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Restoration of the Image Signal Lost by Analog to Digital Conversion

Research Project

Project/Area Number 18500140
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionMusashi Institute of Technology

Principal Investigator

TAGUCHI Akira  Musashi Institute of Technology, Engineering, Professor (40216825)

Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,410,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥210,000)
Fiscal Year 2007: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2006: ¥2,500,000 (Direct Cost: ¥2,500,000)
Keywordssampling / quantization / enlargement of digital image / bit-length expansion / frame rate up-conversion
Research Abstract

Resolution and bit-length of digital images are decided by Analog to Digital Conversion. In the case of video signals, frame rate is also decided by video recoding. Image enragement, frame rate up-conversion and bit-length expansion techniques are necessary for many digital image/video equipments, such as high-quality display such as the LCD display and the plasma display. In this research, three techniques(i.e., image enragement, frame rate up-conversion and bit-length expansion) are studied.
Image enragement : The Laplacian pyramid representation(LP) method, which has been proposed by ourselves, is implemented on FPGA(Xilinx Virtex-II XC2V6000). The LP method is realized by 5654 slices, 7715 FFs and 42 block RAMs. We achieve 206.9[MHz] for maximum operating frequency and only 20 lines for system latency.
Frame rate up-conversion : In this research, a novel frame rate up-conversion(FRUC) method using the motion compensation(MC) based on block matching algorithm(BMA) is proposed. The pro … More perty of the BMA is changed by the size of block. It is desirable for small moving object to set block size small. On the other hand, we would like to set the block size large in the global motion region. Therefore, the block size is decided depend on the property of the local region of frame image. A novel FRUC technique based on the motion compensated interpolation with multi-size blocks is proposed. At first, the frame image is divided into 8x8 blocks and motion vectors are estimated for each 8x8 block. Next, the similar motion blocks are merged into one block, up to 32x32 block. Thus the proposed method reduces block artifacts and realizes the clear interpolation of moving objects regardless of the size of those.
Bit-length expansion : In this research, we propose a bit-length expansion method from M gray levels to N(=3(M-1) +1) gray levels. This operation means that two gray-levels are introduced between existing levels. The bit-length expansion method results in the estimation problem of an error image between an M gray level's image and an N gray level's image. The error image is constructed by only three values. If the difference between the existing level and the inserted new level is defined as Δ, the N level image is obtained by adding+Δ, 0 or-Δ to the M level image. We show that the proposed method can remove pseudo-contour of digital images through a lot of application results. Less

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (33 results)

All 2008 2007 2006

All Journal Article (33 results) (of which Peer Reviewed: 7 results)

  • [Journal Article] 階調数伸長処理による画質向上法2008

    • Author(s)
      木村 誠聡
    • Journal Title

      電気学会論文誌(C) Vol.128

      Pages: 484-492

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] ビット長伸長処理による画質改善法の提案2008

    • Author(s)
      又木 秀教
    • Journal Title

      電子情報通信学会技術研究報告〔スマートインフォメディアシステム〕 SIS2007-89

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 位相限定相関法に基づく超解像度手法2008

    • Author(s)
      村平 宏太
    • Journal Title

      電子情報通信学会技術研究報告〔スマートインフォメディアシステム〕 SIS2007-89

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Bit-length expansion for digital images.2008

    • Author(s)
      Tomoaki Kimura, Akira Taguchi
    • Journal Title

      IEEJ Trans. on Electronics, Information and Systems Vol.128, No.3

      Pages: 484-492

    • NAID

      210000171211

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Super resolution interpolation based on the phase-only correlation.2008

    • Author(s)
      Kota Murahira, Akira Taguchi
    • Journal Title

      IEICE Technical Report SIS2007-90

    • NAID

      110006914951

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Bit-length expansion for digital images.2008

    • Author(s)
      Hidenori Mataki
    • Journal Title

      IEICE Technical Report SIS2007-89

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 階調数伸長処理による画質向上法2008

    • Author(s)
      木村 誠聡, 田口 亮
    • Journal Title

      電気学会論文誌C Vol.128

      Pages: 484-492

    • NAID

      10021131864

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ビット長伸長処理による画質改善法の提案2008

    • Author(s)
      又木 秀教, 木村 誠聡, 田口 亮
    • Journal Title

      電子情報通信学会技術研究報告[スマートインフォメディアシステム] Vol.107,No.548

      Pages: 45-48

    • NAID

      110006914950

    • Related Report
      2007 Annual Research Report
  • [Journal Article] 位相限定相関法に基づく超解像度手法2008

    • Author(s)
      村平 宏太, 田口 亮
    • Journal Title

      電子情報通信学会技術研究報告[スマートインフォメディアシステム] Vol.107,No.548

      Pages: 49-54

    • NAID

      110006914951

    • Related Report
      2007 Annual Research Report
  • [Journal Article] ブロックマッチング動き補償に基づくフレーム間補間法2007

    • Author(s)
      藤原 慎矢
    • Journal Title

      電子情報通信学会論文誌(A) Vol.J90-A

      Pages: 477-483

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] High Accuracy Bicubic Interpolation Using Image Local Features2007

    • Author(s)
      哀 帥
    • Journal Title

      IEICE Transactions on Fundamentals Vol.E90-A

      Pages: 1611-1615

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A frame rate up-conversion method based on block matching algorithm.2007

    • Author(s)
      Shinya Fujiwara
    • Journal Title

      IEICE Trans. on Fundamentals Vol.J90-A, No.5

      Pages: 477-483

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] High Accuracy Bicubic Interpolation Using Image local features.2007

    • Author(s)
      Shuai Yuan
    • Journal Title

      IEICE Trans. on Fundamentals Vol.E90-A, No.8

      Pages: 1611-1615

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ブロックマッチング動き補償に基づくフレーム間補間法2007

    • Author(s)
      藤原 慎矢, 田口 亮
    • Journal Title

      電子情報通信学会論文誌(A) Vol.J90-A

      Pages: 477-483

    • NAID

      110007384511

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] High Accuracy Bicubic Interpolation Using Image Local Features2007

    • Author(s)
      哀 帥, 阿部 正英, 田口 亮, 川又 政征
    • Journal Title

      IEICE Transactions on Fundamentals Vol.E90-A

      Pages: 1611-1615

    • NAID

      110007540857

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ビット長伸長処理による画質向上2006

    • Author(s)
      山岸 一朗
    • Journal Title

      電子情報通信学会技術研究報告〔スマートインフォメディアシステム〕 SIS2006-15

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ブロックマッチング動く推定に基づくフレームレート向上に関する一手法2006

    • Author(s)
      藤原 慎矢
    • Journal Title

      電子情報通信学会技術研究報告〔スマートインフォメディアシステム〕 SIS2006-16

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ブロックマッチング動く推定に基づくフレームレート間補間法2006

    • Author(s)
      藤原 慎矢
    • Journal Title

      第21回信号処理シンポジウム講演論文集 (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ビット長伸長処理による画質向上2006

    • Author(s)
      山岸 一朗
    • Journal Title

      第21回信号処理シンポジウム講演論文集 (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] High Accuracy Bicubic Interpolation Using Image Local Features2006

    • Author(s)
      哀 帥
    • Journal Title

      第21回信号処理シンポジウム講演論文集 (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Motion-Compensated Frame Rate Up-Conversion Based on Block Matching Algorithm2006

    • Author(s)
      藤原 慎矢
    • Journal Title

      Proc. of SCIS & ISIS 2006(CD-ROM) (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Bit length expansion for digital images.2006

    • Author(s)
      Ichiro Yanagishi
    • Journal Title

      IEICE Technical Report SIS2006-14

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A frame rate up-conversion method based on block matching algorithm.2006

    • Author(s)
      Shinya Fujiwara
    • Journal Title

      IEICE Technical Report SIS2006-15

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Bit length expansion for digital images.2006

    • Author(s)
      Ichiro Yanagishi
    • Journal Title

      Proc. of 21-th digital signal processing symposium

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A frame rate up-conversion method based on block matching algorithm.2006

    • Author(s)
      Shinya Fujiwara
    • Journal Title

      Proc. of 21-th digital signal processing symposium

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] High Accuracy Bicubic Interploation Using Image local features.2006

    • Author(s)
      Shuai Yuan
    • Journal Title

      Proc. of 21-th digital signal processing symposium

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Motion-Compensated Frame Rate Up-Conversion Based on Block Matching Algorithm.2006

    • Author(s)
      Shinya Fujiwara
    • Journal Title

      Proc. of SCIS & ISIS

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ビット長伸長処理による画質向上2006

    • Author(s)
      山岸一朗, 田口 亮
    • Journal Title

      電子情報通信学会技術研究報告〔スマートインフォメディアシステム〕 SIS2006-15

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ブロックマッチング動く推定に基づくフレームレート向上に関する一手法2006

    • Author(s)
      藤原慎矢, 田口 亮
    • Journal Title

      電子情報通信学会技術研究報告〔スマートインフォメディアシステム〕 SIS2006-16

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ブロックマッチング動く補償に基づくフレーム間補間法2006

    • Author(s)
      藤原慎矢, 田口 亮
    • Journal Title

      第21回信号処理シンポジウム講演論文集 (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ビット長伸長処理による画質向上法2006

    • Author(s)
      山岸一朗, 田口 亮
    • Journal Title

      第21回信号処理シンポジウム講演論文集 (CD-ROM)

    • NAID

      110004751124

    • Related Report
      2006 Annual Research Report
  • [Journal Article] High Accuracy Bicubic Interpolation Using Image Local Features2006

    • Author(s)
      袁帥, 阿部正英, 田口亮, 川又政征
    • Journal Title

      第21回信号処理シンポジウム講演論文集 (CD-ROM)

    • NAID

      110007540857

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Motion-Compensated Frame Rate Up-Conversion Based on Block Matching Algorithm2006

    • Author(s)
      S.Fujiwara, A.Taguchi
    • Journal Title

      Proc. of SCIS &ISIS 2006 (CD-ROM)

    • NAID

      130004672612

    • Related Report
      2006 Annual Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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