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Development of a new application method for forest 3-D point clouds

Research Project

Project/Area Number 15K14763
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Forest science
Research InstitutionForestry and Forest Products Research Institute

Principal Investigator

Hiraoka Yuichiro  国立研究開発法人森林総合研究所, 林木育種センター, 室長 (50370862)

Co-Investigator(Kenkyū-buntansha) 増田 宏  電気通信大学, 大学院情報理工学研究科, 教授 (40302757)
Co-Investigator(Renkei-kenkyūsha) MATSUSHITA Michinari  国立研究開発法人 森林総合研究所, 林木育種センター, 主任研究員 (70624899)
Research Collaborator SAITO Kazuto  
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords3次元点群 / 地上型レーザスキャナ / 樹木モデル / 高速処理 / 3次元点群 / 3次元点群データ / 森林 / 樹木個体
Outline of Final Research Achievements

In this study, our objective is to develop a new analysis method for 3-D point clouds obtained in forest stands using the terrestrial LiDAR. We developed a rapid and automatic method of dividing point clouds into each individual tree and of subdividing into stem, branch and foliage, and of modeling these organs. We also estimated morphological traits of the organs. We have evaluated several traits such as tree height and stem diameter based on the modeling method and validated the estimation. As a result, the validation showed that our method could accurately estimate those traits. We believe that the developed method in this study is effective for measuring morphological traits and it may be able to replace the traditional forest survey methods.

Report

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

    (9 results)

All 2017 2016 2015

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (8 results)

  • [Journal Article] Application of Terrestrial LiDAR for Forest Tree Breeding:2015

    • Author(s)
      平岡裕一郎、高橋誠、渡辺敦史
    • Journal Title

      Journal of the Japanese Forest Society

      Volume: 97 Issue: 6 Pages: 290-295

    • DOI

      10.4005/jjfs.97.290

    • NAID

      130005125222

    • ISSN
      1349-8509, 1882-398X
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 林木育種における新たな3次元点群処理技術の利用2017

    • Author(s)
      平岡裕一郎, 齋藤和人, 松下通也, 高橋誠, 増田宏
    • Organizer
      第128回日本森林学会大会
    • Place of Presentation
      鹿児島大学(鹿児島県鹿児島市)
    • Year and Date
      2017-03-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] 大規模点群を用いた森林の樹木形状生成手法2017

    • Author(s)
      齋藤和人, 平岡裕一郎, 増田宏, 松下通也, 高橋誠
    • Organizer
      第128回日本森林学会大会
    • Place of Presentation
      鹿児島大学(鹿児島県鹿児島市)
    • Year and Date
      2017-03-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] 大規模点群に基づく樹木のパラメータ自動抽出2017

    • Author(s)
      齋藤和人, 増田宏, 平岡裕一郎, 松下通也, 高橋誠
    • Organizer
      2017年度精密工学会春季大会
    • Place of Presentation
      慶應義塾大学(神奈川県横浜市)
    • Year and Date
      2017-03-13
    • Related Report
      2016 Annual Research Report
  • [Presentation] 森林の大規模点群データからの樹幹検出2016

    • Author(s)
      齋藤和人, 増田宏
    • Organizer
      Vision Engineering Workshop 2016
    • Place of Presentation
      パシフィコ横浜 アネックス・ホール(神奈川県横浜市)
    • Year and Date
      2016-12-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] Segmentation and Reconstruction of Tree Shapes from Large-Scale Point-Clouds2016

    • Author(s)
      K. Saito, T. Niwa, H. Masuda
    • Organizer
      The 16th International Conference on Precision Engineering (ICPE2016)
    • Place of Presentation
      静岡県浜松市
    • Year and Date
      2016-11-14
    • Related Report
      2015 Research-status Report
  • [Presentation] 三次元計測点群に基づく樹木の形状再構成 第3報2016

    • Author(s)
      齋藤和人, 増田宏, 平岡裕一郎, 松下通也, 高橋誠
    • Organizer
      2016年度精密工学会秋季大会
    • Place of Presentation
      茨城大学(茨城県水戸市)
    • Year and Date
      2016-09-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] 三次元計測点群に基づく樹木の形状再構成 第2報2016

    • Author(s)
      齋藤和人,丹羽 健,増田 宏
    • Organizer
      2016年度精密工学会春季大会
    • Place of Presentation
      東京理科大学
    • Year and Date
      2016-03-15
    • Related Report
      2015 Research-status Report
  • [Presentation] 三次元計測点群に基づく樹木の形状再構成2015

    • Author(s)
      齋藤和人,丹羽 健,増田 宏
    • Organizer
      2015年度精密工学会秋季大会
    • Place of Presentation
      東北大学
    • Year and Date
      2015-09-04
    • Related Report
      2015 Research-status Report

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

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