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Joint image transmission via convex optimization

Research Project

Project/Area Number 24560443
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionChiba Institute of Technology

Principal Investigator

MIYATA Takamichi  千葉工業大学, 工学部, 准教授 (90431999)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2014: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords凸最適化 / 画像符号化 / 画像処理 / 画像復元 / マルチメディア / 画像ノイズ除去 / 画像リターゲティング / 画像伝送 / 画像リターゲッティング / 画像インペインティング
Outline of Final Research Achievements

Convex optimization based methods are widely proposed in image processing research field. Such methods utilize prior information of desired result by representing the information as a convex objective function. In this research project, we tried to push the boundary of the convex optimization based methods towards three important problems --- image inpainting, image retargeting and image coding--- which are the building blocks of end-to-end image transmission system. We proposed a low-rank matrix based image inpainting method, an image retargeting method by focusing on ROI (region of interest) movement, and a post processing method for coded chrominance component by using the luminance-chrominance correlation.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (27 results)

All 2015 2014 2013 2012 Other

All Journal Article (7 results) (of which Peer Reviewed: 7 results) Presentation (19 results) (of which Invited: 1 results) Remarks (1 results)

  • [Journal Article] Constrained Weighted Least Square Filter for Chrominance Recovery of High Resolution Compressed Image2015

    • Author(s)
      Takamichi Miyata, Tomonobu Yoshino, Sei Naito
    • Journal Title

      IEICE Transaction on Fundamentals

      Volume: 未定

    • NAID

      130005089899

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ROI移動の大域最適化による任意形イメージリターゲッティングの提案2015

    • Author(s)
      野中 敬介 宮田 高道 羽鳥 好律
    • Journal Title

      電子情報通信学会論文誌 D

      Volume: J97-D Pages: 1625-1640

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Cartoon-Texture Image Decomposition Using Blockwise Low-Rank Texture Characterization2014

    • Author(s)
      Shunsuke Ono, Takamichi Miyata, Isao Yamada
    • Journal Title

      IEEE Transactions on Image Processing

      Volume: 23 Issue: 3 Pages: 1128-1142

    • DOI

      10.1109/tip.2014.2299067

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Image Retargeting for Arbitrary-shaped Display via Convexfication of ROIs Positioning Problem2013

    • Author(s)
      Keisuke Nonaka, Takamichi Miyata, Yoshinori Hatori
    • Journal Title

      Proceedings of International Workshop on Advanced Image Technology

      Volume: vol. 1

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Image Recovery by Decomposition with Component-Wise Regularization2012

    • Author(s)
      Shunsuke Ono, Takamichi Miyata, Isao Yamada, Katsunori Yamaoka
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E95.A Issue: 12 Pages: 2470-2478

    • DOI

      10.1587/transfun.E95.A.2470

    • NAID

      10031161383

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Image Retargeting Method for Arbitrary-shaped Display2012

    • Author(s)
      野中 敬介,宮田 高道,羽鳥 好律
    • Journal Title

      The Journal of The Institute of Image Information and Television Engineers

      Volume: 66 Issue: 12 Pages: J524-J532

    • DOI

      10.3169/itej.66.J524

    • NAID

      130003350252

    • ISSN
      1342-6907, 1881-6908
    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Vectorized Total Variation Defined by Weighted L infinity Norm for Utilizing Inter Channel Dependency2012

    • Author(s)
      Takamichi Miyata, Yoshinori Sakai
    • Journal Title

      Proceedings of IEEE ICIP2012

      Volume: vol. 1 Pages: 3057-3060

    • DOI

      10.1109/icip.2012.6467545

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Inter-Channel Relation based Vectorial Total Variation for Color Image Recovery2015

    • Author(s)
      Takamichi Miyata
    • Organizer
      IEEE International Conference on Image Processing 2015
    • Place of Presentation
      Quebec city, Canada
    • Year and Date
      2015-09-27 – 2015-09-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Image Restoration by Stochastic Proximal Optimization2015

    • Author(s)
      Shunsuke Ono, Takamichi Miyata, Itsuo Kumazawa
    • Organizer
      電子情報通信学会 信号処理研究会
    • Place of Presentation
      ホテルミヤヒラ(沖縄県石垣市)
    • Year and Date
      2015-03-02 – 2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] 奥行きを考慮した画像合成の基礎検討2014

    • Author(s)
      大矢 剛史,宮田 高道
    • Organizer
      画像符号化シンポジウム(PCSJ 2014)
    • Place of Presentation
      ラフォーレ修善寺(静岡県伊豆市)
    • Year and Date
      2014-11-12 – 2014-11-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] H.265 イントラ符号化画像に対するポスト処理による色差成分および テクスチャの復元について2014

    • Author(s)
      宮田 高道,吉野 知伸,内藤 整
    • Organizer
      画像符号化シンポジウム(PCSJ 2014)
    • Place of Presentation
      ラフォーレ修善寺(静岡県伊豆市)
    • Year and Date
      2014-11-12 – 2014-11-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] Directional filter を用いた被写体ぼけ領域の検出の基礎検討2014

    • Author(s)
      森野 優汰,黒木 翔太,鈴木 裕大,宮田 高
    • Organizer
      映像メディア処理シンポジウム(IMPS 2014)
    • Place of Presentation
      ラフォーレ修善寺(静岡県伊豆市)
    • Year and Date
      2014-11-12 – 2014-11-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] 無相関化色空間における色チャンネル間の関係性を考慮したベクトル型全変動の一検討2014

    • Author(s)
      宮田 高道
    • Organizer
      映像メディア処理シンポジウム(IMPS 2014)
    • Place of Presentation
      ラフォーレ修善寺(静岡県伊豆市)
    • Year and Date
      2014-11-12 – 2014-11-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] 画素値勾配の局所的分布に基づくテクスチャ保存型ノイズ除去法の基礎検討2014

    • Author(s)
      細野 海人,宮田 高道
    • Organizer
      映像メディア処理シンポジウム(IMPS 2014)
    • Place of Presentation
      ラフォーレ修善寺(静岡県伊豆市)
    • Year and Date
      2014-11-12 – 2014-11-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] Post Processing for Chrominance Component of Coded Image by Block Wise Weighted Least Square Filter2014

    • Author(s)
      Takamichi Miyata, Tomonobu Yoshino, Sei Naito
    • Organizer
      International Workshop on Image Media Quality and its Application
    • Place of Presentation
      千葉大学(千葉県千葉市)
    • Year and Date
      2014-09-02 – 2014-09-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Image Retargeting における重要領域移動問題の移動可能領域限定による凸化に関する検討2012

    • Author(s)
      野中 敬介,宮田 高道,羽鳥 好律
    • Organizer
      第17回映像メディア処理シンポジウム予稿集
    • Place of Presentation
      神奈川県
    • Related Report
      2012 Research-status Report
  • [Presentation] 重み付き L∞ノルム型 Total Variation による色画像のノイズ除去2012

    • Author(s)
      宮田 高道
    • Organizer
      第17回映像メディア処理シンポジウム予稿集
    • Place of Presentation
      神奈川県
    • Related Report
      2012 Research-status Report
  • [Presentation] ブロック核ノルムの提案とその画像処理応用2012

    • Author(s)
      小野峻佑,宮田高道,山田功
    • Organizer
      第17回映像メディア処理シンポジウム予稿集
    • Place of Presentation
      神奈川県
    • Related Report
      2012 Research-status Report
  • [Presentation] L Infinity Total Generalized Variation for Color Image Recovery

    • Author(s)
      Takamichi Miyata
    • Organizer
      IEEE International Conference on Image Processing (ICIP) 2013
    • Place of Presentation
      オーストラリア,Melbourne Convention and Exhibition Centre South Wharf
    • Related Report
      2013 Research-status Report
  • [Presentation] Generalized Image Retargting via Convex Optimization

    • Author(s)
      Keisuke Nonaka, Takamichi Miyata, Yoshinori Hatori
    • Organizer
      IEEE International Conference on Image Processing (ICIP) 2013
    • Place of Presentation
      オーストラリア,Melbourne Convention and Exhibition Centre South Wharf
    • Related Report
      2013 Research-status Report
  • [Presentation] l2,1 Mixed Norm Projection and Its Application to Image Denoising Problem

    • Author(s)
      Takamichi Miyata
    • Organizer
      電子情報通信学会 信号処理研究会
    • Place of Presentation
      東京農工大学 小金井キャンパス 科学博物館
    • Related Report
      2013 Research-status Report
  • [Presentation] 複数領域の効果的表示のためのマルチイメージリターゲティングに関する基礎検討

    • Author(s)
      野中 敬介,宮田 高道,羽鳥 好律
    • Organizer
      画像メディア処理シンポジウム
    • Place of Presentation
      静岡県 ニューウェルシティ湯河原
    • Related Report
      2013 Research-status Report
  • [Presentation] L∞ノルム型 Total Generalized Variation とその色画像復元問題における応用について

    • Author(s)
      宮田 高道
    • Organizer
      画像メディア処理シンポジウム
    • Place of Presentation
      静岡県 ニューウェルシティ湯河原
    • Related Report
      2013 Research-status Report
  • [Presentation] 画像再構成のための先見情報の利用と凸最適化問題について

    • Author(s)
      宮田高道
    • Organizer
      映像情報メディア学会 情報センシング研究会
    • Place of Presentation
      静岡大学 佐鳴会館
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Focused Plenoptic Cameraによる全焦点画像生成のためのDepth Map推定法

    • Author(s)
      小倉 嶺,宮田高道
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      新潟県 新潟大学 五十嵐キャンパス
    • Related Report
      2013 Research-status Report
  • [Presentation] ブロック分割型Colorization符号化に関する基礎検討

    • Author(s)
      宮田高道,吉野知伸,内藤 整
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      新潟県 新潟大学 五十嵐キャンパス
    • Related Report
      2013 Research-status Report
  • [Remarks] Publications - Takamichi Miyata, Ph. D.

    • URL

      https://sites.google.com/site/takamichimiyata/publications

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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