Real-time avatar animation synthesis from coarse motion input

Krzysztof Pietroszek, Phuc Pham, Sophia Rose, Liudmila Tahai, Irene Humer, Christian Eckhardt · 2017

We present an animation synthesis technique that produces high quality avatar animation from coarse or incomplete motion input by matching, in real-time, the input against thousands of high-quality pre-recorded motion capture templates. The technique uses subsequence multivariate Quaternion Dynamic Time Warping with the angle between quaternions as a distance measure. Our implementation of the technique using compute shaders shows performance gains orders of magnitude greater than the state-of-the-art DTW implementations.

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