Road Information Collector Using Smartphone for Measuring Road Width Based on Object and Lane Detection

Authors

  • Surya Michrandi Nasution Institut Teknologi Bandung
  • Emir Husni Institut Teknologi Bandung
  • Kuspriyanto Kuspriyanto Institut Teknologi Bandung
  • Rahadian Yusuf Institut Teknologi Bandung
  • Rahmat Mulyawan Institut Teknologi Bandung

DOI:

https://doi.org/10.3991/ijim.v14i02.11530

Keywords:

Road Information, Road Width, Object Detection, Lane Detection, Vanishing Point

Abstract


This paper proposed an application for Android smartphone to collect road information. That information will be extracted to acquire road width, so the drivers could use right alternate routes for their types of vehicle. Object and lane detection are both used for obtaining road width when lane boundaries are detected in road image otherwise, road width is obtained using a vanishing point method. The average error rate for road width measurement using object and lane detection is 19.71%. Meanwhile, the average error rate when there is no lane boundary is in the range of 10-15%, 8-18%, and 10-19% for various capturing sides. Reclassification of the road is done when the error rate of road width is set. Accuracy of road category reclassification is in the range of 70-75% in various sides.

Author Biographies

Surya Michrandi Nasution, Institut Teknologi Bandung

School of Electrical Engineering and Informatics

Emir Husni, Institut Teknologi Bandung

School of Electrical Engineering and Informatics

Kuspriyanto Kuspriyanto, Institut Teknologi Bandung

School of Electrical Engineering and Informatics

Rahadian Yusuf, Institut Teknologi Bandung

School of Electrical Engineering and Informatics

Rahmat Mulyawan, Institut Teknologi Bandung

School of Electrical Engineering and Informatics

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Published

2020-02-10

How to Cite

Nasution, S. M., Husni, E., Kuspriyanto, K., Yusuf, R., & Mulyawan, R. (2020). Road Information Collector Using Smartphone for Measuring Road Width Based on Object and Lane Detection. International Journal of Interactive Mobile Technologies (iJIM), 14(02), pp. 42–61. https://doi.org/10.3991/ijim.v14i02.11530

Issue

Vol. 14 No. 02 (2020)

Section

Papers

License

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