Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms

John Chris T. Kwong; Felan Carlo C. Garcia; Patricia Angela R. Abu; Rosula S.J. Reyes

doi:10.1109/TENCON.2018.8650192

Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms

John Chris T. Kwong, Felan Carlo C. Garcia, Patricia Angela R. Abu, Rosula S.J. Reyes

Advanced Science and Technology Institute

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2045-2049
Number of pages	5
ISBN (Electronic)	9781538654576
DOIs	https://doi.org/10.1109/TENCON.2018.8650192
State	Published - Jul 2 2018
Event	2018 IEEE Region 10 Conference, TENCON 2018 - Jeju, Korea, Republic of Duration: Oct 28 2018 → Oct 31 2018

Publication series

Name	IEEE Region 10 Annual International Conference, Proceedings/TENCON
Volume	2018-October
ISSN (Print)	2159-3442
ISSN (Electronic)	2159-3450

Conference

Conference	2018 IEEE Region 10 Conference, TENCON 2018
Country/Territory	Korea, Republic of
City	Jeju
Period	10/28/18 → 10/31/18

ASJC Scopus Subject Areas

Computer Science Applications
Electrical and Electronic Engineering

Keywords

emotion recognition via facial expression
feature descriptor
histogram of oriented gradient
k-fold cross-validation
local binary pattern
support vector machine

Access to Document

10.1109/TENCON.2018.8650192

Cite this

Kwong, J. C. T., Garcia, F. C. C., Abu, P. A. R., & Reyes, R. S. J. (2018). Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms. In Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference (pp. 2045-2049). Article 8650192 (IEEE Region 10 Annual International Conference, Proceedings/TENCON; Vol. 2018-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/TENCON.2018.8650192

Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms. / Kwong, John Chris T.; Garcia, Felan Carlo C.; Abu, Patricia Angela R. et al.
Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference. Institute of Electrical and Electronics Engineers Inc., 2018. p. 2045-2049 8650192 (IEEE Region 10 Annual International Conference, Proceedings/TENCON; Vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kwong, JCT, Garcia, FCC, Abu, PAR & Reyes, RSJ 2018, Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms. in Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference., 8650192, IEEE Region 10 Annual International Conference, Proceedings/TENCON, vol. 2018-October, Institute of Electrical and Electronics Engineers Inc., pp. 2045-2049, 2018 IEEE Region 10 Conference, TENCON 2018, Jeju, Korea, Republic of, 10/28/18. https://doi.org/10.1109/TENCON.2018.8650192

Kwong JCT, Garcia FCC, Abu PAR , Reyes RSJ. Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms. In Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference. Institute of Electrical and Electronics Engineers Inc. 2018. p. 2045-2049. 8650192. (IEEE Region 10 Annual International Conference, Proceedings/TENCON). doi: 10.1109/TENCON.2018.8650192

Kwong, John Chris T. ; Garcia, Felan Carlo C. ; Abu, Patricia Angela R. et al. / Emotion Recognition via Facial Expression : Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms. Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 2045-2049 (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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title = "Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms",

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author = "Kwong, {John Chris T.} and Garcia, {Felan Carlo C.} and Abu, {Patricia Angela R.} and Reyes, {Rosula S.J.}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 IEEE Region 10 Conference, TENCON 2018 ; Conference date: 28-10-2018 Through 31-10-2018",

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Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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