A Geometric Model-Based Approach to Hand Gesture Recognition
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Abstract
Arm-and-hand tracking by technological means allows gathering data that can be elaborated for determining gesture meaning. To this aim, machine learning (ML) algorithms have been mostly investigated looking for a balance between the highest recognition rate and the lowest recognition time. However, this balance comes mainly from statistical models, which...
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explainable artificial intelligence (XAI) , gyroscope , training , gesture recognition , machine learning (ML) , 006 , algebra , geometric algebra , Computer Science Applications , Accelerometer , Human-Computer Interaction , Accelerometers; algebra; assistive technologies; deep learning (DL); explainable artificial intelligence (XAI); geometric algebra; gesture recognition; gyroscopes; machine learning (ML); nearest neighbor classification (NNC); training; trajectory , assistive technologie , deep learning (DL) , Control and Systems Engineering , trajectory , Settore ING-INF/01 - ELETTRONICA , nearest neighbor classification (NNC) , Electrical and Electronic Engineering , Software