Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Continuous emotion estimation for human machine interaction Subject The topic of the resource Arousal; Emotion recognition; Face detection; Linear regression; Valance Description An account of the resource Humans are able to interact and bond very efficiently with other species because every living organism has some form of emotion in them. Due to the advances in science and technology human life has become more dependent on machines for better living. The recent advances in technology enabled machines to become smarter but not efficient in terms of interaction with humans. Hence to address this issue and to bridge the gap between human machine interactions we propose a system to estimate human emotions from facial expressions. We believe that facial expressions are a form of nonverbal communication and primary means of conveying information. The system uses linear regression model to calculate emotional state of a facial expression which is mapped onto continuous 2-D coordinates with arousal and valence as axis from a captured digital image. Thus the proposed method estimates emotion continuously and predictively like humans rather than classifying the emotions because emotions are continuous and they have many dimensions. By estimating emotions continuously machines can better interact with humans. Experimental results showed that our system provides superior predictive performance. 2015 American Scientific Publishers. All rights reserved. Creator An entity primarily responsible for making the resource Lee H.-S.; Xu M.; Karuppusamy N.S.; Kang B.-Y. Source A related resource from which the described resource is derived Advanced Science Letters, Vol-21, No. 3, pp. 404-407. Publisher An entity responsible for making the resource available American Scientific Publishers Date A point or period of time associated with an event in the lifecycle of the resource 2015-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1166/asl.2015.5773" target="_blank" rel="noreferrer noopener">https://doi.org/10.1166/asl.2015.5773</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-84941133918&amp;doi=10.1166%2Fasl.2015.5773&amp;partnerID=40&amp;md5=dc6873d6bd593944c25d735827a2abbe" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-84941133918&amp;doi=10.1166%2fasl.2015.5773&amp;partnerID=40&amp;md5=dc6873d6bd593944c25d735827a2abbe</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 19366612 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Lee H.-S., School of Mechanical Engineering, Kyungpook National University, Daegu, 702-701, South Korea; Xu M., School of Mechanical Engineering, Kyungpook National University, Daegu, 702-701, South Korea; Karuppusamy N.S., Department of Mechanical Engineering, Christ University, Bangalore, 560029, Karnataka, India; Kang B.-Y., School of Mechanical Engineering, Kyungpook National University, Daegu, 702-701, South Korea