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

John Chris T Kwong; Felan Carlo Garcia; Patricia Angela R Abu; Rosula SJ Reyes

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

John Chris T Kwong, Felan Carlo Garcia, Patricia Angela R Abu, Rosula SJ Reyes

Ateneo de Manila University

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Electronics, Computer, and Communications Engineering Faculty Publications
State	Published - Jan 1 2019

Keywords

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

Disciplines

Electrical and Computer Engineering

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https://ieeexplore.ieee.org/abstract/document/8650192?casa_token=rDm6Uy5Oll8AAAAA:EWtkdU3WJ8qImh72RxUNfJVK94d3vnwr_zr_brS9l43avRb5s2YQB02OWPdRhkDd2DTNKLU5_Ko

Cite this

Kwong, J. C. T., Garcia, F. C., Abu, P. A. R., & Reyes, R. SJ. (2019). Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms. Electronics, Computer, and Communications Engineering Faculty Publications. https://ieeexplore.ieee.org/abstract/document/8650192?casa_token=rDm6Uy5Oll8AAAAA:EWtkdU3WJ8qImh72RxUNfJVK94d3vnwr_zr_brS9l43avRb5s2YQB02OWPdRhkDd2DTNKLU5_Ko

Kwong, JCT, Garcia, FC, Abu, PAR & Reyes, RSJ 2019, 'Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms', Electronics, Computer, and Communications Engineering Faculty Publications. <https://ieeexplore.ieee.org/abstract/document/8650192?casa_token=rDm6Uy5Oll8AAAAA:EWtkdU3WJ8qImh72RxUNfJVK94d3vnwr_zr_brS9l43avRb5s2YQB02OWPdRhkDd2DTNKLU5_Ko>

@article{bcd46ad16357473c87f2f4a489af27e6,

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

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

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

note = "J. C. T. Kwong, F. C. C. Garcia, P. A. R. Abu and R. S. J. Reyes, {"}Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms,{"} TENCON 2018 - 2018 IEEE Region 10 Conference, Jeju, Korea (South), 2018, pp. 2045-2049. doi: 10.1109/TENCON.2018.8650192",

year = "2019",

month = jan,

day = "1",

language = "American English",

journal = "Electronics, Computer, and Communications Engineering Faculty Publications",

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TY - JOUR

T1 - Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms

AU - Kwong, John Chris T

AU - Garcia, Felan Carlo

AU - Abu, Patricia Angela R

AU - Reyes, Rosula SJ

N1 - J. C. T. Kwong, F. C. C. Garcia, P. A. R. Abu and R. S. J. Reyes, "Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms," TENCON 2018 - 2018 IEEE Region 10 Conference, Jeju, Korea (South), 2018, pp. 2045-2049. doi: 10.1109/TENCON.2018.8650192

PY - 2019/1/1

Y1 - 2019/1/1

KW - emotion recognition via facial expression

KW - feature descriptor

KW - histogram of oriented gradient

KW - local binary pattern

KW - support vector machine

KW - k-fold cross-validation

UR - https://archium.ateneo.edu/ecce-faculty-pubs/34

UR - https://ieeexplore.ieee.org/abstract/document/8650192?casa_token=rDm6Uy5Oll8AAAAA:EWtkdU3WJ8qImh72RxUNfJVK94d3vnwr_zr_brS9l43avRb5s2YQB02OWPdRhkDd2DTNKLU5_Ko

M3 - Article

JO - Electronics, Computer, and Communications Engineering Faculty Publications

JF - Electronics, Computer, and Communications Engineering Faculty Publications

ER -

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

Keywords

Disciplines

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