Optical flow based analyses to detect emotion from human facial image data

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dc.contributor.author Besinger, Axel en_US
dc.contributor.author Sztynda, Tamara en_US
dc.contributor.author Duthoit, Carmen en_US
dc.contributor.author Agbinya, Johnson en_US
dc.contributor.author Jap, Budi Thomas en_US
dc.contributor.author Eager, David en_US
dc.contributor.author Dissanayake, Gamini en_US
dc.contributor.author Lal, Sara en_US
dc.contributor.editor en_US
dc.date.accessioned 2011-02-07T06:23:04Z
dc.date.available 2011-02-07T06:23:04Z
dc.date.issued 2010 en_US
dc.identifier 2009005866 en_US
dc.identifier.citation Besinger Axel et al. 2010, 'Optical flow based analyses to detect emotion from human facial image data', Expert Systems with Applications, vol. 37, no. 12, pp. 8897-8902. en_US
dc.identifier.issn 0957-4174 en_US
dc.identifier.other C1 en_US
dc.identifier.uri http://hdl.handle.net/10453/13596
dc.description.abstract Artificial recognition of facial expression has attracted a lot of attention in the last few years and different facial expression detection methods have been developed. The current study uses a feature point tracking technique separately applied to the five facial image regions (eyebrows, eyes and mouth) to capture basic emotions. The used dataset contains a total 60 facial images from subject?s different genders and nationality not wearing glasses and/or facial hair. Results show that the used point tracking algorithm separately applied to the five facial image regions can detect emotions in image sequences. en_US
dc.language en_US
dc.publisher IEEE en_US
dc.relation.isbasedon http://dx.doi.org/10.1016/j.eswa.2010.05.063 en_US
dc.title Optical flow based analyses to detect emotion from human facial image data en_US
dc.parent Expert Systems with Applications en_US
dc.journal.volume 37 en_US
dc.journal.number 12 en_US
dc.publocation Piscataway, USA en_US
dc.identifier.startpage 8897 en_US
dc.identifier.endpage 8902 en_US
dc.cauo.name FEIT.School of Elec, Mech and Mechatronic Systems en_US
dc.conference Verified OK en_US
dc.for 080600 en_US
dc.personcode 0000062689 en_US
dc.personcode 860277 en_US
dc.personcode 010322 en_US
dc.personcode 040503 en_US
dc.personcode 030858 en_US
dc.personcode 101481 en_US
dc.personcode 950815 en_US
dc.personcode 011224 en_US
dc.percentage 33 en_US
dc.classification.name Information Systems en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom en_US
dc.date.activity en_US
dc.location.activity en_US
dc.description.keywords Emotion recognition; Facial expression recognition; Feature point tracking; Facial feature extraction; Motion extraction en_US
dc.staffid 011224 en_US

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