• Low-Complexity Hand Gesture Recognition System for Continuous Streams of Digits and Letters 

      Poularakis S., Katsavounidis I. (2016)
      In this paper, we propose a complete gesture recognition framework based on maximum cosine similarity and fast nearest neighbor (NN) techniques, which offers high-recognition accuracy and great computational advantages for ...
    • Real-time arm gesture recognition using 3D skeleton joint data 

      Paraskevopoulos G., Spyrou E., Sgouropoulos D., Giannakopoulos T., Mylonas P. (2019)
      In this paper we present an approach towards real-time hand gesture recognition using the Kinect sensor, investigating several machine learning techniques. We propose a novel approach for feature extraction, using measurements ...
    • Sparse representations for hand gesture recognition 

      Poularakis, S.; Tsagkatakis, G.; Tsakalides, P.; Katsavounidis, I. (2013)
      Dynamic recognition of gestures from video sequences is a challenging task due to the high variability in the characteristics of each gesture with respect to different individuals. In this work, we propose a novel ...