International Journal of Informatics and Communication Technology (IJ-ICT)
Vol 14, No 1: April 2025

Real time hand gesture detection by using convolutional neural network for in-vehicle infortainment systems

Yaakob Wan Bejuri, Wan Mohd (Unknown)
Asmai, Siti Azira (Unknown)
Ikram, Raja Rina Raja (Unknown)
Rahim, Nur Raidah (Unknown)
Khambari, Najwan (Unknown)
Azmi, Mohd Sanusi (Unknown)
Sholva, Yus (Unknown)



Article Info

Publish Date
01 Apr 2025

Abstract

Nowadays, a variety of technologies on autonomous vehicles have been extensively developed, including in-vehicle infotainment (IVI). It have been noted as one of the key services in the automobile industry. In the near future, people will be able to watch some virtual reality (VR) movies through the streaming service provided in the vehicle. However, a person sometime not tend to be joy while watching espcially when the remote controller or audio sensory controller lack of battery or too far from IVI panel. Thus, the purpose of this research is to design a scheme of real time hand gesture detection for in-vehicle infotainment system, in order to create human computer experience. In this research, the image of human palm hand will be taken by using camera for recognize the hand gesture action. This proposed scheme will recognize human gesture and convert to be computer intruction, that can be understood by IVI device. As a result, it show our proposed scheme can be the most consistent in term of accuracy and loss compared to others method. Overall, this research represents a significant step toward improving better user experience. Furthermore, the proposed scheme is anticipated to contribute significantly to the IVI field, benefiting both academia and societal outcomes.

Copyrights © 2025






Journal Info

Abbrev

IJICT

Publisher

Subject

Computer Science & IT

Description

International Journal of Informatics and Communication Technology (IJ-ICT) is a common platform for publishing quality research paper as well as other intellectual outputs. This Journal is published by Institute of Advanced Engineering and Science (IAES) whose aims is to promote the dissemination of ...