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A mobile image retrieval system based on lifting complex wavelet transform

Research Project

Project/Area Number 23500183
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent informatics
Research InstitutionKyushu University

Principal Investigator

TAKANO Shigeru  九州大学, システム情報科学研究科(研究院, 助教 (70336064)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords画像認識 / 情報システム / 一般物体認識 / 類似画像検索 / ウェーブレット / 電子図鑑
Research Abstract

This study proposes a local feature extraction method for a mobile image retrieval system. We first introduce Lifting Complex Wavelet Transform (LCWT) plays an important role in this work. Since the LCWT has a set of controllable free parameters, we can design the LCWTs with various properties by tuning their parameters. In this study, we construct a set of LCWTs so that they can extract local features from an image by multi-scale. Applying the new set of LCWTs to the training images, a local feature database can be constructed. By using this database, we implement an image retrieval system based on LCWTs on the mobile robot. The main contribution of our method is that the LCWTs can be designed so as to adapt to the environment for the mobile robot.

Report

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

    (33 results)

All 2013 2012 2011 Other

All Journal Article (5 results) (of which Peer Reviewed: 3 results) Presentation (26 results) Book (2 results)

  • [Journal Article] Fast Adaptive Object Detection towards a Smart Environment by Mobile Robots2013

    • Author(s)
      S. TAKANO, I. LOSHCHILOV, D. MEUNIER, M. SEBAG and E. SUZUKI
    • Journal Title

      Proc. Fourth International Joint Conference on Ambient Intelligence (AmI 2013)

      Volume: LNCS 8309 Pages: 182-197

    • Related Report
      2013 Final Research Report
  • [Journal Article] Fast Adaptive Object Detection towards a Smart Environment by Mobile Robots2013

    • Author(s)
      Shigeru Takano, Ilya Loshchilov, David Meunier, Michele Sebag, and Einoshin Suzuki
    • Journal Title

      Ambient Intelligence (AmI 2013)

      Volume: LNCS 8309 Pages: 182-197

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Application Framework for Data Broadcast Contents Integrated with Web Services on Digital TV2011

    • Author(s)
      Y. OKADA and S. TAKANO
    • Journal Title

      Proc. of 15th Int. Conf. on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2011), Andreas Konig, et al.(Eds.) : KES 2010

      Volume: LNAI 6884 Pages: 63-72

    • Related Report
      2013 Final Research Report
  • [Journal Article] Simulating Swarm Robots for a Collision Avoidance Problem based on a Dynamic Bayesian Network2011

    • Author(s)
      Hiroshi Hirai, Shigeru Takano, Einoshin Suzuki
    • Journal Title

      Proc. Tenth European Conference on Artificial Life (ECAL 2009), Part II, LNCS 5778, Springer-Verlag

      Volume: LNCS 5778 Pages: 416-423

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] pplication Framework for Data Broadcast Contents Integrated with Web Services on Digital TV2011

    • Author(s)
      Yoshihiro Okada and Shigeru Takano
    • Journal Title

      Proc. of 15th Int. Conf. on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2011), Andreas Konig, et al.(Eds.):KES 2010

      Volume: LNAI 6884 Pages: 63-72

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Design of lifting wavelet filters for local feature analysis of an image2013

    • Author(s)
      S. TAKANO
    • Organizer
      Proc. IIAI International Conference on Advanced Information Technologies (IIAI AIT 2013)
    • Related Report
      2013 Final Research Report
  • [Presentation] KOKOPIN App : A mobile platform for biogeography2013

    • Author(s)
      M. MISHIMA, T. MATSUMOTO, S. TAKANO and O. MATSUDA
    • Organizer
      2nd ACM International Workshop on Multimedia Ecological Data, in conjunction with ACM MULTIMEDIA 2013
    • Related Report
      2013 Final Research Report
  • [Presentation] 複数Kinect ボーン情報を組み合わせた高精度モーションキャプチャシステムの構築2013

    • Author(s)
      吉本 誠也, 高野 茂, 岡田 義広
    • Organizer
      第75回情報処理学会全国大会
    • Related Report
      2013 Final Research Report
  • [Presentation] 個人の音声特徴を適応的に抽出するリフティングウェーブレットフィルタの設計2013

    • Author(s)
      楯岡 聖也, 高野 茂, 岡田 義広
    • Organizer
      第75回情報処理学会全国大会
    • Related Report
      2013 Final Research Report
  • [Presentation] Fast Adaptive Object Detection for a Mobile Robot2013

    • Author(s)
      S. TAKANO, I. LOSHCHILOV, D. MEUNIER, M. SEBAG and E. SUZUKI
    • Organizer
      Proc. 2013 International Symposium on Information Science and Electrical Engineering (ISEE 2013)
    • Related Report
      2013 Final Research Report
  • [Presentation] Design of lifting wavelet filters for local feature analysis of an image2013

    • Author(s)
      Shigeru Takano
    • Organizer
      Proc. IIAI International Conference on Advanced Information Technologies
    • Place of Presentation
      Jakarta, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] KOKOPIN App: A mobile platform for biogeography2013

    • Author(s)
      Misako Mishima, Takashi Matsumoto, Shigeru Takano, Osamu Matsuda
    • Organizer
      The 2nd ACM International Workshop on Multimedia Analysis for Ecological Data
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2013 Annual Research Report
  • [Presentation] 人の音声特徴を適応的に抽出するリフティングウェーブレットフィルタの設計2013

    • Author(s)
      楯岡聖也, 高野茂 and 岡田義広
    • Organizer
      第75回情報処理学会全国大会
    • Place of Presentation
      東北大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 複数Kinectボーン情報を組み合わせた高精度モーションキャプチャシステムの構築2013

    • Author(s)
      吉本誠也, 高野茂 and 岡田義広
    • Organizer
      第75回情報処理学会全国大会
    • Place of Presentation
      東北大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 多量のセンシングデータの特徴抽出・圧縮・構造化~サイバーフィジカルシステム実現に向けた取り組み紹介~2013

    • Author(s)
      高野茂 , 島田敬士, 古川 浩, 谷口倫一郎 and 安浦寛人
    • Organizer
      エネルギーシステムにおけるデータ計測とその活用技術,平成25年電気学会全国大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Research-status Report
  • [Presentation] Web-based Personalized Electric Power Information System2013

    • Author(s)
      Shigeru Takano, Ryuya Akase, Umair Azfar Khan and Yoshihiro Okada
    • Organizer
      1st Asian Workshop on Smart Sensor Systems
    • Place of Presentation
      Jeju island, Korea
    • Related Report
      2012 Research-status Report
  • [Presentation] IC カードによる複合型個人音声認証のためのリフティングウェーブレットフィルタの設計2012

    • Author(s)
      高野 茂, 石田 浩二
    • Organizer
      第2回バイオメトリクスと認識・認証シンポジウム
    • Related Report
      2013 Final Research Report
  • [Presentation] リフティングウェーブレットによるマルチスケール特徴の抽出とその応用2012

    • Author(s)
      高野 茂
    • Organizer
      第五回ウェーブレット変換及びその応用に関するワークショップ
    • Related Report
      2013 Final Research Report
  • [Presentation] Human Detection by a Small Autonomous Mobile Robot2012

    • Author(s)
      K. TAKEMOTO, S. TAKANO and E. SUZUKI
    • Organizer
      Extraction et Gestion des Connaissances (EGC'2012)
    • Place of Presentation
      Bordeaux, France, February
    • Related Report
      2013 Final Research Report
  • [Presentation] リフティングウェーブレットによるマルチスケール特徴の抽出とその応用2012

    • Author(s)
      高野茂
    • Organizer
      第五回ウェーブレット変換及びその応用に関するワークショップ
    • Place of Presentation
      豊橋技術科学大学
    • Related Report
      2012 Research-status Report
  • [Presentation] ICカードによる複合型個人音声認証のためのリフティングウェーブレットフィルタの設計2012

    • Author(s)
      高野茂 and 石田浩二
    • Organizer
      第2回バイオメトリクスと認識・認証シンポジウム
    • Place of Presentation
      キャンパス・イノベーションセンター東京
    • Related Report
      2012 Research-status Report
  • [Presentation] Human Detection by a Small Autonomous Mobile Robot2012

    • Author(s)
      Kouhei Takemoto, Shigeru Takano, and Einoshin Suzuki
    • Organizer
      Extraction et Gestion des Connaissances (EGC'2012), pp. 531-536.
    • Place of Presentation
      Bordeaux, France
    • Related Report
      2011 Research-status Report
  • [Presentation] New Object Detection for On-board Robot Vision by Lifting Complex Wavelet Transforms2011

    • Author(s)
      S. TAKANO and E. SUZUKI
    • Organizer
      Proc. Eleventh IEEE International Conference on Data Mining Workshops (ICDMW 2011)
    • Place of Presentation
      IEEE Computer Society
    • Related Report
      2013 Final Research Report
  • [Presentation] New Object Detection for On-board Robot VisionIRIT-2011

    • Author(s)
      S. TAKANO and E. SUZUKI
    • Organizer
      Kyushu University Workshop on Data Mining and Media Processing
    • Related Report
      2013 Final Research Report
  • [Presentation] 専門家の知識と群衆の叡智を融合する次世代図鑑検索システムの研究開発2011

    • Author(s)
      高野茂
    • Organizer
      ICT イノベーションフォーラム 2011
    • Related Report
      2013 Final Research Report
  • [Presentation] On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column Formation in Swarm Robotics2011

    • Author(s)
      A. KOUNO, J. M. MONTANIER, S. TAKANO, N. BREDECHE, M. SCHOENAUER, M. SEBAG and E. SUZUKI
    • Organizer
      Proc. 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2011)
    • Place of Presentation
      Lyon
    • Related Report
      2013 Final Research Report
  • [Presentation] On-board Evolutionary Algorithm and Off-line Rule Discovery for Column Formation in Swarm Robotics2011

    • Author(s)
      Asuki Kouno, Jean-Marc Montanier, Shigeru Takano, Nicolas Bredeche, Marc Schoenauer, Michele Sebag, and Einoshin Suzuki
    • Organizer
      Proc. 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2011), pp. 220-227.
    • Place of Presentation
      Lyon, France
    • Related Report
      2011 Research-status Report
  • [Presentation] 専門家の知識と群衆の叡智を融合する次世代図鑑検索システムの研究開発2011

    • Author(s)
      高野茂
    • Organizer
      戦略的情報通信研究開発推進制度(SCOPE) 第7回成果発表会(ICT イノベーションフォーラム 2011)
    • Place of Presentation
      幕張メッセ国際会議場
    • Related Report
      2011 Research-status Report
  • [Presentation] New Object Detection for On-board Robot Vision2011

    • Author(s)
      Shigeru Takano and Einoshin Suzuki
    • Organizer
      RIT - Kyushu University Workshop on Data Mining and Media Processing
    • Place of Presentation
      Toulouse, France
    • Related Report
      2011 Research-status Report
  • [Presentation] New Object Detection for On-board Robot Vision by Lifting Complex Wavelet Transforms2011

    • Author(s)
      Shigeru Takano and Einoshin Suzuki
    • Organizer
      roc. Eleventh IEEE International Conference on Data Mining Workshops (ICDMW 2011), pp. 911-916.
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2011 Research-status Report
  • [Presentation] Estimation of Electric Power Consumption of Individuals by Observing People's Activity

    • Author(s)
      Shigeru Takano
    • Organizer
      ISIP'2012 International Workshop on Information Search, Integration and Personalization
    • Place of Presentation
      北海道大学
    • Related Report
      2012 Research-status Report
  • [Book] Proceedings of the 2013 International Symposium on Information Science and Electrical Engineering (ISEE 2013), ISEE2013

    • Author(s)
      E. SUZUKI, T. KISS, A. SHIMADA and S. TAKANO (eds.)
    • Publisher
      Kyushu University
    • Related Report
      2013 Final Research Report
  • [Book] "Towards Facilitating the Development of a Monitoring System with Autonomous Mobile Robots", Post-Proceedings of 2013 International Workshop on Information Search, Integration, and Personalization, CCIS

    • Author(s)
      E. SUZUKI, Y. DEGUCHI, D. TAKAYAMA, S. TAKANO, V.-M. SCUTURICI and J.-M. PETIT
    • Publisher
      Springer (accepted for publication)
    • Related Report
      2013 Final Research Report

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

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