Title | ||
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A synergy-based control solution for overactuated characters: Application to throwing. |
Abstract | ||
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In the current paper, we present a bio-inspired solution for the control of overactuated models in animation, such as musculoskeletal models. This solution consists in the extraction of muscle synergies from human experiments, followed by a control method consisting of a series of optimizations to adapt muscle parameters and synergies to match experimental data. We apply the framework on throwing motions, and the results show that these motions can be accurately reproduced on a character with a simplified muscular structure, while preserving important characteristics in the original synergies or control signals. |
Year | DOI | Venue |
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2017 | 10.1002/cav.1743 | COMPUTER ANIMATION AND VIRTUAL WORLDS |
Keywords | Field | DocType |
motion synthesis,muscles,musculoskeletal model,optimization,physics-based animation | Computer vision,Experimental data,Computer science,Simulation,Throwing,Artificial intelligence,Animation,Motion synthesis | Journal |
Volume | Issue | ISSN |
28.0 | 6 | 1546-4261 |
Citations | PageRank | References |
0 | 0.34 | 19 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Ana Lucia Cruz Ruiz | 1 | 3 | 0.70 |
Charles Pontonnier | 2 | 27 | 5.02 |
Jonathan Levy | 3 | 0 | 0.34 |
Georges Dumont | 4 | 84 | 10.77 |