NeuroAnimator

Subscribe (Full Service)


	Search: The ACM Digital Library The Guide

	Feedback

NeuroAnimator: fast neural network emulation and control of physics-based models

Full text

Pdf (28.26 MB)

Source

International Conference on Computer Graphics and Interactive Techniques archive
Proceedings of the 25th annual conference on Computer graphics and interactive techniques table of contents

Pages: 9 - 20

Year of Publication: 1998

ISBN:0-89791-999-8

Authors

Radek Grzeszczuk	Intel Corp.
Demetri Terzopoulos	Intel Corp.; and Univ. of Toronto, Toronto, Ont., Canada
Geoffrey Hinton	Univ. of Toronto, Toronto, Ont., Canada

Sponsor

SIGGRAPH: ACM Special Interest Group on Computer Graphics and Interactive Techniques

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 3, Downloads (12 Months): 49, Citation Count: 39

Additional Information:

references cited by index terms collaborative colleagues

Tools and Actions:	Request Permissions Review this Article Save this Article to a Binder Display Formats: BibTeX EndNote ACM Ref

DOI Bookmark:	Use this link to bookmark this Article: http://doi.acm.org/10.1145/280814.280816 What is a DOI?

REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	D. Baraff, Analytical methods for dynamic simulation of non-penetrating rigid bodies, ACM SIGGRAPH Computer Graphics, v.23 n.3, p.223-232, July 1989
	2	Christopher M. Bishop, Neural networks for pattern recognition, Oxford University Press, Oxford, 1996
	3	G. Cybenko. Approximation by superposition of sigmoidal function. Mathematics of Control Signals and Systems, 2(4):303-314, 1989.
	4	Radek Grzeszczuk , Demetri Terzopoulos, Neuroanimator: fast neural network emulation and control of physics-based models, 1998
	5	Radek Grzeszczuk , Demetri Terzopoulos, Automated learning of muscle-actuated locomotion through control abstraction, Proceedings of the 22nd annual conference on Computer graphics and interactive techniques, p.63-70, September 1995 [doi>10.1145/218380.218411]
	6	James K. Hahn, Realistic animation of rigid bodies, ACM SIGGRAPH Computer Graphics, v.22 n.4, p.299-308, Aug. 1988
	7	Jessica K. Hodgins , Wayne L. Wooten , David C. Brogan , James F. O'Brien, Animating human athletics, Proceedings of the 22nd annual conference on Computer graphics and interactive techniques, p.71-78, September 1995 [doi>10.1145/218380.218414]
	8	K. Hornik , M. Stinchcombe , H. White, Multilayer feedforward networks are universal approximators, Neural Networks, v.2 n.5, p.359-366, 1989 [doi>10.1016/0893-6080(89)90020-8]
	9	M. I. Jordan and D. E. Rumelhart. Supervised learning with a distal teacher. Cognitive Science, 16:307-354, 1992.
	10	Gavin S. P. Miller, The motion dynamics of snakes and worms, ACM SIGGRAPH Computer Graphics, v.22 n.4, p.169-173, Aug. 1988
	11	J. Thomas Ngo , Joe Marks, Spacetime constraints revisited, Proceedings of the 20th annual conference on Computer graphics and interactive techniques, p.343-350, September 1993 [doi>10.1145/166117.166160]
	12	D. Nguyen and B. Widrow. The truck backer-upper: An example of self-learning in neural networks. In P~vceedings of the International Joint Conference on Neural Networks, volume 2, pages 357-363. IEEE Press, 1989.
	13	William H. Press , Saul A. Teukolsky , William T. Vetterling , Brian P. Flannery, Numerical recipes in C (2nd ed.): the art of scientific computing, Cambridge University Press, New York, NY, 1992
	14	G. Ridsdale. Connectionist modeling of skill dynamics. Journal of Visualization and Computer Animation, 1 (2):66-72, 1990.
	15	D. E. Rumelhart , G. E. Hinton , R. J. Williams, Learning internal representations by error propagation, Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations, MIT Press, Cambridge, MA, 1986
	16	Karl Sims, Evolving virtual creatures, Proceedings of the 21st annual conference on Computer graphics and interactive techniques, p.15-22, July 1994 [doi>10.1145/192161.192167]
	17	Demetri Terzopoulos , John Platt , Alan Barr , Kurt Fleischer, Elastically deformable models, ACM SIGGRAPH Computer Graphics, v.21 n.4, p.205-214, July 1987
	18	Xiaoyuan Tu , Demetri Terzopoulos, Artificial fishes: physics, locomotion, perception, behavior, Proceedings of the 21st annual conference on Computer graphics and interactive techniques, p.43-50, July 1994 [doi>10.1145/192161.192170]
	19	Michiel van de Panne, Sensor-actuator networks, Proceedings of the 20th annual conference on Computer graphics and interactive techniques, p.335-342, September 1993 [doi>10.1145/166117.166159]

CITED BY 39

	Okan Arikan , D. A. Forsyth, Interactive motion generation from examples, ACM Transactions on Graphics (TOG), v.21 n.3, July 2002
	Bruce Blumberg , Marc Downie , Yuri Ivanov , Matt Berlin , Michael Patrick Johnson , Bill Tomlinson, Integrated learning for interactive synthetic characters, ACM Transactions on Graphics (TOG), v.21 n.3, July 2002
	David C. Brogan , Jessica K. Hodgins, Simulation level of detail for multiagent control, Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1, July 15-19, 2002, Bologna, Italy
	Jovan Popović , Steven M. Seitz , Michael Erdmann , Zoran Popović , Andrew Witkin, Interactive manipulation of rigid body simulations, Proceedings of the 27th annual conference on Computer graphics and interactive techniques, p.209-217, July 2000
	Petros Faloutsos , Michiel van de Panne , Demetri Terzopoulos, Composable controllers for physics-based character animation, Proceedings of the 28th annual conference on Computer graphics and interactive techniques, p.251-260, August 2001
	Matthew Brand , Aaron Hertzmann, Style machines, Proceedings of the 27th annual conference on Computer graphics and interactive techniques, p.183-192, July 2000
	Shalini Venkataraman , Jason Leigh , Tom Coffin, Kites flying in and out of space: distributed physically based art on the grid, Future Generation Computer Systems, v.19 n.6, p.973-982, August 2003
	Joseph Laszlo , Michiel van de Panne , Eugene Fiume, Interactive control for physically-based animation, Proceedings of the 27th annual conference on Computer graphics and interactive techniques, p.201-208, July 2000
	Stephen Chenney , D. A. Forsyth, Sampling plausible solutions to multi-body constraint problems, Proceedings of the 27th annual conference on Computer graphics and interactive techniques, p.219-228, July 2000
	Matt Anderson , Eric McDaniel , Stephen Chenney, Constrained animation of flocks, Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation, July 26-27, 2003, San Diego, California
	Anthony C. Fang , Nancy S. Pollard, Efficient synthesis of physically valid human motion, ACM Transactions on Graphics (TOG), v.22 n.3, July 2003
	Ralf Rabaetje, Real-time simulation of deformable objects for assembly simulations, Proceedings of the Fourth Australasian user interface conference on User interfaces 2003, p.57-64, February 01, 2003, Adelaide, Australia
	Jovan Popović , Steven M. Seitz , Michael Erdmann, Motion sketching for control of rigid-body simulations, ACM Transactions on Graphics (TOG), v.22 n.4, p.1034-1054, October 2003
	Xiaohuan Corina Wang , Cary Phillips, Multi-weight enveloping: least-squares approximation techniques for skin animation, Proceedings of the 2002 ACM SIGGRAPH/Eurographics symposium on Computer animation, July 21-22, 2002, San Antonio, Texas
	Doug L. James , Kayvon Fatahalian, Precomputing interactive dynamic deformable scenes, ACM Transactions on Graphics (TOG), v.22 n.3, July 2003
	Tao Ruan Wan , Wen Tang, Learning by experience - autonomous virtual character behavioural animation, Intelligent agents for mobile and virtual media, Springer-Verlag, London, 2002
	Stephen Chenney , Jeffrey Ichnowski , David Forsyth, Dynamics Modeling and Culling, IEEE Computer Graphics and Applications, v.19 n.2, p.79-87, March 1999
	Jehee Lee , Kang Hoon Lee, Precomputing avatar behavior from human motion data, Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation, August 27-29, 2004, Grenoble, France
	Alla Safonova , Jessica K. Hodgins , Nancy S. Pollard, Synthesizing physically realistic human motion in low-dimensional, behavior-specific spaces, ACM Transactions on Graphics (TOG), v.23 n.3, August 2004
	C. Karen Liu , Aaron Hertzmann , Zoran Popović, Learning physics-based motion style with nonlinear inverse optimization, ACM Transactions on Graphics (TOG), v.24 n.3, July 2005
	Nadia Magnenat-Thalmann , Hyewon Seo , Frederic Cordier, Automatic modeling of virtual humans and body clothing, Journal of Computer Science and Technology, v.19 n.5, p.575-584, September 2004
	Leslie Ikemoto , David A. Forsyth, Enriching a motion collection by transplanting limbs, Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation, August 27-29, 2004, Grenoble, France
	Ryo Kondo , Takashi Kanai , Ken-ichi Anjyo, Directable animation of elastic objects, Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation, July 29-31, 2005, Los Angeles, California
	Jonathan Dinerstein , Parris K. Egbert, Fast multi-level adaptation for interactive autonomous characters, ACM Transactions on Graphics (TOG), v.24 n.2, p.262-288, April 2005
	Jin Ok Kim , Bum Ro Lee , Chin Hyun Chung, Real-time interactive motion transitions by a uniform posture map, Future Generation Computer Systems, v.21 n.7, p.1106-1116, July 2005
	Pascal Volino , Nadia Magnenat-Thalmann, Animating complex hairstyles in real-time, Proceedings of the ACM symposium on Virtual reality software and technology, November 10-12, 2004, Hong Kong
	Sung-Hee Lee , Demetri Terzopoulos, Heads up!: biomechanical modeling and neuromuscular control of the neck, ACM Transactions on Graphics (TOG), v.25 n.3, July 2006
	Jared Go , Thuc D. Vu , James J. Kuffner, Autonomous behaviors for interactive vehicle animations, Graphical Models, v.68 n.2, p.90-112, March 2006
	Jehee Lee , Kang Hoon Lee, Precomputing avatar behavior from human motion data, Graphical Models, v.68 n.2, p.158-174, March 2006
	Kyung-Joong Kim , Sung-Bae Cho, A Comprehensive Overview of the Applications of Artificial Life, Artificial Life, v.12 n.1, p.153-182, January 2006
	Yeuhi Abe , Marco da Silva , Jovan Popović, Multiobjective control with frictional contacts, Proceedings of the 2007 ACM SIGGRAPH/Eurographics symposium on Computer animation, August 02-04, 2007, San Diego, California
	David A. Forsyth , Okan Arikan , Leslie Ikemoto , James O'Brien , Deva Ramanan, Computational studies of human motion: part 1, tracking and motion synthesis, Foundations and Trends® in Computer Graphics and Vision, v.1 n.2, p.77-254, July 2006
	Steven S. An , Theodore Kim , Doug L. James, Optimizing cubature for efficient integration of subspace deformations, ACM Transactions on Graphics (TOG), v.27 n.5, December 2008
	Marin Kobilarov , Keenan Crane , Mathieu Desbrun, Lie group integrators for animation and control of vehicles, ACM Transactions on Graphics (TOG), v.28 n.2, p.1-14, April 2009
	Ye Chow Kuang , Melanie Po-Leen Ooi , Wei Hong Loh , Serge Demidenko, Design of embedded differential equation solver, International Journal of Intelligent Systems Technologies and Applications, v.7 n.1, p.24-39, May 2009
	Jinxiang Chai , Jessica K. Hodgins, Constraint-based motion optimization using a statistical dynamic model, ACM Transactions on Graphics (TOG), v.26 n.3, July 2007
	Jernej Barbič , Marco da Silva , Jovan Popović, Deformable object animation using reduced optimal control, ACM Transactions on Graphics (TOG), v.28 n.3, August 2009
	Kevin Wampler , Zoran Popović, Optimal gait and form for animal locomotion, ACM Transactions on Graphics (TOG), v.28 n.3, August 2009
	Pascal Volino , Nadia Magnenat-Thalmann, Real-Time Animation of Complex Hairstyles, IEEE Transactions on Visualization and Computer Graphics, v.12 n.2, p.131-142, March 2006