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A study on accurate high-quality image reconstruction based on representation bases

Research Project

Project/Area Number 22700088
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Media informatics/Database
Research InstitutionHokkaido University

Principal Investigator

OGAWA TAKAHIRO  北海道大学, 情報科学研究科, 助教 (20524028)

Project Period (FY) 2010-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords画像復元 / 画像再構成 / 画質評価 / 画像評価
Research Abstract

In this study, we realized algorithms for accurate high-quality image reconstruction based on representation bases obtained from training images in databases. Specifically, we realized 1) simultaneous removal of multiple degradation elements, 2) derivation of representation bases for obtaining high-quality images and 3) selection scheme of optimal bases suitable for reconstructing target contents. Consequently, our study improved the performance limitation existing in the field of image restoration such as error concealment, noise removal and super-resolution.

Report

(5 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (54 results)

All 2014 2013 2012 2011 2010 Other

All Journal Article (19 results) (of which Peer Reviewed: 19 results) Presentation (30 results) Remarks (5 results)

  • [Journal Article] Adaptive missing texture reconstruction method Based on kernel cross-modal factor analysis with a mew evaluation criterion2014

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      Signal Processing

      Volume: (掲載確定)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive Missing Texture Reconstruction Method Based on Kernel Cross-Modal Factor Analysis with a New Evaluation Criterion2014

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      Signal Processing

      Volume: -

    • NAID

      120005512019

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image inpainting based on sparse representations with a perceptual metric2014

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      EURASIP Journal on Advances in Signal Processing

      Volume: -

    • NAID

      120006471034

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image inpainting based on sparse representations with a perceptual metric2013

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      EURASIP Journal on Advances in Signal Processing

      Volume: - Issue: 1

    • DOI

      10.1186/1687-6180-2013-179

    • NAID

      120006471034

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Super-resolution for simultaneous realization of resolution enhancement and motion blur removal based on adaptive prior settings2013

    • Author(s)
      Takahiro Ogawa, Daisuke Izumi, Akane Yoshizaki and Miki Haseyama
    • Journal Title

      EURASIP Journal on Advances in Signal Processing 2013

      Volume: vol.2013 Issue: 1 Pages: 30-30

    • DOI

      10.1186/1687-6180-2013-30

    • NAID

      120005295679

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Missing texture reconstruction method based on error reduction algorithm using Fourier transform magnitude estimation scheme2013

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      IEEE Transactions on Image Processing

      Volume: vol.22, no.3 Issue: 3 Pages: 1252-1257

    • DOI

      10.1109/tip.2012.2220152

    • NAID

      120005295678

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Trial realization of human-centered multimedia navigation for video retrieval2013

    • Author(s)
      Miki Haseyama, Takahiro Ogawa
    • Journal Title

      International Journal of Human-Computer Interaction

      Volume: vol.29, no.2 Pages: 96-109

    • NAID

      120005353238

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A review of video retrieval based on image and video semantic understanding2013

    • Author(s)
      Miki Haseyama, Takahiro Ogawa, Nobuyuki Yagi
    • Journal Title

      ITE Transactions on Media Technology and Applications

      Volume: vol.1, no.1 Pages: 2-9

    • NAID

      120005295675

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Review of Video Retrieval Based on Image and Video Semantic Understanding2013

    • Author(s)
      Miki Haseyama, Takahiro Ogawa, Nobuyuki Yagi
    • Journal Title

      ITE Transactions on Media Technology and Applications

      Volume: 1 Pages: 2-9

    • NAID

      120005295675

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Trial Realization of Human-Centered Multimedia Navigation for Video Retrieval2013

    • Author(s)
      Miki Haseyama, Takahiro Ogawa
    • Journal Title

      International Journal of Human-Computer Interaction

      Volume: 29 Pages: 96-109

    • NAID

      120005353238

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive example-based super-resolution using Kernel PCA with a novel classification approach2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      EURASIP Journal on Advances in Signal Processing 2011

      Volume: - Issue: 1 Pages: 138-138

    • DOI

      10.1186/1687-6180-2011-138

    • NAID

      120003918956

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Missing image data reconstruction based on adaptive inverse projection via sparse representation2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      IEEE Transactions on Multimedia

      Volume: vol.13, no.5 Issue: 5 Pages: 974-992

    • DOI

      10.1109/tmm.2011.2161760

    • NAID

      120003370667

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive Single Image Superresolution Approach Using Support Vector Data Description2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      EURASIP Journal on Advances in Signal Processing

      Volume: vol.2011 Issue: 1

    • DOI

      10.1155/2011/852934

    • NAID

      120003898296

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Missing Intensity Interpolation Using a Kernel PCA-Based POCS Algorithm and Its Applications2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      IEEE Transactions on Image Processing

      Volume: vol.20, no.2 Issue: 2 Pages: 417-432

    • DOI

      10.1109/tip.2010.2070072

    • NAID

      120002795275

    • Related Report
      2013 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 固有空間BPLP 法の補間精度に関する解析2011

    • Author(s)
      田中 章, 小川 貴弘, 長谷山 美紀, 宮腰 政明
    • Journal Title

      電子情報通信学会 論文誌(A)

      Volume: vol.J94-A, no.2 Pages: 116-126

    • NAID

      110008440906

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive KPCA-Based Missing Texture Reconstruction Approach Including Classification Scheme via Difference Subspaces2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      IEEE International Conference on Image Processing

      Volume: - Pages: 1157-1160

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Missing Image Data Reconstruction Based on Adaptive Inverse Projection via Sparse Representation2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      IEEE Transactions on Multimedia

      Volume: 13 Pages: 974-992

    • NAID

      120003370667

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Missing Texture Reconstruction Method Based on Perceptually Optimized Algorithm2010

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      EURASIP Journal on Advances in Signal Processing

      Volume: vol.2010 Issue: 1

    • DOI

      10.1155/2010/208976

    • NAID

      120002777845

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Missing Texture Reconstruction Method Based on Perceptually Optimized Algorithm2010

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Journal Title

      EURASIP Journal on Advances in Signal Processing, vol.2010

    • NAID

      120002777845

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] カルマンフィルタを用いたエラーコンシールメントの高精度化に関する検討 ~物体の運動を考慮した状態遷移モデルの実現 ~2014

    • Author(s)
      大貫 修平, 小川 貴弘, 長谷山 美紀
    • Organizer
      映像情報メディア学会技術報告
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2014-02-18
    • Related Report
      2013 Final Research Report
  • [Presentation] 動画像の事例ベース超解像のランク最小化に基づく高精度化に関する検討2014

    • Author(s)
      廣川 真梨子, 小川 貴弘, 長谷山 美紀
    • Organizer
      映像情報メディア学会技術報告
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2014-02-18
    • Related Report
      2013 Final Research Report
  • [Presentation] Warping-Based Error Concealment Using Temporal Feature Point Correspondence2014

    • Author(s)
      Shuhei Ohnuki, Takahiro Ogawa, Miki Haseyama
    • Organizer
      IWAIT2014
    • Place of Presentation
      Sukosol Hotel(Bangkok, Thailand)
    • Year and Date
      2014-01-06
    • Related Report
      2013 Final Research Report
  • [Presentation] 胃X 線二重造影像を用いたHelicobacter pylori 感染の識別の高精度化に関する検討2013

    • Author(s)
      石原 賢太, 小川 貴弘, 長谷山 美紀
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      室蘭工業大学(北海道)
    • Year and Date
      2013-10-19
    • Related Report
      2013 Final Research Report
  • [Presentation] 重み付きロバストPCA を用いた動画像フレーム補間の高精度化に関する検討2013

    • Author(s)
      廣川 真梨子, 小川 貴弘, 長谷山 美紀
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      室蘭工業大学(北海道)
    • Year and Date
      2013-10-19
    • Related Report
      2013 Final Research Report
  • [Presentation] KCFA-BASED MISSING AREA RESTORATION INCLUDING NEW PRIORITY ESTIMATION2013

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Organizer
      ICIP2013
    • Place of Presentation
      Melbourne Convention and Exhibition Centre(Melbourne, Australia)
    • Year and Date
      2013-09-18
    • Related Report
      2013 Final Research Report
  • [Presentation] 胃X 線二重造影像を用いたHelicobacter pylori 感染の識別に関する検討2013

    • Author(s)
      吉崎 茜, 桂井麻里衣, 小川貴弘, 長谷山美紀
    • Organizer
      映像情報メディア学会技術報告
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2013-02-18
    • Related Report
      2013 Final Research Report
  • [Presentation] 近赤外光除去フィルタを用いずに取得した画像からの可視光成分の抽出に関する検討2012

    • Author(s)
      五十嵐 祐太,小川 貴弘,長谷山 美紀
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2012-10-21
    • Related Report
      2013 Final Research Report
  • [Presentation] サポートベクトル回帰を用いたぶれによる劣化画像の復元に関する一検討2012

    • Author(s)
      吉崎 茜,小川 貴弘,長谷山 美紀
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2012-10-20
    • Related Report
      2013 Final Research Report
  • [Presentation] 画像検索結果の提示方法の有効性評価に関する検討 ―特徴統合理論に基づく評価指標の実現―2012

    • Author(s)
      小林 克希,小川 貴弘,長谷山 美紀
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2012-10-20
    • Related Report
      2013 Final Research Report
  • [Presentation] Perceptually Optimized Subspace Estimation for Missing Texture Reconstruction2012

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Organizer
      ICASSP2012
    • Place of Presentation
      国立京都国際会館(京都府)
    • Year and Date
      2012-03-28
    • Related Report
      2013 Final Research Report
  • [Presentation] Perceptually Optimized Subspace Estimation for Missing Texture Reconstruction2012

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Organizer
      2012 IEEE International Conference on Acoustics, Speech, and Signal Processing
    • Place of Presentation
      国立京都国際会館(京都府)
    • Related Report
      2011 Annual Research Report
  • [Presentation] Adaptive KPCA-Based Missing Texture Reconstruction Approach Including Classification Scheme via Difference Subspaces2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Organizer
      ICIP2011
    • Place of Presentation
      Square Brussels Meeting Centre(ベルギー,ブリュッセル)
    • Year and Date
      2011-09-11
    • Related Report
      2013 Final Research Report
  • [Presentation] Adaptive Reconstruction Method of Missing Textures Based on Perceptually Optimized Algotithm2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Organizer
      ICASSP2011
    • Place of Presentation
      Prague Congress Centre(チェコ,プラハ)
    • Year and Date
      2011-05-25
    • Related Report
      2013 Final Research Report
  • [Presentation] Adaptive Reconstruction Method of Missing Textures Based on Perceptually Optimized Algorithm2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Organizer
      ICASSP 2011
    • Place of Presentation
      Czech Republic(チェコ・プラハ)
    • Year and Date
      2011-05-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] Adaptive Spatial-Temporal Error Concealment for Wavelet based Video Coding2011

    • Author(s)
      Sunmi Kim, Hirokazu Tanaka, Takahiro Ogawa, Miki Haseyama
    • Organizer
      GCOE-NGIT
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2011-01-18
    • Related Report
      2013 Final Research Report
  • [Presentation] Adaptive Spatial-Temporal Error Concealment for Wavelet based Video Coding2011

    • Author(s)
      Sunmi Kim, Hirokazu Tanaka, Takahiro Ogawa, Miki Haseyama
    • Organizer
      GCOE-NGIT 2011
    • Place of Presentation
      北海道大学(札幌市)
    • Year and Date
      2011-01-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] Adaptive Reconstruction Method of Missing Textures Based on Perceptually Optimized Algotithm2011

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Organizer
      2011 IEEE International Conference on Acoustics, Speech, and Signal Processing
    • Place of Presentation
      Prague Congress Center(Prague)
    • Related Report
      2011 Annual Research Report
  • [Presentation] Spatial-Temporal Error Concealment for 3-D DWT Video Coding in Wireless Transmission System2010

    • Author(s)
      Summi Kim, Hirokazu Tanaka, Takahiro Ogawa, Miki Haseyama
    • Organizer
      若手研究者支援のための産学協同GCOE 国内シンポジウム
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2010-10-06
    • Related Report
      2013 Final Research Report
  • [Presentation] Spatial-Temporal Error Concealment for 3-D DWT Video Coding in Wireless Transmission System2010

    • Author(s)
      Summi Kim, Hirokazu Tanaka, Takahiro Ogawa, Miki Haseyama
    • Organizer
      若手研究者支援のための産学協同GCOE国内シンポジウム
    • Place of Presentation
      北海道大学(札幌市)
    • Year and Date
      2010-10-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] 学びの習慣と考える力の育成~プログラミング実験からのスタート~2010

    • Author(s)
      小川貴弘, 長谷山美紀
    • Organizer
      第12回DSPS教育者会議
    • Place of Presentation
      東京工業大学(東京都)
    • Year and Date
      2010-09-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] KCFA-BASED MISSING AREA RESTORATION INCLUDING NEW PRIORITY ESTIMATION

    • Author(s)
      Takahiro Ogawa, Miki Haseyama
    • Organizer
      ICIP 2013
    • Place of Presentation
      Melbourne Convention and Exhibition Centre(Melbourne, Australia)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 胃X線二重造影像を用いたHelicobacter pylori感染の識別の高精度化に関する検討

    • Author(s)
      石原 賢太, 小川 貴弘, 長谷山 美紀
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      室蘭工業大学(北海道室蘭市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Warping-Based Error Concealment Using Temporal Feature Point Correspondence

    • Author(s)
      Shuhei Ohnuki, Takahiro Ogawa and Miki Haseyama
    • Organizer
      IWAIT2014
    • Place of Presentation
      Sukosol Hotel(Bangkok, Thailand)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 動画像の事例ベース超解像のランク最小化に基づく高精度化に関する検討

    • Author(s)
      廣川 真梨子, 小川 貴弘, 長谷山 美紀
    • Organizer
      映像情報メディア学会技術報告
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] カルマンフィルタを用いたエラーコンシールメントの高精度化に関する検討 ~ 物体の運動を考慮した状態遷移モデルの実現 ~

    • Author(s)
      大貫 修平, 小川 貴弘, 長谷山 美紀
    • Organizer
      映像情報メディア学会技術報告
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 画像検索結果の提示方法の有効性評価に関する検討 ―特徴統合理論に基づく評価指標の実現―

    • Author(s)
      小林 克希,小川 貴弘,長谷山 美紀
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Related Report
      2012 Annual Research Report
  • [Presentation] サポートベクトル回帰を用いたぶれによる劣化画像の復元に関する一検討

    • Author(s)
      吉崎 茜,小川 貴弘,長谷山 美紀
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 近赤外光除去フィルタを用いずに取得した画像からの可視光成分の抽出に関する検討

    • Author(s)
      五十嵐 祐太,小川 貴弘,長谷山 美紀
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 胃X線二重造影像を用いたHelicobacter pylori感染の識別に関する検討

    • Author(s)
      吉崎 茜, 桂井麻里衣, 小川貴弘, 長谷山美紀
    • Organizer
      映像情報メディア学会技術報告
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://www-lmd.ist.hokudai.ac.jp/

    • Related Report
      2013 Final Research Report
  • [Remarks] メディアダイナミクス研究室

    • URL

      http://www-lmd.ist.hokudai.ac.jp/

    • Related Report
      2013 Annual Research Report
  • [Remarks] メディアダイナミクス研究室

    • URL

      http://www-lmd.ist.hokudai.ac.jp/

    • Related Report
      2012 Annual Research Report
  • [Remarks] メディアダイナミクス研究室

    • URL

      http://www-lmd.ist.hokudai.ac.jp/

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www-md.ist.hokudai.ac.jp/

    • Related Report
      2010 Annual Research Report

URL: 

Published: 2010-08-23   Modified: 2019-07-29  

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