2 papers
cs.LG2019
On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition
István Ketykó, Ferenc Kovács
We propose a new metric to measure domain divergence and a new domain adaptation method for time-series classification. The metric belongs to the class of probability distributions…
cs.LG2019
Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural Networks
István Ketykó, Ferenc Kovács, Krisztián Zsolt Varga
Surface Electromyography (sEMG/EMG) is to record muscles' electrical activity from a restricted area of the skin by using electrodes. The sEMG-based gesture recognition is extremel…