Anomaly detection in magnetic motion capture using a 2-layer SOM network

S McGlinchey, B Chaperot - 2006 IEEE Symposium on …, 2006 - ieeexplore.ieee.org
S McGlinchey, B Chaperot
2006 IEEE Symposium on Computational Intelligence and Games, 2006ieeexplore.ieee.org
Over recent years, the fall in cost, and increased availability of motion capture equipment
has led to an increase in non-specialist companies being able to use motion capture data to
guide animation sequences for computer games and other applications by Margaret S.
Geroch (2004). A bottleneck in the animation production process is in the clean-up of
capture sessions to remove and/or correct anomalous (unusable) frames and noise. In this
paper, an investigation is carried out on the use of a system comprising of two layers of self …
Over recent years, the fall in cost, and increased availability of motion capture equipment has led to an increase in non-specialist companies being able to use motion capture data to guide animation sequences for computer games and other applications by Margaret S. Geroch (2004). A bottleneck in the animation production process is in the clean-up of capture sessions to remove and/or correct anomalous (unusable) frames and noise. In this paper, an investigation is carried out on the use of a system comprising of two layers of self-organising maps in identifying anomalous frames in a magnetic motion capture session
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