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- W779971776 abstract "A subunit-based Dynamic Time Warping (DTW) approach is proposed for hand movement recognition. Two major contributions distinguish the proposed approach from conventional DTW. (1) A set of hand movement subunits is constructed using a data-driven method. The common sub-movements (subunits) are shared across hand gestures to obtain a smaller training data size and search space to improve recognition performance. (2) A similarity measure robust to variability is offered using subunit-to-subunit matching to absorb the difference between two similar sub-sequences belonging to the same subunit, and only keeping the distances between sub-sequences that relate to different subunits. Our experimental results demonstrate the efficiency and accuracy of the proposed approach." @default.
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- W779971776 date "2013-01-01" @default.
- W779971776 modified "2023-09-24" @default.
- W779971776 title "A Subunit-Based Dynamic Time Warping Approach for Hand Movement Recognition" @default.
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- W779971776 doi "https://doi.org/10.1007/978-3-642-41181-6_68" @default.
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