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Color Image Processing Based on the Concept of Vector Signal Processing

Research Project

Project/Area Number 13650428
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報通信工学
Research InstitutionMusashi Institute of Technology

Principal Investigator

TAGUCHI Akira  Musashi Institute of Technology, Faculty of Engineering, Professor, 工学部, 教授 (40216825)

Project Period (FY) 2001 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 2002: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2001: ¥1,100,000 (Direct Cost: ¥1,100,000)
KeywordsVector signal / Color image signal / RGB color space / HIS color space / Contrast enhancement / Super resolution / TV signal / JPEG coded image
Research Abstract

Color image signal is vector signal. Each point is consisted of three components as Red, Green and Blue. Generally, color image processing is performed by gray image processing technique. Each component is scalar signal, thus, we can apply gray image processing technique. Another way, we pick up Y component from color signal, then, we apply gray image processing technique to this component. However, vector signal processing technique shows better performance for a lot of processing. In this study, we show a lot of methods of color image processing based on vector signal processing technique. We mainly study about the flowing points.
(1) Contrast enhancement of color image
We proposed a novel histogram expansion for color signal. We use both RGB and HIS color spaces for enhancement.
(2) Super-resolution of color digital images
Super-resolution method for color digital image is proposed.
(3) Color image processing for coded image (e.g. JPEG coded image).
Color information of JPEG and TV signals is reduced for encoding. It is necessary to recover this information when decoding. In this study, we show how to recover this information.

Report

(3 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • Research Products

    (18 results)

All Other

All Publications (18 results)

  • [Publications] 田口 亮, 池田吉徳: "簡略化ヒストグラムエクスプロージョン法の提案とカラー画像強調への応用"電子情報通信学会技術研究報告「ディジタル信号処理」. Vol.101 No.18. 45-52 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 田口 亮, 高橋靖正: "エッジ効果の生じないラプラシアンピラミッド階層表現に基づく画像の高解像度化手法"電子情報通信学会技術研究報告「画像工学」. 1E2001-11. 23-29 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Akira Taguchi, Yasumasa Takahashi: "Higher resolution method for color digital image"Proc.of SPIE conference 4667 "Image Processing : Algorithms and Systems". 12-23 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 田口 亮, 池田吉徳: "簡略化ヒストグラムエクスプロージョン法の提案"電子情報通信学会論文誌A. Vol.J85-A No.12. 1454-1457 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 田口 亮: "非線形ディジタル信号処理の過去・現在・未来(招待論文)"システム/制御/情報. Vol.47 No.1. 2-9 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Akira Taguchi, Atsushi Shimura, Yasumasa Takahashi: "Higher Resolution Method of Color Digital Image for Communication systems"Proc.of 2002 IEEE International Symposium on Intelligent Signal Processing and Communications Systems. (CD-ROM). (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Akira Taguchi, Yoshinori Ikeda: "Modified histogram explosion and its apply to color image enhancement. (in Japanese)"Technical Report of IEICE, DSP. vol.101, No. 18. 45-52 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Akira Taguchi, Yasumasa Takahashi: "Higher-resolution digital image based on Laplacian representation without edge effect. (in Japanese)"Technical Report of IEICE. IE2001-11. 23-29 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Akira Taguchi, Yasumasa Takahashi: "Higher resolution method for color digital image"Proc. of SPIE conference "Image processing: Algorithms and Systems". Vol. 4667. 12-23 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Akira Taguchi, Yoshinori Ikeda: "The enhancement of two-channel signals by a simplified histogram explosion method. (in Japanese)"The Trans. of IEICE, Information and Communication Engineers A. Vol. J85-A, No.12. 1454-1457 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Akira Taguchi: "The past, the present and future of nonlinear digital signal processing. (in Japanese)"System, Control and information. Vol.47, No.1. 2-9 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Akira Taguchi, Atsushi Shimura, Yasumasa Takahashi: "Higher Resolution Method of Color Digital Image for Communication Systems"Proc. of 2002 IEEE International Symposium on Intelligent Signal Processing and Communication Systems. CD-ROM. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 田口 亮, 池田吉徳: "簡略化ヒストグラムエクスプロージョン法の提案とカラー画像強調への応用"電子情報通信学会論文誌A. Vol.J85-A No.12. 1454-1457 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 田口 亮: "非線形ディジタル信号処理の過去・現在・未来(招待論文)"システム/制御/情報. Vol.47 No.1. 2-9 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 田口 亮, 志村 厚, 高橋靖正: "Higher Resolution Method of Color Digital Image for Communication Systems"Proc. of 2002 IEEE International Symposium on Intelligent Signal Processing and Communication Systems. (CD-ROM). (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 田口 亮, 池田 吉徳: "簡略化ヒストグラムエクスプロージョン法の提案とカラー画像強調への応用"電子情報通信学会技術研究報告「ディジタル信号処理」. Vol.101,No.18. 45-52 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 田口 亮, 高橋 靖正: "エッジ効果の生じないラプラシアンピラミッド階層表現に基づく画像の高解像度化手法"電子情報通信学会技術研究報告「画像工学」. IE2001-11. 23-29 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Akira Taguchi, Yasumasa Takahashi: "Higher resolution method for color digital image"Proc. of SPIE conference 4667 "Image processing : Algorithms and Systems". (6月発行予定). (2002)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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