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Surroundings/Situation Recognition and Danger Detection for Active Safe Driving

Research Project

Project/Area Number 21500166
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionNagoya University

Principal Investigator

KATO Jien  名古屋大学, 情報科学研究科, 准教授 (70251882)

Co-Investigator(Kenkyū-buntansha) WATANABE Toyohide  名古屋大学, 大学院・情報科学研究科, 教授 (80093342)
LI Jie  筑波大学, システム情報工学研究科, 教授 (50251046)
KOJIRI Tomoko  関西大学, システム理工学部, 准教授 (40362298)
REN Xiangshi  高知工科大学, 工学部, 教授 (00287442)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2009: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords危険予測 / 安全運転支援 / 状況認識 / 環境認識 / 高度道路交通システム(ITS)
Research Abstract

We propose the" active safe driving support system" which is able to recognize the surroundings/situations and to detect the potential danger automatically. In this development, we have implemented the novel method which detects and localizes other traffic participants such as pedestrians and vehicle, using a probabilistic way to integrate image-feature-based detection and sparse 3D depth information together, under multi-cue model. This method provides fast and reliable estimation of the depth information.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (27 results)

All 2012 2011 2010 2009 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (16 results) Book (4 results) Remarks (1 results)

  • [Journal Article] Pedestrian Detection with Sparse Depth Estimation IEICE Trans2011

    • Author(s)
      Yu Wang, Jien Kato
    • Journal Title

      on Information and Systems

      Volume: E94-D8 Pages: 160-1699

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Pedestrian Detection with Sparse Depth Estimation2011

    • Author(s)
      Yu Wang, Jien Kato
    • Journal Title

      IEICE Trans.on Information and Systems

      Volume: E94-D, 8 Pages: 1690-1699

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 到達可能領域を用いた車両の挙動予測2010

    • Author(s)
      関山宜孝, 加藤ジェーン, 渡邉豊英
    • Journal Title

      電気学会論文誌(C)

      Volume: 130-C Pages: 1072-1077

    • NAID

      10026382883

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Reference View Generating of Traffic Intersection2010

    • Author(s)
      Yu Wang, Jien Kato
    • Journal Title

      ICIC Express Letters

      Volume: vol.4 Pages: 1083-1088

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 到達可能領域を用いた車両の挙動予測2010

    • Author(s)
      関山宜孝, 加藤ジェーン, 渡邉豊英
    • Journal Title

      電気学会論文誌(c)

      Volume: 130-C Pages: 1072-1077

    • NAID

      10026382883

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Reference View Generating of Traffic Intersection2010

    • Author(s)
      Yu Wang, Jien Kato
    • Journal Title

      ICIC Express Letters 4(in press)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 領域分割を用いた顕著性マップの学習2012

    • Author(s)
      原健翔,加藤ジェーン,石井健一郎
    • Organizer
      2012年電子情報通信学会総合大会
    • Place of Presentation
      岡山大学
    • Related Report
      2011 Final Research Report
  • [Presentation] 領域分割を用いた顕著性マップの学習2012

    • Author(s)
      原健翔, 加藤ジェーン, 石井健一郎
    • Organizer
      2012電子情報通信学会総合大会
    • Place of Presentation
      岡山大学
    • Related Report
      2011 Annual Research Report
  • [Presentation] Integrate Sparse Depth Information into Pedestrians Detection2011

    • Author(s)
      Yu Wang, Jien Kato, Kenichiro Ishii
    • Organizer
      Proc. of IAPR Workshop on Machine Vision Applications(MVA' 11)
    • Place of Presentation
      Nara, Japan
    • Related Report
      2011 Final Research Report
  • [Presentation] Integrate Sparse Depth Information into Pedestrians Detection2011

    • Author(s)
      Yu Wang, Jien Kato, Kenichiro Ishii
    • Organizer
      Proc.of IAPE Workshop on Machine Vision Applications (MVA'11)
    • Place of Presentation
      Nara, Japan
    • Related Report
      2011 Annual Research Report
  • [Presentation] Integrate Sparse Depth Information into Pedestrians Detection2011

    • Author(s)
      Yu Wang, Jien Kato, Kenichiro Ishii
    • Organizer
      Proc. of IAPR Workshop on Machine Vision Applications (MVA'11)
    • Place of Presentation
      Nara Centennial Hall
    • Related Report
      2010 Annual Research Report
  • [Presentation] Pedestrians Detection with Explicitly Estimated Sparse Depth2010

    • Author(s)
      Yu Wang, Jien Kato, Kenichiro Ishii, Shigeki Yokoi
    • Organizer
      電気関係学会東海支部連合大会講演論文集
    • Place of Presentation
      中部大学
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] Pedestrian Detection with Explicitly Estimated 3D Depth2010

    • Author(s)
      Yu Wang, Jien Kato, Shigeki Yokoi
    • Organizer
      Meeting on Image Recognition & Unders tanding(MIRU)
    • Place of Presentation
      Kushiro, Japan
    • Related Report
      2011 Final Research Report
  • [Presentation] Pedestrian Detection with Explicitly Estimated 3D Depth2010

    • Author(s)
      Yu Wang, Jien Kato, Shigeki Hokoi
    • Organizer
      MIRU2010
    • Place of Presentation
      釧路市観光国際交流センター
    • Related Report
      2010 Annual Research Report
  • [Presentation] Depth Added Pedestrians Detection with Stereo Cameras2009

    • Author(s)
      Yu Wang, Jien Kato
    • Organizer
      電気関係学会東海支部連合大会講演論文集
    • Place of Presentation
      愛知工業大学
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] Reference View Generating for Safe Driving Assistance2009

    • Author(s)
      Jien Kato, Yu Wang
    • Organizer
      the 4th Biennial Workshop on DSP for In-Vehicle Systems and Safety
    • Place of Presentation
      Dallas, U. S. A
    • Related Report
      2011 Final Research Report
  • [Presentation] Coupled Object Detection and Depth Estimation from Moving Vehicle2009

    • Author(s)
      Yu Wang, Jien Kato
    • Organizer
      the 4th Biennial Workshop on DSP for In-Vehicle Systems and Safety
    • Place of Presentation
      Dallas, U. S. A
    • Related Report
      2011 Final Research Report
  • [Presentation] Coupled Object Detection and Sparse Depth Estimation2009

    • Author(s)
      Yu Wang, Jien Kato, Toyohide Watanabe
    • Organizer
      電子情報通信学会技術研究報告(PRMU)
    • Place of Presentation
      岐阜大学
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] Predicting Attainable Region of Vehicle Using Trajectory Clustering2009

    • Author(s)
      Noritaka Sekiyama, Jien Kato, Toyohide Watanabe
    • Organizer
      The 11th IAPR Conference on Machine Vision Applications
    • Place of Presentation
      慶応大学
    • Related Report
      2011 Final Research Report
  • [Presentation] Reference View Generating for Safe Driving Assistance2009

    • Author(s)
      Jien Kato, Yu Wang
    • Organizer
      the 4th Biennial Workshop on DSP for In-Vehicle Systems and Safety
    • Place of Presentation
      Dallas, U.S.A
    • Related Report
      2009 Annual Research Report
  • [Presentation] Coupled Object Detection and Depth Estimation from Moving Vehile2009

    • Author(s)
      Yu Wang, Jien Kato
    • Organizer
      the 4th Biennial Workshop on DSP for In-Vehile Systems and Safety
    • Place of Presentation
      Dallas, U.S.A
    • Related Report
      2009 Annual Research Report
  • [Presentation] Predicting Attainable Region of Vehicle Using Trajectory Clustering2009

    • Author(s)
      Noritaka Sekiyama, Jien Kato, Toyohide Watanabe
    • Organizer
      The 11th IAPR Conference on Machine Vision Applications(MVA09),
    • Place of Presentation
      慶応大学
    • Related Report
      2009 Annual Research Report
  • [Book] Generate Reference Views of Traffic Intersection for Safe Driving Assistance2012

    • Author(s)
      Jien Kato
    • Publisher
      Springer
    • Related Report
      2011 Final Research Report
  • [Book] Generate Reference Views of Traffic Intersection for Safe Driving Assistance2012

    • Author(s)
      Yu Wang, Jien Kato
    • Publisher
      Springer
    • Related Report
      2011 Final Research Report
  • [Book] Chapter 14 : "Generate Reference Views of Traffic Intersection for Safe Driving Assistance", Digital Signal Processing for In-Vehicle Systems and Safety2012

    • Author(s)
      Jien Kato
    • Publisher
      Springer
    • Related Report
      2011 Annual Research Report
  • [Book] Chapter 16 : "Generate Reference Views of Traffic Intersection for Safe Driving Assistance", Digital Signal Processing for In-Vehicle Systems and Safety2012

    • Author(s)
      Yu Wang, Jien Kato
    • Publisher
      Springer
    • Related Report
      2011 Annual Research Report
  • [Remarks] ホームページ

    • URL

      http://www.mv.ss.is.nagoya-u.ac.jp/~jien/

    • Related Report
      2011 Final Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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