A method for detecting damage of traffic marks by half celestial camera attached to cars

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

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

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.

本文言語English
ホスト出版物のタイトルProceedings of the 12th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MOBIQUITOUS 2015
出版社ICST
ページ226-233
ページ数8
ISBN(印刷版)9781631900723
DOI
出版ステータスPublished - 2015
イベント12th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MOBIQUITOUS 2015 - Coimbra, Portugal
継続期間: 2015 7 222015 7 24

Other

Other12th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MOBIQUITOUS 2015
CountryPortugal
CityCoimbra
Period15/7/2215/7/24

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Computational Theory and Mathematics
  • Software

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