Tesi etd-02122008-160940 |
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Tipo di tesi
Tesi di laurea specialistica
Autore
LIPPI, VITTORIO
Indirizzo email
vittorio_lippi@hotmail.com
URN
etd-02122008-160940
Titolo
Design and Development of a Human Gesture Recognition System in Tridimensional Interactive Virtual Environment
Dipartimento
INGEGNERIA
Corso di studi
INGEGNERIA DELLA AUTOMAZIONE
Relatori
Relatore Prof. Avizzano, Carlo Alberto
Relatore Prof. Lipari, Giuseppe
Relatore Prof. Ruffaldi, Emanuele
Relatore Prof. Lipari, Giuseppe
Relatore Prof. Ruffaldi, Emanuele
Parole chiave
- riconoscimento gesti
- virtuale
- gesture recognition
- hidden markov models
- fuzzy logic
- neural networks
- virtual reality
Data inizio appello
28/02/2008
Consultabilità
Completa
Riassunto
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).
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).
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