• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Study on a novel modeling system for non-stationary objects such as fruit trees in the outdoor environment

Research Project

Project/Area Number 26450366
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Agricultural environmental engineering/Agricultural information engineering
Research InstitutionWakayama University

Principal Investigator

Nakamura Takayuki  和歌山大学, システム工学部, 教授 (50291969)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2014: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywordsスキャンマッチング / CIF特徴量 / 共振ミラー方式三次元測域センサ / 3次元スキャナー / ハイパースペクトルカメラ / 順序保存統合 / 超高感度カメラ / ライトフィールドカメラ
Outline of Final Research Achievements

In order to detect invariant features from multiple three dimensional data acquired under the outdoor environment, we conducted experiments using three kinds of cameras with different characteristics. As a result of investigating various conditions necessary for detecting the invariant feature, it was found that it can be used as a useful invariant feature by adjusting the generation parameters of such invariant feature which was previously proposed.
As a preparation method of robustly stitching mltiple three-dimensional data, we proposed a measure representing its shape of two-dimensional range data. We also proposed a method for robustly stitching multiple two-dimensional range data, which uses the measure to decide whether to include useful shape features of the environment in the two-dimensional range data and has our SVM classifier learn to conduct such judgement.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (5 results)

All 2016 2014 Other

All Presentation (2 results) Remarks (3 results)

  • [Presentation] スキャンデータの順序保存統合と統合処理判断機能を持つ CIF ベーススキャンマッチング法2016

    • Author(s)
      脇田 翔平, 中村 恭之
    • Organizer
      第21回ロボティクスシンポジア
    • Place of Presentation
      長崎県長崎市伊王島町やすらぎ伊王島
    • Year and Date
      2016-03-17
    • Related Report
      2015 Research-status Report
  • [Presentation] Robust global scan matching method using congruence transformation invariant feature descriptors and a geometric constraint between keypoints2014

    • Author(s)
      T. Nakamura
    • Organizer
      IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2014-10-05 – 2014-10-08
    • Related Report
      2014 Research-status Report
  • [Remarks] 大域的2Dスキャンマッチングのための特徴記述子の提案

    • URL

      http://www.wakayama-u.ac.jp/~ntakayuk/cif-j.htm

    • Related Report
      2016 Annual Research Report
  • [Remarks] 果樹等を対象とした非定常物体モデリングの研究

    • URL

      http://www.wakayama-u.ac.jp/~ntakayuk/non-stat-obj-j.htm

    • Related Report
      2016 Annual Research Report 2014 Research-status Report
  • [Remarks] 大域的2Dスキャンマッチングのための 特徴記述子の提案

    • URL

      http://www.wakayama-u.ac.jp/~ntakayuk/cif-j.htm

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi