Modeling Stochastic Dynamical Systems for Interactive Simulation

We present techniques for constructing approximate stochastic models of complicated dynamical systems for applications in interactive computer graphics. The models are designed to produce realistic interaction at low cost.

[1]  Donald S. Fussell,et al.  Computer rendering of stochastic models , 1982, Commun. ACM.

[2]  Anil K. Jain,et al.  Algorithms for Clustering Data , 1988 .

[3]  Azriel Rosenfeld,et al.  Computer Vision , 1988, Adv. Comput..

[4]  Lawrence R. Rabiner,et al.  A tutorial on hidden Markov models and selected applications in speech recognition , 1989, Proc. IEEE.

[5]  Michiel van de Panne,et al.  Sensor-actuator networks , 1993, SIGGRAPH.

[6]  David Baraff,et al.  Interactive simulation of solid rigid bodies , 1995, IEEE Computer Graphics and Applications.

[7]  Lennart Ljung,et al.  Nonlinear black-box modeling in system identification: a unified overview , 1995, Autom..

[8]  Ramesh C. Jain,et al.  Reality modeling and visualization from multiple video sequences , 1996, IEEE Computer Graphics and Applications.

[9]  Carlo H. Séquin,et al.  Interactive simulation of fire in virtual building environments , 1997, SIGGRAPH.

[10]  Andrew P. Witkin,et al.  Large steps in cloth simulation , 1998, SIGGRAPH.

[11]  Geoffrey E. Hinton,et al.  NeuroAnimator: fast neural network emulation and control of physics-based models , 1998, SIGGRAPH.

[12]  Michael Isard,et al.  Active Contours , 2000, Springer London.

[13]  Jos Stam,et al.  Stable fluids , 1999, SIGGRAPH.

[14]  Matthew Brand,et al.  Voice puppetry , 1999, SIGGRAPH.

[15]  Jessica K. Hodgins,et al.  Animating Sand, Mud, and Snow , 1999, Comput. Graph. Forum.

[16]  Alexei A. Efros,et al.  Texture synthesis by non-parametric sampling , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

[17]  Jessica K. Hodgins,et al.  Graphical modeling and animation of brittle fracture , 1999, SIGGRAPH.

[18]  Joe D. Warren,et al.  Subdivision schemes for fluid flow , 1999, SIGGRAPH.

[19]  Dinesh K. Pai.  Robotics in Reality-Based Modeling , 2000 .

[20]  Richard Szeliski,et al.  Video textures , 2000, SIGGRAPH.

[21]  Marc Levoy,et al.  Fast texture synthesis using tree-structured vector quantization , 2000, SIGGRAPH.

[22]  A. B. CD0EGFGH,et al.  A Multiple-Scale Stochastic Modelling Primitive , .