Title :
Prediction of the Interactive Dynamics of Stimulated Emotions: Chaos, Limit Cycles and Stability
Author :
Ghosh, Madhumala ; Chakrabarty, Aruna ; Konar, Amit ; Nagar, Atulya
Author_Institution :
ETCE Dept., Jadavpur Univ., Kolkata
Abstract :
The paper attempts to model the interactive dynamics of competitive/co-operative emotions, aroused by audio-visual stimulus. Parameter variations of the dynamics results in three specific dynamic behavior including chaos, limit cycles and stability. An analysis of the dynamics yields the parametric conditions for stability and chaos. Known audio-visual stimulus is used to predict the emotive state of the dynamics from the external manifestation of emotions in the facial expressions of the subjects. Such prediction helps in early detection of trauma and epilepsy.
Keywords :
emotion recognition; face recognition; audio-visual stimulus; co-operative emotions; competitive emotions; dynamic behavior; epilepsy detection; facial expressions; interactive dynamics; stimulated emotions prediction; trauma detection; Brain modeling; Chaos; Face detection; Humans; Limit-cycles; Magnetic resonance imaging; Motion pictures; Predictive models; Psychology; Stability analysis;
Conference_Titel :
Computer Modeling and Simulation, 2008. EMS '08. Second UKSIM European Symposium on
Conference_Location :
Liverpool
Print_ISBN :
978-0-7695-3325-4
Electronic_ISBN :
978-0-7695-3325-4
DOI :
10.1109/EMS.2008.103