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Development of Image Enlargement Method Based on Self-reduced Image Codebook and Vector Fuzzy Inference

Research Project

Project/Area Number 18500182
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionKyushu Institute of Information Sciences

Principal Investigator

ASO Takashi  Kyushu Institute of Information Sciences, 経営情報学部, 教授 (20259683)

Co-Investigator(Kenkyū-buntansha) CHA Byungki  九州情報大学, 経営情報学部, 教授 (10310004)
SUETAKE Noriaki  山口大学, 大学院・理工学研究科, 准教授 (80334051)
KAWANO Hideaki  九州工業大学, 工学部, 助教 (00404096)
Project Period (FY) 2006 – 2008
Project Status Completed (Fiscal Year 2008)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥420,000)
Fiscal Year 2008: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2007: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2006: ¥1,300,000 (Direct Cost: ¥1,300,000)
Keywordsファジィ推論 / 知的画像処理 / ソフトコンピューティング / 情報システム
Research Abstract

画像拡大手法として,ベクトル化ファジィ推論を用いた手法,自己縮小画像から作成されたコードブックを用いた手法,サポートベクトルマシンのもつ優れた非線形写像特性を利用した手法,コードブック手法に新たにマハラノビス汎距離を導入した手法等の開発及び改良を行い,既存の画像拡大法に比べて非常に良好な拡大画像を得ることに成功した.

Report

(4 results)
  • 2008 Annual Research Report   Final Research Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (13 results)

All 2009 2008 2007 2006

All Journal Article (11 results) (of which Peer Reviewed: 10 results) Presentation (2 results)

  • [Journal Article] Sharpness preserving image enlargement by using self-decomposed codebook and Mahalanobis distance2009

    • Author(s)
      H. Kawano, N. Suetake, B. Cha, T. Aso
    • Journal Title

      Image and Vision Computing Vol. 27

      Pages: 684-693

    • NAID

      120002441398

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Sharpness preserving image enlargement by using self-decomposed codebook and Mahalanobis distance2009

    • Author(s)
      Hideaki Kawano, Noriaki Suetake, Byungki Cha, Takashi Aso
    • Journal Title

      Image and Vision Computing 27

      Pages: 684-693

    • NAID

      120002441398

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 自己分解コードブックとマハラノビス距離を用いた画像拡大法2008

    • Author(s)
      河野英昭、末竹規哲、車炳王己、麻生隆史
    • Journal Title

      電子情報通信学会論文誌 Vol.J91-D, No.8

      Pages: 1983-1985

    • NAID

      110007385952

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Image Enlargement Based on Low-to High-frequency Components Mapping Derived from Self-decomposed Images2008

    • Author(s)
      H. Kawano, N. Suetake, B. Cha, T. Aso
    • Journal Title

      Advances in Communication Systems and Electrical Engineering, Lecture Notes in Electrical Engineering (In H. Xu, C. Yuh-Shyan, and A. Sio-Iong(Eds) Springer US) Vol.4

      Pages: 425-435

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Image Super-resolution Based on Local Self-similarity2008

    • Author(s)
      N. Suetake, M. Sakano, and E. Uchino
    • Journal Title

      Optical Review Vol.15, No.1

      Pages: 26-30

    • NAID

      10021106681

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 自己分解コードブックとマハラノビス距離を用いた画像拡大法2008

    • Author(s)
      河野英昭, 末竹規哲, 車炳王己, 麻生隆史
    • Journal Title

      電子情報通信学会論文誌 8

      Pages: 1983-1985

    • NAID

      110007385952

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image Enlargement Based On Low-to High-frequency Components Mapping Derived from Self-decomposed Images2008

    • Author(s)
      Hideaki Kawano, Noriaki Suetake, Byungki Cha and Takashi Aso
    • Journal Title

      Advances in Communication Systems and Electrical Engineering Vol.4

      Pages: 425-435

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image enlargement based on self-produced codebook2007

    • Author(s)
      N. Suetake, M. Sakano, E. Uchino
    • Journal Title

      Electronics Letters Vol.43, No3

      Pages: 152-153

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Super-Resolution via Matching from Self-Decomposed Codebook with Local Distance Measure Incorporating Pixel Correlation2007

    • Author(s)
      Hideaki Kawano, Noriaki Suetake, Byungki Cha and Takashi Aso
    • Journal Title

      Proceedings of Digital Image Computing Techniques and Applications

      Pages: 317-323

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image Enlargement Based on a Mapping from Low-to High-Frequency Components Constructed by LS-SVM2007

    • Author(s)
      Hideaki Kawano, Noriaki Suetake, Byungki Cha, Takashi Aso
    • Journal Title

      Proceedings of International Multi Conference of Engineers and Computer Scientists 2007 Vol.2

      Pages: 1818-1822

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Weighted Linear Extrapolation-based Simple Image Enlargement Algorithm2006

    • Author(s)
      T. Aso, N. Suetake, T. Yamakawa
    • Journal Title

      Intelligent Automation and Soft Computing Vol.12, No.3

      Pages: 345-353

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Presentation] Super-Resolution via Matching from Self-Decomposed Codebook with Local Distance Measure Incorporating Pixel Correlation2007

    • Author(s)
      H. Kawano, N. Suetake, B. Cha, T. Aso
    • Organizer
      Proc. of Digital Image Computing Techniques and Applications (DICTA2007)
    • Related Report
      2008 Final Research Report
  • [Presentation] Image Enlargement Based on a Mapping form Low-to High-Frequency Components Constructed by LS-SVM2007

    • Author(s)
      H. Kawano, N. Suetake, B. Cha, T. Aso
    • Organizer
      Proc. of IAENG Int. Conf. on Imaging Engineering (ICIE' 07)
    • Related Report
      2008 Final Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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