International Journal of Electrical and Computer Engineering
Vol 11, No 4: August 2021

Advances in lane marking detection algorithms for all-weather conditions

Hadhrami Ab Ghani (University Malaysia Kelantan)
Rosli Besar (Multimedia Universitty)
Zamani Md Sani (Universiti Teknikal Malaysia Melaka)
Mohd Nazeri Kamaruddin (Multimedia Universitty)
Syabeela Syahali (Multimedia Universitty)
Atiqullah Mohamed Daud (Multimedia Universitty)
Aerun Martin (Multimedia Universitty)



Article Info

Publish Date
01 Aug 2021

Abstract

Driving vehicles in all-weather conditions is challenging as the lane markers tend to be unclear to the drivers for detecting the lanes. Moreover, the vehicles will move slower hence increasing the road traffic congestion which causes difficulties in detecting the lane markers especially for advanced driving assistance systems (ADAS). Therefore, this paper conducts a thorough review on vision-based lane marking detection algorithms developed for all-weather conditions. The review methodology consists of two major areas, which are a review on the general system models employed in the lane marking detection algorithms and a review on the types of weather conditions considered for the algorithms. Throughout the review process, it is observed that the lane marking detection algorithms in literature have mostly considered weather conditions such as fog, rain, haze and snow. A new contour-angle method has also been proposed for lane marker detection. Most of the research work focus on lane detection, but the classification of the types of lane markers remains a significant research gap that is worth to be addressed for ADAS and intelligent transport systems.

Copyrights © 2021






Journal Info

Abbrev

IJECE

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Electrical and Computer Engineering (IJECE, ISSN: 2088-8708, a SCOPUS indexed Journal, SNIP: 1.001; SJR: 0.296; CiteScore: 0.99; SJR & CiteScore Q2 on both of the Electrical & Electronics Engineering, and Computer Science) is the official publication of the Institute of ...