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Study on A Highly Efficient Loss-Less Coding Scheme for Image Signals

Research Project

Project/Area Number 07650409
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報通信工学
Research InstitutionUtsunomiya University

Principal Investigator

KATO Shigeo  Utsunomiya University, Faculty of Engineering Associate Professor, 工学部, 助教授 (00143529)

Project Period (FY) 1995 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 1996: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1995: ¥1,600,000 (Direct Cost: ¥1,600,000)
KeywordsNatural Image / Still Image / Data Compression / Highly Efficient Coding / Reversible Coding / Loss-Less Coding / Arithmetic Coding / Markov Model Coding / 画像符号化 / 画像データ圧縮
Research Abstract

In this study, a highly efficient loss-less image coding scheme is developed. Image coding is basically separated into two blocks. One is the model part and another is the entropy encoder. First, we proposed a three dimensional Markov model coding scheme as the model part of the loss-less image coding. In ourmodel, correlations between bit-planes are utilized. The computer simulation is performed for the images of 256 levels using the three dimensional Markov model of 12 reference elements and we can get results that this method can reduce the entropy by 8 percent at its maximum compared with the conventional Markov model of 1 reference pixel. Next, we proposed two entropy coding methods. the first one is concerned with the arithmetic coding. In our coding scheme, any augend state is transited into a same state independent of symbol values, by estimating probability of LPS to 1/ (1+2^Q). In this method, augend data are only calculated by shift operation using the prepared augend table. Simulation experiments from points of view in coding efficiency and the number of coding operations are performed using binary images. The second one is concerned with Variable-to-Fixed code (VF code), that is high speed decodable code. We revealed that the VF code is more efficient than the conventional Huffman code under some condition. By using above mentioned model and entropy coding scheme, the highly efficient loss-less image coding scheme is described.

Report

(3 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • Research Products

    (18 results)

All Other

All Publications (18 results)

  • [Publications] 加藤茂夫: "改良型多値算術符号の提案とその符号化効率に関する検討" 画像電子学会誌. 24.6. 744-750 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤茂夫: "非分岐状態遷移型算術符号とその符号化性能" 画像電子学会誌. 25.3. 275-282 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤茂夫: "可変長ブロック化による画像深層暗号の改良" 画像電子学会誌. 25.4. 375-381 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤茂夫: "マルコフ・コンテクストに基づく文字ディザ混在画像の領域分離符号化" 画像電子学会誌. 25.5. 533-540 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤茂夫: "2値画像国際標準符号化方式JBIGにおける伝送誤り検出法" 画像電子学会誌. 25.6. 764-771 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 長谷川まどか: "三次元マルコフモデルによる自然画像の可逆符号化" 映像情報メディア学会誌. 51.3. (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Shigeo KATO and Takashi HIRATA: "Proposal of a Modified Multialphabet Arithmetic Coding Method and Consideration of the Coding Efficiency" The Journal of the Institute of Image Electronics Engineers of JAPAN. Vol.24, No.6. 744-750 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Shigeo KATO and Takashi HIRATA: "Proposal of Non-branch State Transition Arithmetic Coding and Consideration of the Coding Performance" The Journal of the Institute of Image Electronics Engineers of JAPAN. Vol.25, No.3. 275-282 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Shigeo KATO,Madoka HASEGAWA and Fumito TERASHIMA: "Improvement of the Image Concealing Method Using Variable Length Block" The Journal of the Institute of Image Electronics Engineers of JAPAN. Vol.25, No.4. 375-381 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Shigeo KATO,Madoka HASEGAWA and Yuki TAKAHASHI: "Efficient Coding of Character and Dithered Images Using Region Separation Based on Markov Contexts" The Journal of the Institute of Image Electronics Engineers of JAPAN. Vol.25, No.5. 533-540 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Shigeo KATO,Madoka HASEGAWA and Makoto ISHIZUKA: "Detection of Transmission Errors on JBIG Coding Scheme" The Journal of the Institute of Image Electronics Engineers of JAPAN. Vol.25, No.6. 764-771 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Madoka HASEGAWA,Shigeo KATO and Yoshihumi YAMADA: "A Lossless Image Coding Using 3-D Markov Model" The Jouranl of the Institute of Image Information and Televison Engineers. Vol.51, No.3. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤茂夫: "非分岐状態遷移型算術符号とその符号化性能" 画像電子学会誌. 25.3. 275-282 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 加藤茂夫: "可変長ブロック化による画像深層暗号の改良" 画像電子学会誌. 25.4. 375-381 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 加藤茂夫: "マルコフ・コンテクストに基づく文字ディザ混在画像の領域分離符号化" 画像電子学会誌. 25.5. 533-540 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 加藤茂夫: "2値画像国際標準符号化方式JBIGにおける伝送誤り検出法" 画像電子学会誌. 25.6. 764-771 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 長谷川まどか: "三次元マルコフモデルによる自然画像の可逆符号化" 映像情報メディア学会誌. 51.3. (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 加藤茂夫: "改良型多値算術符号の提案とその符号化効率に関する検討" 画像電子学会誌. 24. 744-750 (1995)

    • Related Report
      1995 Annual Research Report

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Published: 1995-04-01   Modified: 2016-04-21  

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