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The Loop of Nonverbal Communication Between Human and Virtual Actor: Mapping Between Spaces

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dc.contributor.authorVladimirov, R. D.
dc.contributor.authorDolenko, S. A.
dc.contributor.authorShirokiy, V. R.
dc.contributor.authorTikhomirova, D. V.
dc.contributor.authorSamsonovich, A. V.
dc.contributor.authorШирокий, Владимир Романович
dc.contributor.authorТихомирова, Дарья Валерьевна
dc.contributor.authorСамсонович, Алексей Владимир
dc.date.accessioned2024-11-29T10:49:43Z
dc.date.available2024-11-29T10:49:43Z
dc.date.issued2021
dc.description.abstract© 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.There is a question about the appropriate emotional and expressive language of a virtual actor. In this paper we study facial expressions. We investigate the transformations between the space of Action Units and the standard affective space in the loop of nonverbal communication between a person and a virtual actor using facial expressions [1]. We are mapping both dimensions into each other using various machine learning algorithms. Action Units space was mapped into emotional space directly using artificial neural networks. Emotional space was mapped into Action Units space with help of dimensionality reduction followed by clusterization of the latter. After the final synthesis, the facial expression of virtual actor can be determined.
dc.format.extentС. 484-489
dc.identifier.citationThe Loop of Nonverbal Communication Between Human and Virtual Actor: Mapping Between Spaces / Vladimirov, R.D. [et al.] // Advances in Intelligent Systems and Computing. - 2021. - 1310. - P. 484-489. - 10.1007/978-3-030-65596-9_58
dc.identifier.doi10.1007/978-3-030-65596-9_58
dc.identifier.urihttps://www.doi.org/10.1007/978-3-030-65596-9_58
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85098189320&origin=resultslist
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/23528
dc.relation.ispartofAdvances in Intelligent Systems and Computing
dc.titleThe Loop of Nonverbal Communication Between Human and Virtual Actor: Mapping Between Spaces
dc.typeConference Paper
dspace.entity.typePublication
oaire.citation.volume1310
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