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Autonomous Emotional Expression Generation of a Robotic Face

dc.citation.epage2432en_US
dc.citation.spage2427en_US
dc.contributor.authorHan, Meng-Juen_US
dc.contributor.authorLin, Chia-Howen_US
dc.contributor.authorSong, Kai-Taien_US
dc.contributor.department電控工程研究所zh_TW
dc.contributor.departmentInstitute of Electrical and Control Engineeringen_US
dc.date.accessioned2014-12-08T15:21:17Z
dc.date.available2014-12-08T15:21:17Z
dc.date.issued2009en_US
dc.description.abstractThis paper presents a novel design of autonomous robotic facial expression generation using a fuzzy-neuro network. The emotional characteristics of a robot can be specified in this design by assigning weights in the fuzzy-neuro network. The robotic face generates appropriate expressions in responding to the image recognition results of a user's emotional state and the assigned robotic emotional characteristics. In this study, two contrast emotional characteristics, optimistic and pessimistic, have been designed and tested to verify their responses to the recognized user emotional states (neutral, happiness, sadness and anger). Computer simulations of a robotic face show that the proposed facial expression generation system effectively responds to a user's emotional states in a human-like manner by fusing outputs of four facial expressions (boring, happiness, sadness and surprise).en_US
dc.identifier.doi10.1109/ICSMC.2009.5346383en_US
dc.identifier.isbn978-1-4244-2793-2en_US
dc.identifier.issn1062-922Xen_US
dc.identifier.journal2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9en_US
dc.identifier.urihttp://dx.doi.org/10.1109/ICSMC.2009.5346383en_US
dc.identifier.urihttps://ir.lib.nycu.edu.tw/handle/11536/15104
dc.identifier.wosnumberWOS:000279574601114
dc.language.isoen_USen_US
dc.subjectemotional characteristicsen_US
dc.subjectfacial expression generationen_US
dc.subjectfuzzy-neuro networken_US
dc.subjecthuman-robot interactionen_US
dc.titleAutonomous Emotional Expression Generation of a Robotic Faceen_US
dc.typeArticleen_US

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