Retrieving emotion from motion analysis: in a real time parallel framework for robots

T. Lourens; E.I. Barakova

doi:10.1007/978-3-642-10684-2_48

Retrieving emotion from motion analysis: in a real time parallel framework for robots

T. Lourens, E.I. Barakova

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

5 Citations (Scopus)

Abstract

This paper presents a parallel real time framework for emotion extraction from video fragments of human movements. Its framework is used for tracking of a waving hand by evaluation of moving skin-colored objects. The tracking analysis demonstrates that acceleration and frequency characteristics of the traced objects are relevant for classification of the emotional expressiveness of human movements. The solution is part of a larger project on interaction between a human and a humanoid robot with the aim of training social behavioral skills to autistic children with robots acting in a natural environment.

Original language	English
Title of host publication	Neural Information Processing. 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009. Proceedings, Part II
Editors	C.S. Leung, M. Lee, J.H Chan
Place of Publication	Berlin
Publisher	Springer
Pages	430-438
ISBN (Print)	978-3-642-10682-8
DOIs	https://doi.org/10.1007/978-3-642-10684-2_48
Publication status	Published - 2009
Event	16th International Conference on Neural Information Processing (ICONIP 2009) - Bangkok, Thailand Duration: 1 Dec 2009 → 5 Dec 2009 Conference number: 16

Publication series

Name	Lecture Notes in Computer Science
Volume	5864
ISSN (Print)	0302-9743

Conference

Conference	16th International Conference on Neural Information Processing (ICONIP 2009)
Abbreviated title	ICONIP 2009
Country/Territory	Thailand
City	Bangkok
Period	1/12/09 → 5/12/09

Access to Document

10.1007/978-3-642-10684-2_48

Cite this

Lourens, T., & Barakova, E. I. (2009). Retrieving emotion from motion analysis: in a real time parallel framework for robots. In C. S. Leung, M. Lee, & J. H. Chan (Eds.), Neural Information Processing. 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009. Proceedings, Part II (pp. 430-438). (Lecture Notes in Computer Science; Vol. 5864). Springer. https://doi.org/10.1007/978-3-642-10684-2_48

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title = "Retrieving emotion from motion analysis: in a real time parallel framework for robots",

abstract = "This paper presents a parallel real time framework for emotion extraction from video fragments of human movements. Its framework is used for tracking of a waving hand by evaluation of moving skin-colored objects. The tracking analysis demonstrates that acceleration and frequency characteristics of the traced objects are relevant for classification of the emotional expressiveness of human movements. The solution is part of a larger project on interaction between a human and a humanoid robot with the aim of training social behavioral skills to autistic children with robots acting in a natural environment.",

author = "T. Lourens and E.I. Barakova",

year = "2009",

doi = "10.1007/978-3-642-10684-2_48",

language = "English",

isbn = "978-3-642-10682-8",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "430--438",

editor = "C.S. Leung and M. Lee and J.H Chan",

booktitle = "Neural Information Processing. 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009. Proceedings, Part II",

address = "Germany",

note = "16th International Conference on Neural Information Processing (ICONIP 2009), ICONIP 2009 ; Conference date: 01-12-2009 Through 05-12-2009",

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Lourens, T & Barakova, EI 2009, Retrieving emotion from motion analysis: in a real time parallel framework for robots. in CS Leung, M Lee & JH Chan (eds), Neural Information Processing. 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009. Proceedings, Part II. Lecture Notes in Computer Science, vol. 5864, Springer, Berlin, pp. 430-438, 16th International Conference on Neural Information Processing (ICONIP 2009), Bangkok, Thailand, 1/12/09. https://doi.org/10.1007/978-3-642-10684-2_48

Retrieving emotion from motion analysis: in a real time parallel framework for robots. / Lourens, T.; Barakova, E.I.
Neural Information Processing. 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009. Proceedings, Part II. ed. / C.S. Leung; M. Lee; J.H Chan. Berlin: Springer, 2009. p. 430-438 (Lecture Notes in Computer Science; Vol. 5864).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Lourens, T.

AU - Barakova, E.I.

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PY - 2009

Y1 - 2009

N2 - This paper presents a parallel real time framework for emotion extraction from video fragments of human movements. Its framework is used for tracking of a waving hand by evaluation of moving skin-colored objects. The tracking analysis demonstrates that acceleration and frequency characteristics of the traced objects are relevant for classification of the emotional expressiveness of human movements. The solution is part of a larger project on interaction between a human and a humanoid robot with the aim of training social behavioral skills to autistic children with robots acting in a natural environment.

AB - This paper presents a parallel real time framework for emotion extraction from video fragments of human movements. Its framework is used for tracking of a waving hand by evaluation of moving skin-colored objects. The tracking analysis demonstrates that acceleration and frequency characteristics of the traced objects are relevant for classification of the emotional expressiveness of human movements. The solution is part of a larger project on interaction between a human and a humanoid robot with the aim of training social behavioral skills to autistic children with robots acting in a natural environment.

U2 - 10.1007/978-3-642-10684-2_48

DO - 10.1007/978-3-642-10684-2_48

M3 - Conference contribution

SN - 978-3-642-10682-8

T3 - Lecture Notes in Computer Science

SP - 430

EP - 438

BT - Neural Information Processing. 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009. Proceedings, Part II

A2 - Leung, C.S.

A2 - Lee, M.

A2 - Chan, J.H

PB - Springer

CY - Berlin

T2 - 16th International Conference on Neural Information Processing (ICONIP 2009)

Y2 - 1 December 2009 through 5 December 2009

ER -

Lourens T, Barakova EI. Retrieving emotion from motion analysis: in a real time parallel framework for robots. In Leung CS, Lee M, Chan JH, editors, Neural Information Processing. 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009. Proceedings, Part II. Berlin: Springer. 2009. p. 430-438. (Lecture Notes in Computer Science). doi: 10.1007/978-3-642-10684-2_48

Retrieving emotion from motion analysis: in a real time parallel framework for robots

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