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Color Information Restoration by the Hue-Space Sparse Representations and Soft-Decision

Research Project

Project/Area Number 23560441
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionNiigata University

Principal Investigator

KIKUCHI Hisakazu  新潟大学, 自然科学系, 教授 (70126407)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords画像復元 / スパース表現 / 圧縮標本化 / 映像符号化 / 色彩類似度 / 色彩デモザイキング / ビデオ符号化 / 圧縮センシング / 画像 / 映像 / 画像処理 / カラーデモザイキング / 色彩復元 / 疎表現 / デジタルカメラ
Research Abstract

This project aimed at the improvement in the restoration of color signals for digital imaging. A sparse representation was employed in the hue space. The reconstructed/decoded quality stays around 30dB in PSNR for still-imaging and video decoding of intra-frames, while the one-fifth data is enough to reproduce the quality level comparable to the H.264/AVC. In addition, a color-tone similarity index was invented and was introduced into a new partial-reference (PR) image quality assessment (IQA). The PR IQA is competitive to the full-reference IQA in spite of much less data.

Report

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

    (29 results)

All 2014 2013 2012 2011 Other

All Presentation (28 results) Remarks (1 results)

  • [Presentation] An Improvement of Key Frame Processing by an Integr ation of Compressive Sensing and Intr a Prediction of H.264/AVC2014

    • Author(s)
      Shin Kurihara, H. Kikuchi
    • Organizer
      IEEE Region 10 Symp. (TENSYMP)
    • Place of Presentation
      Kuala Lumpur(シンポジウム)
    • Related Report
      2013 Final Research Report
  • [Presentation] Par tial-Reference Image Quality Assessment2014

    • Author(s)
      Yusuke Kanebako, H. Kikuchi
    • Organizer
      Fusion Tech 2014
    • Place of Presentation
      Hanyang University, Seoul, Korea
    • Related Report
      2013 Final Research Report
  • [Presentation] Partial-Reference Image Quality Assessment2014

    • Author(s)
      Yusuke Kanebako and H. Kikuchi
    • Organizer
      Fusion Tech 2014
    • Place of Presentation
      Seoul, Korea
    • Related Report
      2013 Annual Research Report
  • [Presentation] An Improvement of Key Frame Processing by an Integration of Compressive Sensing and Intra Prediction of H.264/AVC2014

    • Author(s)
      Shin Kurihara and H. Kikuchi
    • Organizer
      IEEE Region 10 Symp.
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Lossless Compr ession of LogLuv32 HDR Images by Simple Bitplane Coding2013

    • Author(s)
      Hisakazu Kikuchi, Taiyo Deguchi, Masahiro Okuda
    • Organizer
      30th PCS
    • Place of Presentation
      San Jose, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Color -Tone Similar ity of Digital Images2013

    • Author(s)
      Hisakazu Kikuchi, Satoshi Kataoka, Shogo Muramatsu, Heikki Huttunen
    • Organizer
      Proc. of 2013 IEEE International Conference on Image Processing (ICIP 2013)
    • Place of Presentation
      Melbourne, Australia
    • Related Report
      2013 Final Research Report
  • [Presentation] Compr ession of High Dynamic Range Images in the yu' v' Color Space2013

    • Author(s)
      Hisakazu Kikuchi, Taiyo Deguchi, Kazuma shinoda, Masahiro Okuda
    • Organizer
      Proc. of 2013 International Tech. Conf. on Circuits/Systems, Computers and Communications (ITC-CSCC)
    • Place of Presentation
      Yeosu, Korea
    • Related Report
      2013 Final Research Report
  • [Presentation] A New Key-Fr ame Pr ocessing by an Integr ation of Compr essive Sensing and Intr a Pr ediction of H.264/AVC2013

    • Author(s)
      Shin Kurihara, Hisakazu Kikuchi
    • Organizer
      Proc. of 2013 Int. Tech. Conf. on Circuits/Systems, Computers and Communications
    • Place of Presentation
      Yeosu, Korea
    • Related Report
      2013 Final Research Report
  • [Presentation] Color-tone Similar ity Evaluation in Image Quality Assessment2013

    • Author(s)
      Satoshi Kataoka, Hisakazu Kikuchi, Heikki Huttunen, Junghyeun Hwang, Shogo Muramatsu, Jaeho Shin
    • Organizer
      Proc. of 2013 International Tech. Conf. on Circuits/Systems, Computers and Communications (ITC-CSCC)
    • Place of Presentation
      Yeosu, Korea
    • Related Report
      2013 Final Research Report
  • [Presentation] Compression of High Dynamic Range Images in the yu'v' Color Space2013

    • Author(s)
      Hisakazu Kikuchi, Taiyo Deguchi, Kazuma shinoda and Masahiro Okuda
    • Organizer
      Proc. of 2013 International Technical Conference on Circuits/Systems, Computers and Communications
    • Place of Presentation
      Yeosu, Korea
    • Related Report
      2013 Annual Research Report
  • [Presentation] Color-tone Similarity Evaluation in Image Quality Assessment2013

    • Author(s)
      Satoshi Kataoka, Hisakazu Kikuchi, Heikki Huttunen, Junghyeun Hwang, Shogo Muramatsu and Jaeho Shin
    • Organizer
      Proc. of 2013 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC)
    • Place of Presentation
      Yeosu, Korea
    • Related Report
      2013 Annual Research Report
  • [Presentation] Color-Tone Similarity of Digital Images2013

    • Author(s)
      Hisakazu Kikuchi, Satoshi Kataoka, Shogo Muramatsu, and Heikki Huttunen
    • Organizer
      Proc. of 2013 IEEE International Conference on Image Processing (ICIP)
    • Place of Presentation
      Melbourne
    • Related Report
      2013 Annual Research Report
  • [Presentation] Lossless Compression of LogLuv32 HDR Images by Simple Bitplane Coding2013

    • Author(s)
      Hisakazu Kikuchi, Taiyo Deguchi, Masahiro Okuda
    • Organizer
      30th PCS
    • Place of Presentation
      San Jose
    • Related Report
      2013 Annual Research Report
  • [Presentation] A New Key-Frame Processing by an Integration of Compressive Sensing and Intra Prediction of H.264/AVC2013

    • Author(s)
      Shin Kurihara and Hisakazu Kikuchi
    • Organizer
      28th ITC-CSCC 2013
    • Place of Presentation
      Yeosu, Korea
    • Related Report
      2012 Research-status Report
  • [Presentation] Color -Tone Similar ity on Digital Images2012

    • Author(s)
      Hisakazu Kikuchi, Heikki Huttunen, Junghyeun Hwang, Masahiro Yukawa, Shogo Muramatsu, Jaeho Shin
    • Organizer
      APSIPA-ASC 2012
    • Place of Presentation
      Hollywood, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] ディジタル画像の色彩類似度に関する研究2012

    • Author(s)
      片岡智, 菊池久和, 村松正吾, 湯川正裕, ヘイッキ・フットネン
    • Organizer
      2012年度信号処理シンポジウム
    • Place of Presentation
      石垣島
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] Retinexと幾何平均を用いたマルチショット画像合成2012

    • Author(s)
      金箱裕介, 菊池久和
    • Organizer
      第27回信号処理シンポジウム
    • Place of Presentation
      石垣島
    • Related Report
      2013 Final Research Report
  • [Presentation] カラー画像の類似性計量について2012

    • Author(s)
      片岡智, 菊池久和, 村松正吾, ヘイッキ・フットネン
    • Organizer
      2012年度画像符号化シンポジウム
    • Place of Presentation
      ニューウェルシティ湯河原
    • Related Report
      2013 Final Research Report
  • [Presentation] Retinex理論を用いたマルチショット画像合成2012

    • Author(s)
      金箱裕介, 菊池久和
    • Organizer
      2012年度映像メディア処理シンポジウム
    • Place of Presentation
      ニューウェルシティ湯河原
    • Related Report
      2013 Final Research Report
  • [Presentation] A Study on Pictur e-Color Similar ity on Digital Images2012

    • Author(s)
      Hisakazu Kikuchi, Heikki Huttunen, Junghyeun Hwang, Shogo Muramatsu, Masahiro Yukawa, Jaeho Shin
    • Organizer
      27th ITC-CSCC 2012
    • Place of Presentation
      Sapporo Convention Center, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] A Str uctur e-Enhanced Tone Mapping Algorithm for High Dynamic Range Scenes, Int. Conf. on Electronics2012

    • Author(s)
      Junghyeun Hwang, Hisakazu Kikuchi, Shogo Muramatsu, Jaeho Shin
    • Organizer
      Information and Commun.
    • Place of Presentation
      The High-1 Resort, Jeongseon, Korea
    • Related Report
      2013 Final Research Report
  • [Presentation] カラー画像の類似性計量について2012

    • Author(s)
      片岡 智, 菊池 久和, 村松 正吾, ヘイッキ・フットネン
    • Organizer
      2012年度画像符号化シンポジウム
    • Place of Presentation
      湯河原
    • Related Report
      2012 Research-status Report
  • [Presentation] Retinex理論を用いたマルチショット画像合成2012

    • Author(s)
      金箱 裕介, 菊池 久和
    • Organizer
      2012年度画像符号化シンポジウム
    • Place of Presentation
      湯河原
    • Related Report
      2012 Research-status Report
  • [Presentation] Retinexと幾何平均を用いたマルチショット画像合成2012

    • Author(s)
      金箱 裕介, 菊池 久和
    • Organizer
      2012年度信号処理シンポジウム
    • Place of Presentation
      石垣島
    • Related Report
      2012 Research-status Report
  • [Presentation] A Study on Picture-Color Similarity on Digital Images2012

    • Author(s)
      Hisakazu Kikuchi, Heikki Huttunen, Junghyeun Hwang, Shogo Muramatsu, Masahiro Yukawa, and Jaeho Shin
    • Organizer
      27th ITC-CSCC 2012
    • Place of Presentation
      Sapporo, Japan
    • Related Report
      2012 Research-status Report
  • [Presentation] Color-Tone Similarity on Digital Images2012

    • Author(s)
      Hisakazu Kikuchi, Heikki Huttunen, Junghyeun Hwang, Masahiro Yukawa, Shogo Muramatsu, and Jaeho Shin
    • Organizer
      APSIPA-ASC 2012
    • Place of Presentation
      Hollywood, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] A Structure-Enhanced Tone Mapping Algorithm for High Dynamic Range Scenes2012

    • Author(s)
      1.Junghyeun Hwang, Hisakazu Kikuchi, Shogo Muramatsu and Jaeho Shin
    • Organizer
      Int. Conf. on Electronics, Inf. and Commun.
    • Place of Presentation
      Jeongeson, Korea
    • Related Report
      2011 Research-status Report
  • [Presentation] Edge-awar e tone mapping algor ithm for high dynamic range imager y, 26th Int. Technical Conf. on Circuits/Systems2011

    • Author(s)
      Junghyeun Hwang, Hisakazu Kikuchi, Shogo Muramatsu, Jaeho Shin
    • Organizer
      Computers and Commun.
    • Place of Presentation
      Gyeongju, Korea
    • Related Report
      2013 Final Research Report
  • [Remarks]

    • URL

      https://www.researchgate.net/profile/Hisakazu_Kikuchi?ev=prf_highl

    • Related Report
      2013 Final Research Report

URL: 

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

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