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Planetary Terrain Classification Using Dynamic Texture

Research Project

Project/Area Number 22500176
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionKyushu University

Principal Investigator

FUJITA Koki  九州大学, 工学研究院, 助教 (00315110)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2010: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords自律システム / 惑星探査 / 動画像解析 / テラメカニクス
Research Abstract

Using a motion image processing technique called “Dynamic Texture”, a classification method for different characteristics included in terrain image sequences (soil types, slippage between terrain surface and the wheels, etc.) captured by an on-board camera of planetary exploration rover was proposed. The effectiveness of the proposed method was finally demonstrated through experiments using a two-wheel test-bed rover.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (16 results)

All 2012 2011 2010

All Journal Article (6 results) (of which Peer Reviewed: 4 results) Presentation (8 results) Book (2 results)

  • [Journal Article] Combining Distance Measures to Classify Terrain Image Sequence Based on Dynamic Texture Model2012

    • Author(s)
      Koki Fujita and Naoyuki Ichimura
    • Journal Title

      Proceedings of the AIAA Guidance, Navigation, and Control Conference

      Volume: AIAA 2012-4702 Pages: 1-10

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Combining Distance Measures to Classify Terrain Image Sequence Based on Dynamic Texture Model2012

    • Author(s)
      Koki Fujita
    • Journal Title

      Proceedings of the AIAA Guidance, Navigation, and Control Conference

      Volume: AIAA 2012-4702 Pages: 1-10

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Terrain Classification Method for Planetary Rover Utilizing Dynamic Texture2011

    • Author(s)
      Koki Fujita and Naoyuki Ichimura
    • Journal Title

      Proceedings of the AIAA Guidance, Navigation, and Control Guidance 2011

      Volume: AIAA2011-6580 Pages: 1-12

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Terrain Classification Method for Planetary Rover Utilizing Dynamic Texture2011

    • Author(s)
      Koki Fujita, Naoyuki Ichimura
    • Journal Title

      Proceedings of the AIAA Guidance, Navigation, and Control Conference 2011

      Pages: 1-12

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Vision-Based Terrain Analysis for Planetary Rover Utilizing Dynamic Texture2010

    • Author(s)
      Koki Fujita
    • Journal Title

      Proceedings of the 12thInternational Space Conference of Pacific-Basin Societies (ISCOPS)

      Pages: 701-712

    • Related Report
      2012 Final Research Report
  • [Journal Article] Vision-Based Terrain Analysis for Planetary Rover Utilizing Dynamic Texture2010

    • Author(s)
      Koki Fujita
    • Journal Title

      Proc.of the 12th International Space Conference of Pacific-Basin Societies (ISCOPS)

      Pages: 701-712

    • Related Report
      2010 Annual Research Report
  • [Presentation] Dynamic Textureによる地表面特徴分類手法の実験的検証2012

    • Author(s)
      藤田浩輝,金城寛,市村直幸
    • Organizer
      第56回宇宙科学技術連合講演会
    • Place of Presentation
      別府市
    • Year and Date
      2012-11-20
    • Related Report
      2012 Final Research Report
  • [Presentation] Combining Distance Measures to Classify Terrain Image Sequence Based on Dynamic Texture Model2012

    • Author(s)
      Koki Fujita and Naoyuki Ichimura
    • Organizer
      AIAA Guidance, Navigation, and Control Conference 2012
    • Place of Presentation
      Minneapolis, Minnesota, USA
    • Year and Date
      2012-08-14
    • Related Report
      2012 Final Research Report
  • [Presentation] Combining Distance Measures to Classify Terrain Image Sequence Based on Dynamic Texture Model2012

    • Author(s)
      Koki Fujita
    • Organizer
      AIAA Guidance, Navigation, and Control Conference 2012
    • Place of Presentation
      Hyatt Regency Minneapolis, Minneapolis, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] Dynamic Textureによる地表面特徴分類手法の実験的検証2012

    • Author(s)
      藤田 浩輝
    • Organizer
      第56回宇宙科学技術連合講演会
    • Place of Presentation
      別府国際コンベンションセンター
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Terrain Classification Method for Planetary Rover Utilizing Dynamic Texture2011

    • Author(s)
      Koki Fujita and Naoyuki Ichimura
    • Organizer
      AIAA Guidance, Navigation, and Control Conference 2011
    • Place of Presentation
      Portland, Oregon, USA.
    • Year and Date
      2011-08-10
    • Related Report
      2012 Final Research Report
  • [Presentation] A Terrain Classification Method for Planetary Rover Utilizing Dynamic Texture2011

    • Author(s)
      Koki Fujita
    • Organizer
      AIAA Guidance, Navigation, and Control Conferenee
    • Place of Presentation
      Portland, Oregon, USA
    • Year and Date
      2011-08-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] A Discussion about Several Measures to Distinguish Different Terrain Types Utilizing Dynamic Texture Models2010

    • Author(s)
      Koki Fujita
    • Organizer
      Kyushu University-KAIST Joint Seminar
    • Place of Presentation
      Kyushu University-KAIST Joint Seminar
    • Year and Date
      2010-08-26
    • Related Report
      2012 Final Research Report
  • [Presentation] A Discussion about Several Measures to Distinguish Different Terrain Types Utilizing Dynamic Texture Models2010

    • Author(s)
      Koki Fujita
    • Organizer
      Kyushu University-KAIST Joint Seminar
    • Place of Presentation
      Kyushu University, Fukuoka, JAPAN
    • Year and Date
      2010-08-26
    • Related Report
      2010 Annual Research Report
  • [Book] "Autonomous Terrain Classification for Planetary Rover" in Advances in Spacecraft Systems and Orbit Determination (Chapter 10)2012

    • Author(s)
      Koki Fujita
    • Total Pages
      264
    • Publisher
      InTech
    • URL

      http://www.intechopen.com

    • Related Report
      2012 Final Research Report
  • [Book] Chapter 10, "Autonomous Terrain Classification for Planetary Rover" in Advances in Spacecraft Systems and Orbit Determination2012

    • Author(s)
      Koki Fujita
    • Total Pages
      264
    • Publisher
      InTech (http://www.intechopen.com/)
    • Related Report
      2011 Annual Research Report

URL: 

Published: 2010-08-23   Modified: 2019-07-29  

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