A Method for Detecting Damage of Traffic Marks by Half Celestial Camera Attached to Cars

Journal Title: EAI Endorsed Transactions on Cognitive Communications - Year 2015, Vol 1, Issue 5

Abstract

Roads are becoming deterioration in everywhere. In some places, traffic marks painted on roads are damaged thus needed to be updated. Municipalities must manage road condition and traffic marks (road painting). It is the municipalities task to manage those roads using, for example, special inspection cars and human eyes. However, the management cost is high if a city contains many roads. This paper proposes a mechanism that automates this management. Our idea is to leverage cameras attached to garbage trucks, which run through the entire city almost everyday. The mechanism collects road images and detects damaged traffic marks using an image recognition algorithm. This paper shows the algorithm and reports the benchmark results. The benchmark showed that the mechanism can detect the damaged traffic marks with 76.6% precision.

Authors and Affiliations

Takafumi Kawasaki, Takeshi Iwamoto, Michito Matsumoto, Takuro Yonezawa, Jin Nakazawa, Kazunori Takashio, Hideyuki Tokuda

Keywords

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  • EP ID EP45637
  • DOI http://dx.doi.org/10.4108/eai.22-7-2015.2260306
  • Views 250
  • Downloads 0

How To Cite

Takafumi Kawasaki, Takeshi Iwamoto, Michito Matsumoto, Takuro Yonezawa, Jin Nakazawa, Kazunori Takashio, Hideyuki Tokuda (2015). A Method for Detecting Damage of Traffic Marks by Half Celestial Camera Attached to Cars. EAI Endorsed Transactions on Cognitive Communications, 1(5), -. https://europub.co.uk/articles/-A-45637