Multichannel emotion assessment framework - Positive and negative emotional dichotomy

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2008

Autores

teixeira, j (Autor) FEUP; vinhas, v (Autor) Outra; oliveira, e (Autor) FEUP; reis, lp (Autor) FEUP

Ata de Conferência Internacional

Título: ICINCO 2008: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL SPSMC: SIGNAL PROCESSING, SYSTEMS MODELING AND CONTROL

Páginas: 249-252

5th International Conference on Informatics in Control, Automation and Robotics

Funchal, PORTUGAL, MAY 11-15, 2008

Indexação

ISI Proceedings

ISI Web of Knowledge - 0 Citações

Scopus - 0 Citações

Classificação Científica

FOS: Ciências da engenharia e tecnologias > Engenharia electrotécnica, electrónica e informática

Outras Informações

ID Authenticus: P-004-3FM

Abstract (EN): While affective computing and the entertainment industry still maintain a substantial gap between themselves, biosignals are subject of digital acquisition through low budget technologic solutions at neglectable invasive levels preventing users from focusing their awareness in the equipment. The integration of electroencephalography, galvanic skin response and oximeter in a multichannel framework constitutes an effort in the path to identify emotional states via biosignals expression. In order to induce and detect specific emotions, gender specific sessions were defined based on the International Affective Picture System and performed in a controlled environment. Results granted by distinct analysis techniques showed that high frequency EEG waves are strongly related to emotions and are a solid ground to perform accurate emotion classification. They have also given strong indications that females are more sensitive to emotion induction. On the other hand, one might conclude that the attained success levels concerning relating emotions to biosignals are extremely encouraging not only to the continuation of this research topic but also to the application of these results in domains such as multimedia entertainment, advertising and medical treatments.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 4