Graduate School and Research Center in Digital Sciences

Bimodal emotion recognition

Paleari, Marco; Chellali, Ryad; Huet, Benoit

ICSR 2010, International Conference on Social Robotics, November 23-24, 2010, Singapore / Also published as LNCS Volume 6414/2010

When interacting with robots we show a plethora of affective reactions typical of natural communications. Indeed, emotions are embedded on our communications and represent a predominant communication channel to convey relevant, high impact, information. In recent years more and more researchers have tried to exploit this channel for human robot (HRI) and human computer interactions (HCI). Two key abilities are needed for this purpose: the ability to display emotions and the ability to automatically recognize them. In this work we present our system for the computer based automatic recognition of emotions and the new results we obtained on a small dataset of quasi unconstrained emotional videos extracted from TV series and movies. The results are encouraging showing a recognition rate of about 74%.

Document Doi Bibtex

Title:Bimodal emotion recognition
Keywords:Emotion recognition - facial expressions - vocal expressions - prosody - affective computing - HRI
Type:Conference
Language:English
City:Singapore
Country:SINGAPORE
Date:
Department:Data Science
Eurecom ref:3286
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in ICSR 2010, International Conference on Social Robotics, November 23-24, 2010, Singapore / Also published as LNCS Volume 6414/2010 and is available at : http://dx.doi.org/10.1007/978-3-642-17248-9_32
Bibtex: @inproceedings{EURECOM+3286, doi = {http://dx.doi.org/10.1007/978-3-642-17248-9_32 }, year = {2010}, title = {{B}imodal emotion recognition }, author = {{P}aleari, {M}arco and {C}hellali, {R}yad and {H}uet, {B}enoit}, booktitle = {{ICSR} 2010, {I}nternational {C}onference on {S}ocial {R}obotics, {N}ovember 23-24, 2010, {S}ingapore / {A}lso published as {LNCS} {V}olume 6414/2010}, address = {{S}ingapore, {SINGAPORE}}, month = {11}, url = {http://www.eurecom.fr/publication/3286} }
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