Path: Top -> Journal -> Telkomnika -> 2019 -> Vol 17, No 4, August 2019

Road markers classification using binary scanning and slope contours

Journal from gdlhub / 2019-06-27 11:29:01
Oleh : Zamani Md Sani, Hadhrami Abd Ghani, Rosli Besar, Azizul Azizan, Telkomnika
Dibuat : 2019-06-27, dengan 1 file

Keyword : autonomous car, binary scan, road marker, slope contour
Url : http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/12759
Sumber pengambilan dokumen : WEB

Road markers guide the driver while driving on the road to control the traffic for the safety of the road users. With the booming autonomous car technology, the road markers classification is important in its vision segment to navigate the autonomous car. A new method is proposed in this paper to classify five types of road markers namely dashed, single, double, solid-dashed and dashed-solid which are commonly found on the two lane single carriageway. The classification is using unique feature acquired from the binary image by scanning on each of the images to calculate the frequency of binary transition. Another feature which is the slopes between the two centroids which allow the proposed method, to perform the classification within the same video frame period. This proposed method has been observed to achieve an accuracy value of at least 93%, which is higher than the accuracy value achieved by the existing methods.

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PropertiNilai Properti
ID Publishergdlhub
OrganisasiTelkomnika
Nama KontakHerti Yani, S.Kom
AlamatJln. Jenderal Sudirman
KotaJambi
DaerahJambi
NegaraIndonesia
Telepon0741-35095
Fax0741-35093
E-mail Administratorelibrarystikom@gmail.com
E-mail CKOelibrarystikom@gmail.com

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