Proceedings of eNTERFACE 2015 Workshop on Intelligent Interfaces (original) (raw)

2018, Cornell University - arXiv

Skeletal data acquisition generates a huge amount of highdimensionality data. In many fields where motion capture techniques are now used, practitioners would greatly benefit from high-level representations of these motion sequences. However meaningful motion data dimensionality reduction is not a trivial task and the selection of the best set of features will largely depend on the considered use case, hence enhancing the need for a fast customization and prototyping tool. In this work, we present a prototyping tool for motion representation and interaction design based on the MotionMachine framework, as well as use cases of new audiovisual instruments that use full-body motion to drive sound and visuals. These instruments have been developed using the proposed prototyping environment. The development of these instruments is a proof of concept and demonstrates the potential of an elaborate choice of higher-level feature extraction techniques in improving the human/computer interaction and leading to more expressive experiences.

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