Banca de DEFESA: TIAGO TROTTA LARA BARBOSA

Uma banca de DEFESA de MESTRADO foi cadastrada pelo programa.
STUDENT : TIAGO TROTTA LARA BARBOSA
DATE: 26/01/2024
TIME: 09:00
LOCAL: DCOMP
TITLE:
KEY WORDS:

Neurorehabilitation, Framework, Machine learning, Database, Virtual reality, Augmented reality.

PAGES: 91
BIG AREA: Ciências Exatas e da Terra
AREA: Ciência da Computação
SUMMARY:

There is great interest in developing virtual and augmented reality applications for neuromotor rehabilitation treatments, with which patients can interact through body tracking devices. These applications provide the benefits of traditional rehabilitation without becoming overwhelming, as they allow the user to immerse themselves in various scenarios and situations. Furthermore, the way these applications interact makes it possible to retrieve and analyze the data generated by the user's movements during treatment. However, it is challenging to find body movement datasets, and those that exist do not include movements specific to the rehabilitation context. Thus, we present a framework that provides a standardized storage system for data from motor and neuromotor rehabilitation sessions, the ReBase. It was designed to allow the gathering of data generated by any application, regardless of the form of body tracking employed, and to support Virtual and Augmented Reality applications. From the data stored in the ReBase database, it is possible to create specific movement datasets over which machine learning or even data mining techniques can be applied. This paper presents several improvements to be implemented in the existing ReBase infrastructure and demonstrates an application capable of recognizing the Libras alphabet through machine learning developed using the framework CLibras.

BANKING MEMBERS:
Presidente - 2325597 - DIEGO ROBERTO COLOMBO DIAS
Interno - 1674068 - LEONARDO CHAVES DUTRA DA ROCHA
Interno - 1985872 - EDIMILSON BATISTA DOS SANTOS
Externo à Instituição - RAFAEL SERAPILHA DURELLI - UFLA