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Study on 3D Modeling of Outdoor Environments using Image Sequence

Research Project

Project/Area Number 24500234
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionHyogo Prefectural Institute of Technology

Principal Investigator

KANATANI TSUNETAKE  兵庫県立工業技術センター, その他部局等, 主席研究員 (10470254)

Co-Investigator(Kenkyū-buntansha) YOKOYA Naokazu  奈良先端科学技術大学院大学, 情報科学研究科, 教授 (10252834)
SATO Tomokazu  奈良先端科学技術大学院大学, 情報科学研究科, 准教授 (50362835)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords画像処理 / 屋外環境 / 三次元モデル / 移動物体 / 三次元点群
Outline of Final Research Achievements

Three-dimensional (3D) models of real road environments can be used in several applications. In this field, the environment is first measured using several types of sensors, and a 3D model of the environment is then constructed based on the results of the 3D measurements. In this 3D modeling process, 3D points that exist on moving objects become obstacles or outliers to enable the construction of an accurate 3D model. To solve this problem, we proposed a method for detecting 3D points on moving objects from 3D point cloud data based on photometric consistency and knowledge of the road environment. In addition, we confirmed the effectiveness of the proposed method through experiments for real outdoor environments.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (5 results)

All 2015 2014 2013 Other

All Journal Article (4 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 2 results) Remarks (1 results)

  • [Journal Article] 動画像処理を応用した屋外環境の三次元モデル化に関する研究2015

    • Author(s)
      金谷典武
    • Journal Title

      研究成果報告書

      Volume: 1 Pages: 1-37

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Detection of Moving Objects from Point Cloud Data Using Photometric Consistency and Prior Knowledge of Road Environment2014

    • Author(s)
      T. Kanatani, H. Kume, T. Taketomi, T. Sato, N. Yokoya
    • Journal Title

      Proc. of The Society of Instrument and Control Engineers Annual Conference 2014

      Volume: 1 Pages: 341-346

    • DOI

      10.1109/sice.2014.6935198

    • NAID

      120006659696

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Detection of 3D Points on Moving Objects from Point Cloud Data for 3D Modeling of Outdoor Environments2013

    • Author(s)
      T. Kanatani, H. Kume, T. Taketomi, T. Sato, and N. Yokoya
    • Journal Title

      Proc. of IEEE International Conference on Image Processing

      Volume: 1 Pages: 2163-2167

    • DOI

      10.1109/icip.2013.6738446

    • NAID

      120006659636

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 複合センサを利用した屋外環境の計測技術に関する研究2013

    • Author(s)
      金谷典武
    • Journal Title

      兵庫県立工業技術センター研究報告書

      Volume: 22 Pages: 34-34

    • Related Report
      2013 Research-status Report
  • [Remarks] ホームページ

    • URL

      http://www.hyogo-kg.jp/

    • Related Report
      2013 Research-status Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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