Performance comparison between RGB and HSV color segmentations for road signs detection

Mohd Ali, Nursabillilah and Mohd Mustafah, Yasir and Alang Md Rashid, Nahrul Khair (2013) Performance comparison between RGB and HSV color segmentations for road signs detection. Applied Mechanics and Materials, 393. pp. 550-555. ISSN 1660-9336

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Abstract

This paper compares the performance of RGB and HSV color segmentations method in road signs detection. The road signs images are taken under various illumination changes, partial occlusion and rotational changes. The proposed algorithms using both RGB and HSV color space are able to detect the 3 standard types of colored images namely Red, Yellow and Blue. The experiment shows that the HSV color algorithm achieved better detection accuracy compared to RGB color space.

Item Type:	Article (Journal)
Additional Information:	5107/35992
Uncontrolled Keywords:	Color segmentation; Detection; HSV and RGB color space; Partial occlusion
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	Dr Yasir Mohd Mustafah
Date Deposited:	10 Mar 2014 15:44
Last Modified:	10 Mar 2014 15:44
URI:	http://irep.iium.edu.my/id/eprint/35992

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