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Self-Localization via Server Communication and Development of Keypoint Map

Research Project

Project/Area Number 26330305
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent robotics
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

Banno Atsuhiko  国立研究開発法人産業技術総合研究所, ロボットイノベーション研究センター, 研究チーム長 (70356187)

Research Collaborator YOKOZUKA Masashi  
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords3次元環境構築 / 自己位置推定 / 画像特徴点 / 全方位画像
Outline of Final Research Achievements

We developed a method to acquire three-dimensional map only from images taken by several types of cameras using the technique of Structure from Motion. We set up a route of Tsukuba Mobility Robot Experimental Zone, and acquired a lot of movies with high definition omnidirectional cameras. Two types of methods for 3D reconstruction were produced: sequential and global methods. In order to cope with an increase of the number of images, we introduced an approximate solution method was introduced. As a result, computation time was reduced less than 3 % of the conventional method while suppressing accuracy degradation. Furthermore, instead of treating the omnidirectional image as a two-dimensional conventional image, three-dimensional pixel grid was set as a spherical image, and feature points and feature point descriptors could be directly extracted from the spherical surface. Using these, we developed a system that calculates the self-position on the map when a query image was taken.

Report

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

    (6 results)

All 2016 2015 2014 Other

All Int'l Joint Research (1 results) Journal Article (1 results) Presentation (3 results) (of which Int'l Joint Research: 1 results) Book (1 results)

  • [Int'l Joint Research] スイス連邦工科大学チューリッヒ校(スイス)

    • Related Report
      2015 Research-status Report
  • [Journal Article] 信頼できるインフラストラクチャーの更新に向けて2016

    • Author(s)
      阪野貴彦
    • Journal Title

      検査技術

      Volume: 21 Pages: 1-4

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
  • [Presentation] Accurate Depth-Map Refinement by Per-Pixel Plane Fitting for Stereo Vision2016

    • Author(s)
      M. Yokozuka, K. Tomita, O. Matsumoto, A. Banno
    • Organizer
      International Conference on Pattern Recognition
    • Place of Presentation
      メキシコ
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Keypoint extraction and matching for generalized image grid2015

    • Author(s)
      Atsuhiko Banno
    • Organizer
      Joint research for robot beyond human capacity for emergency handling
    • Place of Presentation
      ドイツ・カールスルーエ
    • Year and Date
      2015-03-20
    • Related Report
      2014 Research-status Report
  • [Presentation] SFMによるつくばモビリティ実験特区の環境復元2014

    • Author(s)
      日本機械学会ロボティクス・メカトロニクス講演会
    • Organizer
      横塚 将志、阪野 貴彦、松本 治
    • Place of Presentation
      富山
    • Year and Date
      2014-05-26
    • Related Report
      2014 Research-status Report
  • [Book] 機械工業年鑑2016

    • Author(s)
      「18.ロボット・メカトロニクス」
    • Total Pages
      1
    • Publisher
      日本機械学会
    • Related Report
      2016 Annual Research Report

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

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