A Gesture Recognition System using Smartphones Lu´ ıs Domingues Tom´ e Jardim Tarrataca Dissertation for the achievement of the degree Master in Information Systems and Computer Engineering Chairman: Prof. Jos´ e Delgado Supervisors: Prof. Jo˜ao M. P. Cardoso Advisors: Prof. Andreas Wichert Prof. Pedro Diniz November 2008