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Study on Parallel Processing of Multimedia in AI Systems

Research Project

Project/Area Number 08045034
Research Category

Grant-in-Aid for international Scientific Research

Allocation TypeSingle-year Grants
SectionUniversity-to-University Cooperative Research
Research Field Intelligent informatics
Research InstitutionNagoya Institute of Technology

Principal Investigator

ITO Hidenori  Nagoya Institute of Technology, Faculty of Engineering, Professor, 工学部, 教授 (80213073)

Co-Investigator(Kenkyū-buntansha) WALLACE Mark G.  Imperial College, IC-Parc, Principal Research fellow, ICーParc, Principal
RICHARDS Barry  Imperial College, IC-Parc, Professor, ICーParc, Professor
INUZUKA Nobuhiro  Nagoya Institute of Technology, Fuculty of Engineering, Lecturer, 工学部, 講師 (10221780)
SEKI Hirohisa  Nagoya Institute of Technology, Fuculty of Engineering, Professor, 工学部, 教授 (90242908)
SUZUKI Ikuo  Nagoya Institute of Technology, Fuculty of Engineering, Professor, 工学部, 教授 (10023152)
MARK G. Wall  Imperial College. ICーParc, Principal
BARRY Richar  Imperial College. ICーParc, Professor
Project Period (FY) 1996 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥3,700,000 (Direct Cost: ¥3,700,000)
Fiscal Year 1998: ¥1,300,000 (Direct Cost: ¥1,300,000)
Fiscal Year 1997: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 1996: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywordsmultimedia / artificial intelligence(AI) / parallel processing / higher-level reasoning / inductive learning
Research Abstract

In order to give parallel processing technology for multimedia information within the framework of artificial intelligence (AI) systems, we have investigated elements for the technology. We also enhanced these elements which are explained as follows.
1. Research on an intellectual drawing algorithm and a 'kansei' expression method
We developed algorithms for AI systems to understand, to interpret and to express multimedia information. Then, we combined these algorithms with a recognition method and an inductive learning method, which are investigated separately. Thus, the combined algorithm achieves a high-level processing. We also inspected it in an artistic domain for 'kansei' expression.
2. Research on music information processing
We developed a music composition and arrangement system based on a fractal technology, which has been used for image coding. Then, we enhanced this system in order to give total configuration of music. The enhanced system can generate and express not only main … More melodies but also counter parts of music and other parts of music, by considering structure of music.
3. Research on problem solving methods using a strategic solution method
We developed a method to induce, to generalize and to use strategic knowledge for the general problem solving framework. Its effect is inspected in an application area. We also investigated another approach within evolutionary methods. Combining these two approaches are remain for future works.
4. Knowledge acquisition using parallel inductive learning algorithms
We studied application of inductive learning methods to classify and to interpret multimedia information. We developed and compared three different approaches to parallelize the learning methods. This research archived a recognized result. We need to develop further enhancement to be used for larger scale applications.
5. Research on a high-speed abductive reasoning method using a parallel techniques
In the framework of abductive reasoning, we developed speed-up techniques using parallel processing. This is considered in a practical environment which consists of many computers connected by a network. In the real network system a computer must be used by many users and works for many tasks. We developed a parallel processing method that works in such a dynamic environment. Less

Report

(4 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • 1996 Annual Research Report
  • Research Products

    (56 results)

All Other

All Publications (56 results)

  • [Publications] 柴田 大介: "顔画像の線描画による表現手法について" 電子情報通信学会論文誌D-II. J80-D-II. 2095-2101 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 山田 雅之: "アヤトリ図形のトポロジカルな性質と結び目多項式による特性化" 情報処理学会論文誌. 38巻8号. 1573-1582 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 島尻 優香: "モデル生成法に基づく安定モデル計算の効率化" 人工知能学会論文誌. 12巻5号. 753-759 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 今津 由加里: "編物操作の記号表現とその可視化への応用" 情報処理学会論文誌. 39巻3号. 610-617 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 犬塚信博: "飽和節の構造分析に基づいた再帰的論理プログラムの帰納" 情報処理学会論文誌. 39巻12号. 3155-3164 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 森脇康介: "遺伝的プログラミング技法を用いた多出力二分決定グラフの進化-食物連鎖におけるマルチエージェントの進化シミュレーション-" 人工知能学会論文誌. 14巻3号(掲載予定). (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 塚本 健一: "An Efficient Parallel Simulation Technique for a Chaotic Urban Traffic Behavior" Fourth International Conference On Control, Automation Robotics And Vision. (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 加藤 昇平: "A Parallel Implementation of Cost-based Abductive Reasoning" Second International Symposium on Parallel Symbolic Computation. 111-118 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 犬塚 信博: "Efficient induction of executable logic programs from examples" Lecture Notes in Computer Science. 1345巻. 212-224 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 船橋 達志: "A Generating Method for 3-dimensional Knitting Cloth Shapes" Lecture Notes in Computer Science. 1351巻. 474-481 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 上之園 裕二: "A method to generate music using fractal coding" 16th IASTED International Conference Applied Informatics. 244-247 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 中野智文: "Inducing Shogi Heuristics Using Inductive Logic Programming" Lecture Note in Artificial Intelligence (Proc.8th Inter-national Confonfirence on ILP). 1446巻. 154-164 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 中村剛士: "Skeleton Revision Algorithm using Maximal Circles" 14th International Conference on Pattern Recognition. 1607-1609 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 中村智典: "A Parallel Cost-based Abductive Reasoning System on Heterogeneous Distributed Environments" Proc.8th International Parallel Computing Workshop. 315-312 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 船橋 達志: "The Supporting System for Knitting Design and Visualization of the Knitting Image" IASTED International Conference SIGNAL & IMAGE PRAOCESSING. 500-504 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 松井 藤五郎: "Parallel Induction Algorithms for Large Samples" Lecture Note in Artificial Intelligence (Proc.1st Inter-national Conference on Discovery Science). 1532巻. 397-398 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Daisuke Shibata: "Hatched Image Representation of Facial Images" The transactions of the institute of electronics, information and communication engineers D-II. Vol.J80, No.8. 2095-2101 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Masashi Yamada: "Topology of Cat's Cradle Diagrams and Its Characterization using Knot Polynomials" Transactions of Information Processing Society of Japan. Vol.38, No.8. 1573-1582 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Yuka Shimajiri: "Incorporating a Pruning Strategy into the Computation of Stable Models Based on MGTP" Journal of Japanese Society for Artificial Intelligence. Vol.12, No.5. 753-759 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Yukari Imazu: "A Symbolic Representation of Knitting Operations and Its Application to Visualization" Transactions of Information Processing Society of Japan. Vol.39, No.3. 610-617 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Nobuhiro Inuzuka: "Induction of Recursive Logic Programs Based on Structural Analysis of Saturations" Transactions of Information Processing Society of Japan. Vol.39, No.12. 3155-3164 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Kousuke Moriwaki: "Evolution of n-BDD Using Genetic Programming Method a Food Chain Simulation of Evolutional Agents" Journal of Japanese Society for Artificial Intelligence. Vol.14, No.3. (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Kenichi Tsukamoto: "An Efficient Parallel Simulation Technique for a Chaotic Urban Traffic Behavior" Fourth International Conference On Control, Automation Robotics And Vision. (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Shohey Kato: "A Parallel Implementation of Cost-based Abductive Reasoning" Second International Symposium on Parallel Symbolic Computation. 111-118 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Nobuhiro Inuzuka: "Efficient induction of executable logic programs from examples" Lecture Notes in Computer Science. 1345. 212-224 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tatsushi Funahashi: "A Generating Method for 3-dimensional Knitting Cloth Shapes-" Lecture Notes in Computer Science. 1351. 474-481 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Yuji Uenosono: "A method to generate music using fractal coding" 16th IASTED Internatinal Conference Applied Informatics. 1446. 244-247 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tomofumi Nakano: "Inducing Shogi Heuristics Using Inductive Logic Programming" Lecture Notes in Artificial Intelligence. 155-164 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tsuyoshi Nakamura: "Skeleton Revision Algorithm using Maximal Circles" 14th International Conference on Pattern Recognition. 1607-1609 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tomonori Nakamura: "A Parallel Cost-based Abductive Reasoning System on Heterogeneous Distributed Environments" Proc.8th International Parallel Computing Workshop. 315-322 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tatsushi Funahashi: "The Supporting System for Knitting Design and Visualizaton of the Knitting Image" IASTED International Conference SIGNAL & IMAGE PROCESSING. 500-504 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tohgoroh Matsui: "Parallel Induction Algorithms for Large Samples" Lecture Notes in Artificial Intelligence. 1532. 397-398 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 中野智文: "Inducing Shogi Heuristics Using Inductive Logic Programming" Lecture Note in Artificial Intelligence(Proc.8th Inter-national Confonfirence on ILP). 1446巻. 154-164 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 舟橋達志: "ルールベースを用いた編物デザイン支援システム" 情報処理学会論文誌. 39・8. 2547-2550 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 中村智典: "A Parallel Cost-based Abductive Reasoning System on Heterogeneous Distributed Environments" Proc.8th International Parallel Computing Workshop. 315-312 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 松井藤五郎: "Parallel Induction Algorithms for Large Samples" Lecture Note in Artificial Intelligence(Proc.1st Inter-national Conference on Discovery Science). 1532巻. 397-398 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 犬塚信博: "飽和節の構造分析に基づいた再帰的論理プログラムの帰納" 情報処理学会論文誌. 39・12. 3155-3164 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 森脇康介: "遺伝的プログラミング技法を用いた多出力二分決定グラフの進化" 人工知能学会論文誌. 14・3(掲載予定). (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] 柴田 大介: "顔画像の線描画による表現手法について" 電子情報通信学会論文誌D-II. J80-D-II. 2095-2101 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 山田 雅之: "アヤトリ図形のトポロジカルな性質と結び目多項式による特性化" 情報処理学会論文誌. 38巻・8号. 1573-1582 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 島尻 優香: "モデル生成法に基づく安定モデル計算の効率化" 人工知能学会論文誌. 12巻5号. 753-759 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 犬塚 信博: "Efficient induction of executable logic Programs from examples" Lecture Notes in Computer Science. 1345巻. 212-224 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 舟橋 達志: "A Generating Method for 3-dimensional Knitting Cloth Shapes" Lecture Notes in Computer Science. 1351巻. 474-481 (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] 上之園 裕二: "A method to generate music using fractal coding" 16th IASTED International Conference Applied Informatics. (発表予定).

    • Related Report
      1997 Annual Research Report
  • [Publications] 山田 晃嗣: "A Method for Fuzzy Color Segmentation" Proceedings of 4th International Fuzzy System and Intelligent Control Conference(IFSICC). 85-92 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 真野 淳治: "The Scratched-look Expression of Calligraphy Characters Using Renormalization Group" Proceedings of 4th International Fuzzy System and Intelligent Control Conference(IFSICC). 93-102 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 中村 剛士: "フラクタルを用いた毛筆文字のかすれ表現方法について" ファジィ学会誌. 8・3. 558-566 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 加藤 昇平: "PARCAR:Parallel Cost-based Abductive Reasoning System" Proceedings of The Ninth International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems. 57-62 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 犬塚 信博: "Top-down Induction of Logic Programs from Incomplete Samples" Proceedings of 6th International Inductive Logic Programming Workshop. 119-136 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 加藤 昇平: "Parallel Cost-based Abductive Reasoning for Distributed Memory Systems" Proceedings of The Fourth Pacific Rim International Conference on Artificial Intelligence. 300-311 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 立松 靖朗: "詰将棋におけるプロセッサ稼働率を考慮したゲーム木並列探索" 情報処理学会論文誌. 37・9. 1745-1748 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 王立松: "Fuzzy reasoning for image compression using adaptive triangular plane patches" Proceedings of the 4th International Conference on Soft Computing. 753-756 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 柴田 大介: "顔画像の線描画による表現手法について" 電子情報通信学会論文誌D-II. (掲載予定). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 真野 淳治: "A calligraphy Characters Drawing System Using Fuzzy Reasoning" Proceedings of First International Conference on Engineering Design and Automation. 38・4(掲載予定). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 真野 淳治: "毛筆書体におけるくりこみ群を用いたかすれ・にじみ表現" 情報処理学会論文誌. 38・5(掲載予定). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 中村 剛士: "毛筆フォントの掠れ・滲みシステムについて" 情報処理学会論文誌. (掲載予定). (1997)

    • Related Report
      1996 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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