Tipo di tesi
Tesi di laurea specialistica
Titolo
Design and Development of a Human Gesture Recognition System in Tridimensional Interactive Virtual Environment
Corso di studi
INGEGNERIA DELLA AUTOMAZIONE
Parole chiave
- fuzzy logic
- gesture recognition
- hidden markov models
- neural networks
- riconoscimento gesti
- virtual reality
- virtuale
Data inizio appello
28/02/2008
Riassunto (Italiano)
This thesis describes the design and the development of a recognition
system for human gestures. The main goal of this work is to demonstrate
the possibility to extract enough information, both semantic and quantitative,
from the human action, to perform complex tasks in a virtual environment.
To manage the complexity and the variability adaptive systems are
exploited, both in building a codebook (by unsupervised neural networks),
and to recognize the sequence of symbols describing a gesture (by Hidden
Markov models).
