal of biomechanics.

[8]  Paul W. Brand,et al.  Clinical mechanics of the hand , 1985 .

[9]  Editors , 1986, Brain Research Bulletin.

[10]  C H Wagner,et al.  The pianist's hand: anthropometry and biomechanics. , 1988, Ergonomics.

[11]  John A. Brewer,et al.  A hand biomechanics workstation , 1988, SIGGRAPH.

[12]  Daniel Thalmann,et al.  Simulation of object and human skin formations in a grasping task , 1989, SIGGRAPH.

[13]  Daniel Thalmann,et al.  Joint-dependent local deformations for hand animation and object grasping , 1989 .

[14]  Demetri Terzopoulos,et al.  Physically-based facial modelling, analysis, and animation , 1990, Comput. Animat. Virtual Worlds.

[15]  Fred L. Bookstein,et al.  Morphometric Tools for Landmark Data. , 1998 .

[16]  Michael Girard,et al.  Computer animation of knowledge-based human grasping , 1991, SIGGRAPH.

[17]  T J Armstrong,et al.  A kinematic model of the human hand to evaluate its prehensile capabilities. , 1992, Journal of biomechanics.

[18]  Karl H.E. Kroemer,et al.  A Finger Model with Constant Tendon Moment Arms , 1993 .

[19]  Tosiyasu L. Kunii,et al.  A Model of Hands and Arms Based on Manifold Mappings , 1993 .

[20]  Demetri Terzopoulos,et al.  Constructing Physics-Based Facial Models of Individuals , 1993 .

[21]  Daniel Thalmann,et al.  A Hand Control and Automatic Grasping System for Synthetic Actors , 1994, Comput. Graph. Forum.

[22]  Daniel Thalmann,et al.  A Multi-sensor Approach for Grasping and 3D Interaction , 1995, Computer Graphics.

[23]  Demetri Terzopoulos,et al.  Realistic modeling for facial animation , 1995, SIGGRAPH.

[24]  David C. Hogg,et al.  3D Deformable Hand Models , 1996, Gesture Workshop.

[25]  Jane Wilhelms,et al.  Anatomically based modeling , 1997, SIGGRAPH.

[26]  F. Bookstein Shape and the information in medical images: a decade of the morphometric synthesis , 1997, Proceedings of the Workshop on Mathematical Methods in Biomedical Image Analysis.

[27]  Wayne E. Carlson,et al.  Anatomy-based modeling of the human musculature , 1997, SIGGRAPH.

[28]  Nadia Magnenat-Thalmann,et al.  Dirichlet free-form deformations and their application to hand simulation , 1997, Proceedings. Computer Animation '97 (Cat. No.97TB100120).

[29]  Horace Ho-Shing Ip,et al.  HACS: Hand Action Coding System for anatomy-based synthesis of hand gestures , 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

[30]  H. Ouhaddi,et al.  Conception et ajustement d'un modèle 3D articulé de la main , 1998 .

[31]  Horace Ho-Shing Ip,et al.  Hand gesture animation from static postures using an anatomy-based model , 2000, Proceedings Computer Graphics International 2000.

[32]  Ying Wu,et al.  Modeling the constraints of human hand motion , 2000, Proceedings Workshop on Human Motion.

[33]  Nadia Magnenat-Thalmann,et al.  Neural network-based violinist's hand animation , 2000, Proceedings Computer Graphics International 2000.

[34]  Hans-Peter Seidel,et al.  Geometry-based Muscle Modeling for Facial Animation , 2001, Graphics Interface.

[35]  Juan López Coronado,et al.  Parametric Neurocontroller for Positioning of an Anthropomorfic Finger Based on an Oponent Driven-Tendon Transmission System , 2001, IWANN.

[36]  Jacob D. Furst,et al.  An improved articulated model of the human hand , 2001, The Visual Computer.

[37]  Richard K. Beatson,et al.  Reconstruction and representation of 3D objects with radial basis functions , 2001, SIGGRAPH.

[38]  Ying Wu,et al.  Hand modeling, analysis and recognition , 2001, IEEE Signal Process. Mag..

[39]  Dinesh K. Pai,et al.  EigenSkin: real time large deformation character skinning in hardware , 2002, SCA '02.

[40]  Maryann Simmons,et al.  Model-based reconstruction for creature animation , 2002, SCA '02.

[41]  Jean-Claude Latombe,et al.  Interactive simulation of the human hand , 2002 .

[42]  Hans-Peter Seidel,et al.  Head shop: generating animated head models with anatomical structure , 2002, SCA '02.

[43]  Frédéric H. Pighin,et al.  Synthesizing realistic facial expressions from photographs , 2005, SIGGRAPH Courses.