Proceedings of the Multimedia University Engineering Conference (MECON 2022)

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A Systematic Review on Facial Expression Based Emotion Recognition System for Smart Homes

Authors
Nor Azlina Ab. Aziz1, *, Tawsif Khan1, Kamarulzaman Ab. Aziz2, Muhammad Anas Hasnul1, Sharifah Noor Masidayu Sayed Ismail3
1Faculty of Engineering and Technology, Multimedia University, Melaka, Malaysia
2Faculty of Business, Multimedia University, Melaka, Malaysia
3Faculty of Information, Science and Technology, Multimedia University, Melaka, Malaysia
*Corresponding author. Email: azlina.aziz@mmu.edu.my
Corresponding Author
Nor Azlina Ab. Aziz
Available Online 23 December 2022.
DOI
10.2991/978-94-6463-082-4_5How to use a DOI?
Keywords
Facial expression; emotion recognition system; smart homes
Abstract

Emotion recognition system (ERS) is a technology that enables machines to recognize human’s emotion. The machines use various modalities as input such as facial expression, voice intonation, gait, brain’s electroencephalogram (EEG) and heart’s electrocardiogram (ECG) to interpret human’s current state of emotion. The advancement of learning algorithms supported the growth of this area. The ERS can be adopted in many application areas including smart homes. The incorporation of ERS for smart homes has the potential to help improving occupants’ comfort and also quality of life. This paper presents a systematic review that focused on research of facial expression based ERS for smart homes application. The review is limited to works reported over the last decade, from year 2011 till 2021.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the Multimedia University Engineering Conference (MECON 2022)
Series
Advances in Engineering Research
Publication Date
23 December 2022
ISBN
978-94-6463-082-4
ISSN
2352-5401
DOI
10.2991/978-94-6463-082-4_5How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Nor Azlina Ab. Aziz
AU  - Tawsif Khan
AU  - Kamarulzaman Ab. Aziz
AU  - Muhammad Anas Hasnul
AU  - Sharifah Noor Masidayu Sayed Ismail
PY  - 2022
DA  - 2022/12/23
TI  - A Systematic Review on Facial Expression Based Emotion Recognition System for Smart Homes
BT  - Proceedings of the Multimedia University Engineering Conference (MECON 2022)
PB  - Atlantis Press
SP  - 28
EP  - 37
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-082-4_5
DO  - 10.2991/978-94-6463-082-4_5
ID  - Aziz2022
ER  -