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Succicnt Accurate and Real Time Map Compression by Mobile Robots

Research Project

Project/Area Number 23700229
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perception information processing/Intelligent robotics
Research InstitutionUniversity of Fukui

Principal Investigator

TANAKA Kanji  福井大学, 工学(系)研究科(研究院), 准教授 (30325899)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
KeywordsSLAM技術 / ロボットビジョン / 共通物体発見 / 地図生成 / 移動ロボット / 自己位置推定 / 自律移動ロボット / 辞書式圧縮 / SLAM
Outline of Final Research Achievements

We realized map compression techniques towards robotic large scale map building applications. Our method enables a robot to obtain a compact representation of an environment map while simultaneously building the map. To this end, we proposed and developed methods for data compression exploiting repetitive patterns in the map, efficient algorithm for detecting repetitive patterns, efficient representation of the map, and experimentally verified the effectiveness of the proposed method.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (37 results)

All 2014 2013 2012 2011 Other

All Journal Article (19 results) (of which Peer Reviewed: 18 results,  Open Access: 3 results,  Acknowledgement Compliant: 3 results) Presentation (17 results) Remarks (1 results)

  • [Journal Article] Bag-of-Bounding-Boxes: An Unsupervised Approach for Object-Level View Image Retrieval2014

    • Author(s)
      Kanji Tanaka, Masatoshi Ando, Yousuke Inagaki
    • Journal Title

      Journal of advanced computational intelligence and intelligent informatics

      Volume: 18 Pages: 784-791

    • NAID

      130007673176

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Mining visual phrases for long-term visual SLAM2014

    • Author(s)
      Kanji Tanaka, Yuuto Chokushi, Masatoshi Ando
    • Journal Title

      IEEE/RSJ Int. Conf. Intelligent Robots and Systems

      Volume: 1 Pages: 136-142

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Landmark Discovery for Single-View Cross-Season Localization2014

    • Author(s)
      Ando Masatoshi, Chokushi Yuuto, Tanaka Kanji
    • Journal Title

      6th Workshop on Planning, Perception and Navigation for Intelligent Vehicles

      Volume: 1 Pages: 1-6

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Exploiting Repetitive Patterns for Fast Succinct Map Matching2013

    • Author(s)
      Chokushi Yuuto, Tanaka Kanji, Hanada Shogo
    • Journal Title

      Proc. 2013 Asian Conf. Pattern Recognition

      Volume: 1 Pages: 165-170

    • DOI

      10.1109/acpr.2013.99

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Common Landmark Discovery for Object-Level View Image Retrieval: Modeling and Matching of Scenes via Bag-of-Bounding-Boxes2013

    • Author(s)
      Ando Masatoshi, Tanaka Kanji, Inagaki Yousuke, Chokushi Yuuto, Hanada Shogo
    • Journal Title

      Proc. 2013 Asian Conf. Pattern Recognition

      Volume: 1 Pages: 43-48

    • DOI

      10.1109/acpr.2013.19

    • Related Report
      2013 Research-status Report
  • [Journal Article] PartSLAM: Unsupervised Part-Based Scene Modeling for Fast Succinct Map Matching2013

    • Author(s)
      Hanada Shogo, Tanaka Kanji
    • Journal Title

      Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems

      Volume: 1 Pages: 1582-1588

    • DOI

      10.1109/iros.2013.6696560

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Detecting Rotational Symmetry via Global/Local Image Analysis2013

    • Author(s)
      Yousuke Inagaki, Tanaka Kanji
    • Journal Title

      Proc. 2013 Int. Conf. Machine Vision Applications

      Volume: 1 Pages: 387-390

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Common Landmark Discovery in Urban Scenes2013

    • Author(s)
      Chokushi Yuuto, Tanaka Kanji, Ando Masatoshi
    • Journal Title

      Proc. 2013 Int. Conf. Machine Vision Applications

      Volume: 1 Pages: 272-276

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Part-based SLAM for partially changing environments2013

    • Author(s)
      Chokushi Yuuto, Tanaka Kanji, Ando Masatoshi
    • Journal Title

      Proc. 2013 IEEE International Conference on Robotics and Biomimetics

      Volume: 1 Pages: 1629-1634

    • DOI

      10.1109/robio.2013.6739700

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Object-Level View Image Retrieval via Bag-of-Bounding-Boxes2013

    • Author(s)
      Ando Masatoshi, Yuuto Chokushi, Yousuke Inagaki, Shogo Hanada, Kanji Tanaka
    • Journal Title

      Proc. 5th Workshop on Planning, Perception and Navigation for Intelligent Vehicles

      Volume: 1 Pages: 1-6

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Dictionary-based Compressive SLAM2013

    • Author(s)
      Tanaka Kanji, Nagasaka Tomomi
    • Journal Title

      SICE Journal of Control Measurement and System Integration

      Volume: 1 Pages: 54-64

    • NAID

      10031140165

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multi-Scale Bag-of-Features for Scalable Map Retrieval2012

    • Author(s)
      Tanaka Kanji, Kondo Kensuke
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 16 Pages: 793-799

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Succinct Landmark Database2012

    • Author(s)
      Tanaka Kanji
    • Journal Title

      Intelligent Autonomous Systems 12

      Volume: 1 Pages: 165-172

    • NAID

      110008914689

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Dictionary-based map compression for sparse feature maps2012

    • Author(s)
      Tanaka Kanji, Nagasaka Tomomi
    • Journal Title

      IEICE Trans. Information system

      Volume: 95-D(2) Pages: 604-613

    • NAID

      10030611200

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Dictionary-based Map Compression for Sparse Feature Maps2011

    • Author(s)
      Nagasaka Tomomi, Tanaka Kanji
    • Journal Title

      Proc. IEEE Int. Conf. Robotics and Automation

      Volume: - Pages: 2329-2336

    • NAID

      10030611200

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Incremental Scheme for Dictionary-based Compressive SLAM2011

    • Author(s)
      Nagasaka Tomomi, Tanaka Kanji
    • Journal Title

      Proc. IEEE/RSJ Int. Conf. Intelligent Robots and Systems

      Volume: - Pages: 872-879

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Dictionary-based compressive SLAM2011

    • Author(s)
      Nagasaka Tomomi, Tanaka Kanji
    • Journal Title

      Proc. Int. Conf. SICE

      Volume: - Pages: 1184-1191

    • NAID

      10031140165

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Dictionary-based map compression using geometric priors2011

    • Author(s)
      Nagasaka Tomomi, Tanaka Kanji
    • Journal Title

      Proc. IEEE Int. Conf. Robotics and Biomimetics

      Volume: - Pages: 2599-2604

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Grammar-based map compression using manhattan world grammar2011

    • Author(s)
      Kondo Kensuke, Tanaka Kanji
    • Journal Title

      Proc. IEEE Int. Conf. Robotics and Biomimetics

      Volume: - Pages: 2612-2617

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] ビジュアルオドメトリに基づくビジュアルSLAMの開発2014

    • Author(s)
      小川健太, 田中完爾
    • Organizer
      電気関係学会北陸支部大会
    • Place of Presentation
      富山高専
    • Year and Date
      2014-09-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] シーン画像からの顕著物体発見に関する研究2014

    • Author(s)
      塚本たいしょう, 田中完爾
    • Organizer
      電気関係学会北陸支部大会
    • Place of Presentation
      富山高専
    • Year and Date
      2014-09-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 視覚移動ロボットのための物体発見技術の開発2014

    • Author(s)
      田島 涼汰,菅ケ谷 尚隼,田中 完爾
    • Organizer
      電気関係学会北陸支部大会
    • Place of Presentation
      富山高専
    • Year and Date
      2014-09-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 視覚移動ロボットのための簡潔・識別的なマップマッチング手法の開発2014

    • Author(s)
      堀江優樹, 田中完爾
    • Organizer
      電気関係学会北陸支部大会
    • Place of Presentation
      富山高専
    • Year and Date
      2014-09-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 視覚移動ロボットによる大域自己位置推定のための確率的推定アルゴリズムの研究2014

    • Author(s)
      柳原健太郎, 田中完爾
    • Organizer
      電気関係学会北陸支部大会
    • Place of Presentation
      富山高専
    • Year and Date
      2014-09-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 幾何的整合性に基づく視野画像列を用いた自己位置推定の研究2014

    • Author(s)
      田中完爾, 塚本たいしょう,吉田和矢
    • Organizer
      ロボティクス・メカトロニクス講演会2014
    • Place of Presentation
      富山市総合体育館
    • Year and Date
      2014-05-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 部品SLAM:教師無し部品モデルによる高速・簡潔な間接型マップマッチング2014

    • Author(s)
      花田将吾, 田中完爾
    • Organizer
      ロボティクス・メカトロニクス講演会2014
    • Place of Presentation
      富山市総合体育館
    • Year and Date
      2014-05-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 部品SLAM:教師無し部品モデルに基づく簡潔・識別的な情景マッチング手法2014

    • Author(s)
      中河翔, 安藤雅淑, 猪口志祐人, 稲垣陽介, 花田将吾, 田中完爾
    • Organizer
      ロボティクス・メカトロニクス講演会2014
    • Place of Presentation
      富山市総合体育館
    • Year and Date
      2014-05-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] 時系列圧縮Gistシーン特徴に基づく視覚自己位置推定

    • Author(s)
      鈴木貴之
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      石川県金沢市
    • Related Report
      2011 Research-status Report
  • [Presentation] 改良型RANSACマップマッチングに基づく辞書式地図圧縮

    • Author(s)
      関島正平
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      石川県金沢市
    • Related Report
      2011 Research-status Report
  • [Presentation] 圧縮Gistランドマークの研究:時系列圧縮Gistに基づくモンテカルロ自己位置推定

    • Author(s)
      近藤賢祐
    • Organizer
      日本ロボット学会学術講演会
    • Place of Presentation
      東京都江東区
    • Related Report
      2011 Research-status Report
  • [Presentation] 圧縮SLAMの研究:改良型RANSACマップマッチングに基づく辞書式地図圧縮

    • Author(s)
      長坂朋実
    • Organizer
      日本ロボット学会学術講演会
    • Place of Presentation
      東京都江東区
    • Related Report
      2011 Research-status Report
  • [Presentation] 3次元ポールスター特徴に基づく高速マップマッチング

    • Author(s)
      早水大智
    • Organizer
      ロボティクスメカトロニクス講演会
    • Place of Presentation
      岡山県岡山市
    • Related Report
      2011 Research-status Report
  • [Presentation] Single-View 3D再構築に基づく頑健な自己位置推定

    • Author(s)
      角谷崇徳
    • Organizer
      ロボティクスメカトロニクス講演会
    • Place of Presentation
      岡山県岡山市
    • Related Report
      2011 Research-status Report
  • [Presentation] 大規模地図検索のためのマルチスケール Bag-Of-Features手法

    • Author(s)
      近藤賢祐
    • Organizer
      ロボティクスメカトロニクス講演会
    • Place of Presentation
      岡山県岡山市
    • Related Report
      2011 Research-status Report
  • [Presentation] RANSACマップマッチングに基づく辞書式地図圧縮

    • Author(s)
      長坂朋実
    • Organizer
      ロボティクスメカトロニクス講演会
    • Place of Presentation
      岡山県岡山市
    • Related Report
      2011 Research-status Report
  • [Presentation] 圧縮Gist シーン特徴に基づく自己位置推定

    • Author(s)
      近藤賢祐
    • Organizer
      ロボティクスメカトロニクス講演会
    • Place of Presentation
      岡山県岡山市
    • Related Report
      2011 Research-status Report
  • [Remarks] 福井大学 知能ロボット研究室

    • URL

      http://rc.his.u-fukui.ac.jp/

    • Related Report
      2013 Research-status Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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