Facial Emotion Recognition from Feature Loss Media: Human versus Machine Learning Algorithms

Diwakar Y Dube; Mathy vandhana Sannasi; Markos Kyritsis; Stephen R Gulliver

doi:10.1016/j.chb.2025.108806

Facial Emotion Recognition from Feature Loss Media: Human versus Machine Learning Algorithms

Diwakar Y Dube
, Mathy vandhana Sannasi
, Markos Kyritsis
, Stephen R Gulliver

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

18 Downloads (Pure)

Original language	English
Article number	108806
Journal	Computers in Human Behavior
Volume	174
Early online date	22 Sept 2025
DOIs	https://doi.org/10.1016/j.chb.2025.108806
Publication status	Published - Jan 2026

Keywords

Artificial Emotion Recognition (AER), Convolutional Neural Networks (CNN), Machine Learning (ML), Feature extraction, Singular vectors, Low resolution images

Access to Document

10.1016/j.chb.2025.108806

Accepted ManuscriptAccepted author manuscript, 1.34 MBLicence: CC BY

Cite this

@article{bdec83973bf743b8aea269aee7082326,

title = "Facial Emotion Recognition from Feature Loss Media: Human versus Machine Learning Algorithms",

keywords = "Artificial Emotion Recognition (AER), Convolutional Neural Networks (CNN), Machine Learning (ML), Feature extraction, Singular vectors, Low resolution images",

author = "Dube, \{Diwakar Y\} and Sannasi, \{Mathy vandhana\} and Markos Kyritsis and Gulliver, \{Stephen R\}",

year = "2026",

month = jan,

doi = "10.1016/j.chb.2025.108806",

language = "English",

volume = "174",

journal = "Computers in Human Behavior",

issn = "0747-5632",

publisher = "Elsevier Ltd",

}

TY - JOUR

T1 - Facial Emotion Recognition from Feature Loss Media

T2 - Human versus Machine Learning Algorithms

AU - Dube, Diwakar Y

AU - Sannasi, Mathy vandhana

AU - Kyritsis, Markos

AU - Gulliver, Stephen R

PY - 2026/1

Y1 - 2026/1

KW - Artificial Emotion Recognition (AER), Convolutional Neural Networks (CNN), Machine Learning (ML), Feature extraction, Singular vectors, Low resolution images

U2 - 10.1016/j.chb.2025.108806

DO - 10.1016/j.chb.2025.108806

M3 - Article

SN - 0747-5632

VL - 174

JO - Computers in Human Behavior

JF - Computers in Human Behavior

M1 - 108806

ER -