Thesis etd-02122008-160940 |
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Thesis type
Tesi di laurea specialistica
Author
LIPPI, VITTORIO
email address
vittorio_lippi@hotmail.com
URN
etd-02122008-160940
Thesis title
Design and Development of a Human Gesture Recognition System in Tridimensional Interactive Virtual Environment
Department
INGEGNERIA
Course of study
INGEGNERIA DELLA AUTOMAZIONE
Supervisors
Relatore Prof. Avizzano, Carlo Alberto
Relatore Prof. Lipari, Giuseppe
Relatore Prof. Ruffaldi, Emanuele
Relatore Prof. Lipari, Giuseppe
Relatore Prof. Ruffaldi, Emanuele
Keywords
- riconoscimento gesti
- virtuale
- gesture recognition
- hidden markov models
- fuzzy logic
- neural networks
- virtual reality
Graduation session start date
28/02/2008
Availability
Full
Summary
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).
File
| Nome file | Dimensione |
|---|---|
| SinTesi.pdf | 146.12 Kb |
| Tesi.pdf | 1.59 Mb |
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