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Development of Low Cost and Simplified Machine Vision System for Inspection of Pavement Crack

Research Project

Project/Area Number 15K18097
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Civil engineering materials/Construction/Construction management
Research InstitutionMuroran Institute of Technology

Principal Investigator

ASADA Takumi  室蘭工業大学, 工学研究科, 助教 (50634680)

Research Collaborator KAMEYAMA Syuichi  北海道科学大学, 都市環境学科, 教授
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2015: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords舗装点検 / 道路維持管理 / 画像解析 / 低コスト / 点検コスト低減 / 舗装ひび割れ / 点検精度 / 将来交通量予測 / 舗装 / ひび割れ / 目視点検 / 道路
Outline of Final Research Achievements

In this study, we developed the low cost and simplified machine vision system for inspection of pavement crack.And Walking inspection and travelling vehicle inspection are proposed for the visual inspection. And travelling vehicle inspection is executed on the pavements which surface condition have been measured by road surface measuring device and accuracy of the visual inspection is discussed. Rate of correct answers, the rate of correct answers was about 60% for crack. We have analyzed the characteristics of road distribution in local area using panorama image from Google street view.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (6 results)

All 2016 2015

All Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 4 results,  Open Access: 2 results) Presentation (2 results)

  • [Journal Article] EXHAUSTIVE ANALYSIS OF LOCAL LANDSCAPE FOR WIDE-AREA USING PANORAMA IMAGE OF GOOGLE STREET VIEW2016

    • Author(s)
      浅田拓海,亀山修一
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 72 Issue: 5 Pages: I_383-I_392

    • DOI

      10.2208/jscejipm.72.I_383

    • NAID

      130005435634

    • ISSN
      2185-6540
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] FACTOR ANALYSIS OF RESIDENTIAL LIFE USING BASIC SURVEY OF CITY PLANNING WITH BUILDING ATTRIBUTE INFORMATION2016

    • Author(s)
      浅田拓海,田中優太,Woramol Chaowarat,有村幹治
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 72 Issue: 5 Pages: I_269-I_275

    • DOI

      10.2208/jscejipm.72.I_269

    • NAID

      130005435675

    • ISSN
      2185-6540
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 舗装路面の目視点検の精度に関する研究2015

    • Author(s)
      亀山修一,金森弘晃,井上昌幸,浅田拓海,川端伸一郎
    • Journal Title

      土木学会論文集E1(舗装工学)

      Volume: 71

    • NAID

      130005123658

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] シーニックバイウェイ北海道における道路内部景観の北海道らしさの定量評価手法の開発2015

    • Author(s)
      亀山修一,浅田拓海,石田眞二
    • Journal Title

      ランドスケープ研究(オンライン論文集)

      Volume: 8 Pages: 73-80

    • NAID

      130005103660

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Presentation] 都市計画基礎調査データを用いた居住地分布の逐次的中期予測手法の開発2016

    • Author(s)
      森本拓磨,浅田拓海,有村幹治
    • Organizer
      第54回土木計画学研究発表会(秋大会)
    • Place of Presentation
      長崎大学(長崎県長崎市)
    • Year and Date
      2016-11-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] Googleストリートビュー画像を用いた道路景観の地域内分布特性の分析2015

    • Author(s)
      浅田拓海,亀山修一
    • Organizer
      土木計画学研究発表会
    • Place of Presentation
      秋田大学(秋田県秋田市)
    • Year and Date
      2015-11-22
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2018-03-22  

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