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Authors
Abstract(s)
A comunicação é considerada uma ferramenta de importante uso em todos os tipos de
relações, que pode ser realizada de forma verbal ou não verbal. Tratando-se de uma pessoa
surda, a linguagem gestual portuguesa (LGP - Portugal), ou linguagem brasileira de sinais
(Libras - Brasil), contribui para a comunicação dos surdos, que enfrentam barreiras que
dificultam sua comunicação, em locais de trabalho, vida social entre outros. Considerando
a grande comunidade de surdos no mundo, que necessitam de ajuda para se comunicar e
que tenham facilidade em realizar essa comunicação, e também, tendo em conta o avanço
da tecnologia nos últimos anos, surgiu a possibilidade da criação de interfaces humanocomputador,
mais simples e de fácil acesso e compreensão. Neste contexto, e com o uso
da Inteligência Artificial, o principal objetivo deste trabalho é estudar a possibilidade de
criar uma ferramenta que possa realizar a identificação e tradução das letras do alfabeto
para computador através da criação de um sistema composto pela captura e tradução de
gestos a partir de um Kinect mais o Software MatLab. Com os estudos realizados neste
trabalho, observou-se que o dispositivo possui precisão de 96.71% em relação ao gestos
treinados e apresenta a possibilidade de realizar testes e tradução em tempo real.
Communication is considered a tool of important use in all types of relationships, which can be carried out verbally or non-verbally. In the case of a deaf person, Portuguese sign language (LGP - Portugal), or Brazilian sign language (Libras - Brazil), contributes to their communication, who face barriers communication, in workplaces, life among others. Considering the large community of deaf people in the world who needs help to communicate and easily communicates, and also, taking into account the advancement of technology in recent years, the possibility of creating human-computer interfaces came up, simpler and easy to access and understand. In this context, and with the use of Artificial Intelligence, the main objective of this work was to study the possibility of creating a tool that can perform the identification and translation of the letters of the alphabet to a computer through the creation of a system composed by the capture and translation of gestures from a Kinect plus MatLab Software. With the studies carried out in this work, it was observed that the device has 96.71% accuracy in relation to the trained gestures and the possibility to carry out tests and real time translation.
Communication is considered a tool of important use in all types of relationships, which can be carried out verbally or non-verbally. In the case of a deaf person, Portuguese sign language (LGP - Portugal), or Brazilian sign language (Libras - Brazil), contributes to their communication, who face barriers communication, in workplaces, life among others. Considering the large community of deaf people in the world who needs help to communicate and easily communicates, and also, taking into account the advancement of technology in recent years, the possibility of creating human-computer interfaces came up, simpler and easy to access and understand. In this context, and with the use of Artificial Intelligence, the main objective of this work was to study the possibility of creating a tool that can perform the identification and translation of the letters of the alphabet to a computer through the creation of a system composed by the capture and translation of gestures from a Kinect plus MatLab Software. With the studies carried out in this work, it was observed that the device has 96.71% accuracy in relation to the trained gestures and the possibility to carry out tests and real time translation.
Description
Mestrado de dupla diplomação com a UTFPR - Universidade Tecnológica Federal do Paraná
Keywords
Comunicação LGP Inteligência artificial Kinect