TY - GEN
T1 - Exploring the Facial and Neurological Activation Due to Predetermined Visual Stimulus Using Kinect and Emotiv Sensors
AU - Plazas-Molano, Andrea Catalina
AU - Duarte-González, Mario Enrique
AU - Blanco-Díaz, Cristian Felipe
AU - Jaramillo-Isaza, Sebastián
N1 - Publisher Copyright:
© 2020, Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - In recent years, technologies such as Kinect and Emotiv, combined with predetermined stimuli, have been widely used to perform studies in different fields such as neuromarketing, rehabilitation, medicine, among others. However, how facial and neurological activation parameters can be related has been little explored. This research aims to develop a way to synchronize data acquisition on both devices and find possible relationships between the data produced by facial tracking using the Kinect and the encephalographic signals obtained from the Emotiv. For this, an experimental design has been built with a population of 15 test subjects including both genders, who were exposed to a predetermined routine of images, which have been demonstrated and used by different neuroscience research centers since they can induce in humans emotions such as happiness, sadness, disgust or fear. Measurements were carried out in a controlled space, in total calm, away from any noise or interference that may affect data collection. Within the obtained results, it was identified some possible relationships between facial and encephalographic signals, as well as a dependent activation of the brain’s areas with the stimuli presented, in both the time and frequency domain.
AB - In recent years, technologies such as Kinect and Emotiv, combined with predetermined stimuli, have been widely used to perform studies in different fields such as neuromarketing, rehabilitation, medicine, among others. However, how facial and neurological activation parameters can be related has been little explored. This research aims to develop a way to synchronize data acquisition on both devices and find possible relationships between the data produced by facial tracking using the Kinect and the encephalographic signals obtained from the Emotiv. For this, an experimental design has been built with a population of 15 test subjects including both genders, who were exposed to a predetermined routine of images, which have been demonstrated and used by different neuroscience research centers since they can induce in humans emotions such as happiness, sadness, disgust or fear. Measurements were carried out in a controlled space, in total calm, away from any noise or interference that may affect data collection. Within the obtained results, it was identified some possible relationships between facial and encephalographic signals, as well as a dependent activation of the brain’s areas with the stimuli presented, in both the time and frequency domain.
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U2 - 10.1007/978-3-030-61834-6_23
DO - 10.1007/978-3-030-61834-6_23
M3 - Conference contribution
AN - SCOPUS:85094120887
SN - 9783030618339
T3 - Communications in Computer and Information Science
SP - 268
EP - 280
BT - Applied Computer Sciences in Engineering - 7th Workshop on Engineering Applications, WEA 2020, Proceedings
A2 - Figueroa-García, Juan Carlos
A2 - Garay-Rairán, Fabián Steven
A2 - Hernández-Pérez, Germán Jairo
A2 - Díaz-Gutierrez, Yesid
PB - Springer Science and Business Media Deutschland GmbH
T2 - 7th Workshop on Engineering Applications, WEA 2020
Y2 - 7 October 2020 through 9 October 2020
ER -