Journal of Information Technology and Computer Engineering
Vol 7 No 01 (2023): Journal of Information Technology and Computer Engineering

ANN Models for Shoulder Pain Detection based on Human Facial Expression Covered by Mask

Rizka Hadelina (Unknown)
Muhammad Ilhamdi Rusydi (Unknown)
Mutia Firza (Unknown)
Oluwarotimi Williams Samuel (Unknown)

Article Info

Publish Date
31 Mar 2023

Abstract

Facial expressions are a method to communicate if someone feels pain. Moreover, coding facial movements to assess pain requires extensive training and is time-consuming for clinical practice. In addition, in Covid 19 pandemic, it was difficult to determine this expression due to the mask on the face. There for, it needs to develop a system that can detect the pain from facial expressions when a person is wearing a mask. There are 41 points used to form 19 geometrical features. It used 20.000 frames of 24 respondents from the dataset as secondary data . From these data, training, and testing were carried out using the ANN (Artificial Neural Network) method with a variation of the number of neurons in the hidden layer, i.e., 5, 10, 15, and 20 neurons. The results obtained from testing these data are the highest accuracy of 86% with the number of 20 hidden layers.

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Journal Info
Journal of Information Technology and Computer Engineering
Website

Abbrev

JITCE

Publisher

Universitas Andalas

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering

Description

Journal of Information Technology and Computer Engineering (JITCE) is a scholarly periodical. JITCE will publish research papers, technical papers, conceptual papers, and case study reports. This journal is organized by Computer System Department at Universitas Andalas, Padang, West Sumatra, ...