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A Study of High Effiency Image Coding using Pseudo Representaion

Research Project

Project/Area Number 25330204
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionChiba Institute of Technology

Principal Investigator

Yashima Yosihyuki  千葉工業大学, 情報科学部, 教授 (60550689)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords画像符号化 / 画像通信 / テクスチャ符号化 / 画像圧縮 / 超高圧縮符号化 / テクスチャ合成
Outline of Final Research Achievements

In this study, we propose a new image coding method based on pseudo texture representation. In the encoder, complex texture regions are detected by image segmentation and only their small partial patches are encoded. In the decoder, texture synthesis using image quilting technique is applied for the transmitted patches to reproduce texture regions, and they are synthesized with non-texture regions using Poisson blending. Our algorithm newly introduces a saliency map and texture feature vectors to select patches to be encoded, and an optimization method of quantization parameters for both non-texture component and texture patch component. Simulation results show that the proposed method can reduce 70-80% of occurred bits without visual degradation in comparison with the conventional standards. Moreover, we have proposed a fast Poisson blending method and it can reduce over 97% of the processing time without picture degradation in comparison with conventional synthesis method.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (13 results)

All 2016 2015 2014 Other

All Journal Article (3 results) (of which Open Access: 3 results,  Acknowledgement Compliant: 3 results) Presentation (8 results) (of which Invited: 1 results) Remarks (2 results)

  • [Journal Article] 高度擬似表現を用いた超高圧縮映像符号化の研究2015

    • Author(s)
      八島由幸
    • Journal Title

      千葉工業大学附属研究所プロジェクト研究年報

      Volume: Vol.12 Pages: 139-140

    • Related Report
      2015 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] 画像圧縮符号化研究について思うこと2015

    • Author(s)
      八島由幸
    • Journal Title

      画像電子学会誌

      Volume: 44 Pages: 150-153

    • Related Report
      2014 Research-status Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] 顕著性マップとポアソンブレンディングを用いたテクスチャ合成画像符号化に関する研究2014

    • Author(s)
      八島由幸
    • Journal Title

      千葉工業大学付属総合研究所プロジェクト年報

      Volume: 11 Pages: 79-81

    • Related Report
      2014 Research-status Report
    • Open Access / Acknowledgement Compliant
  • [Presentation] テクスチャ合成符号化における量子化幅と画質に関する一考察2016

    • Author(s)
      鈴木貴規,八島由幸
    • Organizer
      2016年電子情報通信学会総合大会
    • Place of Presentation
      九州大学(福岡県福岡市)
    • Year and Date
      2016-03-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] 画像符号化技術のブレイクスルー ~課題と可能性~2016

    • Author(s)
      八島由幸
    • Organizer
      電子情報通信学会画像工学研究会
    • Place of Presentation
      名桜大学(沖縄県名護市)
    • Year and Date
      2016-03-08
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] バイラテラル/Wavelet/TVフィルタによるテクスチャ合成画像比較実験2015

    • Author(s)
      鈴木貴規,長友陽介,八島由幸
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      立命館大学(滋賀県草津市)
    • Year and Date
      2015-03-11
    • Related Report
      2014 Research-status Report
  • [Presentation] 画像圧縮符号化研究のこれから ~keep steadyとmake innovation~2015

    • Author(s)
      八島由幸
    • Organizer
      電子情報通信学会画像工学研究会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2015-02-23
    • Related Report
      2014 Research-status Report
  • [Presentation] Image Coding Method With Saliency-based Texture Synthesis and Poisson Blending2015

    • Author(s)
      Yousuke Nagatomo,Yosihyuki Yashima
    • Organizer
      International Workshop on Advanced Image Technology, IWAIT2015
    • Place of Presentation
      National Cheng Kung University, Tainan, Taiwan
    • Year and Date
      2015-01-13
    • Related Report
      2014 Research-status Report
  • [Presentation] 顕著性マップとポアソンブレンディングを用いたテクスチャ合成符号化の検討2014

    • Author(s)
      長友陽介,八島由幸
    • Organizer
      電子情報通信学会第29回画像符号化シンポジウム
    • Place of Presentation
      ラフォーレ修善寺(静岡県伊豆市)
    • Year and Date
      2014-11-12
    • Related Report
      2014 Research-status Report
  • [Presentation] 画像縮小と輝度勾配参照拡大を利用したポアソン画像合成の高速化2014

    • Author(s)
      長友陽介,八島由幸
    • Organizer
      情報処理学会オーディオビジュアル複合情報処理研究会
    • Place of Presentation
      千葉工業大学(千葉県習志野市)
    • Year and Date
      2014-08-01
    • Related Report
      2014 Research-status Report
  • [Presentation] 縮小画像を用いたポアソン画像合成の高速化

    • Author(s)
      長友陽介,八島由幸
    • Organizer
      電子情報通信学会情報科学技術フォーラム,FIT2013,,I-036
    • Place of Presentation
      鳥取大学(鳥取県)
    • Related Report
      2013 Research-status Report
  • [Remarks] 千葉工業大学情報科学部情報ネットワーク学科八島研究室Webページ

    • Related Report
      2015 Annual Research Report
  • [Remarks] 千葉工業大学八島研究室Webページ

    • URL

      http://www.vpc.net.it-chiba.ac.jp/

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

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