DESIGNING AN EXPERIMENT TO IMPROVE AUTOMATIC EMOTION DETECTION USING EEG

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EILBEIGI ELNAZ; YAZDCHI MOHAMMADREZA; MAHNAM AMIN

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Journal: SIGNAL AND DATA PROCESSING Year:2013 | Volume:- | Issue:2 (SERIAL 20) Page(s): 21-34

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Title

DESIGNING AN EXPERIMENT TO IMPROVE AUTOMATIC EMOTION DETECTION USING EEG

Author(s)

EILBEIGI ELNAZ | YAZDCHI MOHAMMADREZA | MAHNAM AMIN | Issue Writer Certificate

Keywords

EMOTION RECOGNITIONQ2

EEG SIGNALQ2

INTERNATIONAL AFFECTIVE PICTURE SYSTEMQ2

FRACTAL DIMENSIONQ3

Abstract

Emotions play an important role in daily life of human, so the need and importance of automatic EMOTION RECOGNITION have grown with increasing role of Human Computer Interaction (HCI) applications. Since EMOTION RECOGNITION using EEG can show inner emotions, this method is more attention from other ways. In consideration to lack of emotion induction collection for doing such researches at Iranian culture, in this research some emotion induction experiments are designed to create four emotion states in subjects. Once subjects are experimented by INTERNATIONAL AFFECTIVE PICTURE SYSTEM (IAPS) that collected at Florida University and then they are experimented by corresponding movies with Iranian culture. Results show that corresponding movies get higher accuracy in comparison with IAPS. Fast computing, using only two electrodes and obtaining high accuracy from EEG SIGNALs are other advantages of this research.

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APA: Copy

EILBEIGI, ELNAZ, YAZDCHI, MOHAMMADREZA, & MAHNAM, AMIN. (2013). DESIGNING AN EXPERIMENT TO IMPROVE AUTOMATIC EMOTION DETECTION USING EEG. SIGNAL AND DATA PROCESSING, -(2 (SERIAL 20)), 21-34. SID. https://sid.ir/paper/160817/en

Vancouver: Copy

EILBEIGI ELNAZ, YAZDCHI MOHAMMADREZA, MAHNAM AMIN. DESIGNING AN EXPERIMENT TO IMPROVE AUTOMATIC EMOTION DETECTION USING EEG. SIGNAL AND DATA PROCESSING[Internet]. 2013;-(2 (SERIAL 20)):21-34. Available from: https://sid.ir/paper/160817/en

IEEE: Copy

ELNAZ EILBEIGI, MOHAMMADREZA YAZDCHI, and AMIN MAHNAM, “DESIGNING AN EXPERIMENT TO IMPROVE AUTOMATIC EMOTION DETECTION USING EEG,” SIGNAL AND DATA PROCESSING, vol. -, no. 2 (SERIAL 20), pp. 21–34, 2013, [Online]. Available: https://sid.ir/paper/160817/en

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