Difference between revisions of "First Level Course Projects"
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Revision as of 22:43, 29 May 2009
Here you can find a list of project proposals for the courses of "Progetto di Ingegneria Informatica" and "Progetto di Robotica" (5 CFU for each student). See Project Proposals for other kinds of projects and theses.
Contents
BioSignal Analysis
Brain-Computer Interface
Title: | Driving an autonomous wheelchair with a P300-based BCI | |
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Description: | This project pulls together different Airlab projects with the aim to drive an autonomous wheelchair (LURCH) with a BCI, through the development of key software modules. Depending on the effort the student is willing to put into it, the project can grow to a full experimental thesis.
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Tutor: | Matteo Matteucci (email), Bernardo Dal Seno (email) | |
Start: | November 2008 | |
Number of students: | 1 | |
CFU: | 5-20 |
Title: | Online automatic tuning of the number of repetitions in a P300-based BCI | |
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Description: | In a P300-based BCI, (visual) stimuli are presented to the user, and the intention of the user is recognized when a P300 potential is recognized in response of the desired stimulus. In order to improve accuracy, many stimulation rounds are usually performed before making a decision. The exact number of repetitions depends on the user and the goodness of the classifier, but it is usually fixed a-priori. The aim of this project is to adapt the number of repetitions to changing conditions, so as to achieve the maximum accuracy with the minimum time.
Depending on the effort the student is willing to put into it, the project can grow to a full experimental thesis.
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Tutor: | Matteo Matteucci (email), Bernardo Dal Seno (email) | |
Start: | Anytime | |
Number of students: | 1 | |
CFU: | 5-20 |
Title: | Reproduction of an algorithm for the recognition of error potentials | |
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Description: | Error potentials (ErrPs) are event-related potentials present in the EEG (electroencephalogram) when a subject makes a mistake or when the machine a subject is interacting with works in an expected way. They could be used in the BCI field to improve the performance of a BCI by automatically detecting classification errors.
The project aims at reproducing algorithms for ErrP detection from the literature.
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Tutor: | Matteo Matteucci (email), Bernardo Dal Seno (email) | |
Start: | Anytime | |
Number of students: | 1 | |
CFU: | 5-15 |
Computer Vision and Image Analysis
Title: | Video surveillance system for indoor Environment | |
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Description: | The goal of this project is to develop a video surveillance system based on background subtraction algorithm. The idea is to use a single static camera to track moving objects in a known environment.
The skills required for this project are:
The project can be turned into a thesis extending the algorithm for camera network. | |
Tutor: | Matteo Matteucci (matteucci-AT-elet-DOT-polimi-DOT-it) | |
Start: | Anytime | |
Number of students: | 2-3 | |
CFU: | 2.5-15 |
Machine Learning
Title: | Learning API for TORCS | |
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Description: | TORCS is a state-of-the-art open source racing simulator that represents an ideal bechmark for machine learning techniques. We already organized two successfull competitions based on TORCS where competitors have been asked to develop a controller using their preferred machine learning techniques. The goal of this project is to extend the existing C++ API (available here) to simplify the development of controller using a learning framework.
Such an extension can be partially developed by porting an existing Java API for TORCS that already provides a lot of functionalities for machine learning approaches. | |
Tutor: | Daniele Loiacono (loiacono-AT-elet-DOT-polimi-DOT-it) | |
Start: | Anytime | |
Number of students: | 1 to 2 | |
CFU: | 5 to 12.5 |
Title: | EyeBot | |
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Description: | TORCS is a state-of-the-art open source racing simulator that represents an ideal bechmark for machine learning techniques. We already organized two successfull competitions based on TORCS where competitors have been asked to develop a controller using their preferred machine learning techniques. So far, the controller developed for TORCS used as input only information extracted directly from the state of the game. The goal of this project is to extend the existing controller API (see here) to use the visual information (e.g. the screenshots of the game) as input to the controllers. A successfull project will include both the development of the API and some basic imaga preprocessing to extract information from the images. | |
Tutor: | Daniele Loiacono (loiacono-AT-elet-DOT-polimi-DOT-it), Alessandro Giusti (giusti-AT-elet-DOT-polimi-DOT-it), and Pierluigi Taddei (taddei-AT-elet-DOT-polimi-DOT-it) | |
Start: | Anytime | |
Number of students: | 1 to 2 | |
CFU: | 5 to 12.5 |
Title: | SmarTrack | |
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Description: | The generation of customized game content for each player is an attractive direction to improve the game experience in the next-generation computer games. In this scenario, Machine Learning could play an important role to provide automatically such customized game content.
The goal of this project is to apply machine learning techniques for the generation of customized tracks in TORCS, a state-of-the-art open source racing simulator. The project include different activities: the automatic generation of tracks, the section of relevant features to characterize a track and the analysis of an interest measure. | |
Tutor: | Daniele Loiacono (loiacono-AT-elet-DOT-polimi-DOT-it) | |
Start: | Anytime | |
Number of students: | 1 to 2 | |
CFU: | 5 to 12.5 |
Title: | TORCS competition | |
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Description: | TORCS is a state-of-the-art open source racing simulator that represents an ideal bechmark for machine learning techniques. We already organized two successfull competitions based on TORCS where competitors have been asked to develop a controller using their preferred machine learning techniques.
The goal of this project is to apply any machine learning technique to develop a successfull controller following the competition rules (available here) | |
Tutor: | Daniele Loiacono (loiacono-AT-elet-DOT-polimi-DOT-it) | |
Start: | Anytime | |
Number of students: | 1 to 2 | |
CFU: | 5 to 12.5 |
Ontologies and Semantic Web
Wiki Analysis
Wiki Page: | A Unifying Framework for Semantic Annotation | ||||||||
Title: | A Unifying Framework for Semantic Annotation | ||||||||
Description: | See http://davide.eynard.it/elc/ | ||||||||
Coordinator: | DavideEynard (
Results might not be as expected. ) | ||||||||
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Research Area: | Social Software and Semantic Web | ||||||||
Research Topic: | Semantic Annotations |
Wiki Page: | A tool to find and store annotations into a unifying semantic ontology | ||||||||||||
Title: | A tool to find and store annotations into a unifying semantic ontology | ||||||||||||
Description: | |||||||||||||
Coordinator: | DavideEynard (
Results might not be as expected. ) | ||||||||||||
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Research Area: | Social Software and Semantic Web | ||||||||||||
Research Topic: | Semantic Annotations | ||||||||||||
Level: | Bachelor of Science | ||||||||||||
Type: | Thesis |
Wiki Page: | AGW | ||||||||||||
Title: | AGW - Automatic Guided Wheelchair | ||||||||||||
Description: | Control system design of an electric wheelchair for autonomous drive with obstacle avoidance | ||||||||||||
Coordinator: | MatteoMatteucci (
Results might not be as expected. ) | ||||||||||||
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Research Area: | Robotics | ||||||||||||
Research Topic: | Robot development | ||||||||||||
Level: | Master of Science | ||||||||||||
Type: | Thesis |
Wiki Page: | Adaptive Behaviors for Robogames | ||||
Title: | Adaptive Behaviors for Robogames | ||||
Description: | The goal of the project is to develop a system to adapt behaviors of a robot to the way of playing of a human player | ||||
Coordinator: | EwertonLopes (
Results might not be as expected. ) | ||||
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Research Area: | Robotics | ||||
Research Topic: | Robot development | ||||
Level: | Master of Science | ||||
Type: | Thesis |
Wiki Page: | Adaptive Predicates | ||||
Title: | Adaptive Predicates | ||||
Description: | Adapting predicates to the robot needs | ||||
Coordinator: | AndreaBonarini (
Results might not be as expected. ) | ||||
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Research Area: | Robotics | ||||
Research Topic: | Robot development | ||||
Level: | Bachelor of Science | ||||
Type: | Thesis |
Wiki Page: | Affective Robot force sensor | ||||||||
Title: | Affective Robot force sensor | ||||||||
Description: | Implementation of a new force sensor for the robot used in affective rehabilitation | ||||||||
Coordinator: | SimoneTognetti (
Results might not be as expected. ) | ||||||||
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Research Area: | Robotics | ||||||||
Research Topic: | Robot development | ||||||||
Level: | Master of Science | ||||||||
Type: | Course |
Wiki Page: | Affective Robotic Rehabilitation of Upper Limbs | ||||
Title: | Affective Robotic Rehabilitation of Upper Limbs | ||||
Description: | Evaluation of the affective status of people involved in robotic rehabilitation | ||||
Coordinator: | MaurizioGarbarino (
Results might not be as expected. ) | ||||
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Research Area: | BioSignal Analysis | ||||
Research Topic: | Affective Computing And BioSignals | ||||
Level: | Bachelor of Science | ||||
Type: | Thesis |
Wiki Page: | Affective VideoGames | ||||||||
Title: | Affective VideoGames | ||||||||
Description: | |||||||||
Coordinator: | SimoneTognetti (
Results might not be as expected. ) | ||||||||
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Research Area: | Affective Computing | ||||||||
Research Topic: | Affective Computing And BioSignals | ||||||||
Level: | Master of Science |
Wiki Page: | Alien-Bot | ||||
Title: | Alien-Bot | ||||
Description: | The goal of the project is to develop an interactive game between an autonomous robot and a remotely-controlled one, based on the metaphor of the movie Alien. | ||||
Coordinator: | AndreaBonarini (
Results might not be as expected. ) | ||||
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Research Area: | Robotics | ||||
Research Topic: | Robogames | ||||
Level: | Master of Science | ||||
Type: | Thesis |
Wiki Page: | Autonomous Robot for emotional interaction | ||||
Title: | Autonomous Robot for emotional interaction | ||||
Description: | Expressing emotions in interaction with children wih disabilities. | ||||
Coordinator: | AndreaBonarini (
Results might not be as expected. ) | ||||
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Research Area: | Robotics | ||||
Research Topic: | Robot development | ||||
Level: | Bachelor of Science | ||||
Type: | Thesis |
Wiki Page: | BCI & artifacts | ||||
Title: | BCI and artifacts | ||||
Description: | BCI and artifacts | ||||
Coordinator: | MatteoMatteucci (
Results might not be as expected. ) | ||||
Tutor: | |||||
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Research Area: | BioSignal Analysis | ||||
Level: | Bachelor of Science | ||||
Type: | Thesis |
Wiki Page: | BCI based on Motor Imagery | ||||||||||||
Title: | BCI based on Motor Imagery | ||||||||||||
Description: | This project is aimed is to control an external device through the analysis of brain waves measured on the human scalp. | ||||||||||||
Coordinator: | MatteoMatteucci (
Results might not be as expected. ) | ||||||||||||
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Research Area: | BioSignal Analysis |
Wiki Page: | BCI on Sockets | ||||
Title: | BCI on Socket | ||||
Description: | Communication on TCP/IP between BCI Software modules | ||||
Coordinator: | MatteoMatteucci (
Results might not be as expected. ) | ||||
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Research Area: | BioSignal Analysis | ||||
Research Topic: | Brain-Computer Interface | ||||
Level: | Bachelor of Science | ||||
Type: | Course |
Wiki Page: | Balancing robots: Tilty, TiltOne | ||||
Title: | BalancingRobots | ||||
Description: | Meta-project about balancing robots. | ||||
Coordinator: | MartinoMigliavacca (
Results might not be as expected. ) | ||||
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Research Area: | Robotics | ||||
Research Topic: | Robot development |
Wiki Page: | Ballbot | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Title: | Ballbot | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Description: | A unicycle robot, running on a ball | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Coordinator: | [[:User:Roberto Sannino ({{#ask: [[User:Roberto Sannino| ?Email= }}), Daniele Caltabiano|Roberto Sannino (
Robotics
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