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A Study for Inductive Learning of Structural or Topological Features of Images by Genetic Algorithm

Research Project

Project/Area Number 06808034
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field Intelligent informatics
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

KANEKO Shun'ichi  Tokyo University of Agriculture and Technology, Graduate School of Bio-application and Systems Engineering, Associate Professor, 生物システム応用科学研究科, 助教授 (50134789)

Project Period (FY) 1994 – 1995
Project Status Completed (Fiscal Year 1995)
Budget Amount *help
¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 1995: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1994: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywordsgenetic algorithm / pictorial feature / inductive learning / 構造的特徴 / 位相的特徴 / 形状特徴 / パタン認識
Research Abstract

The following results have been obtained in the term of the project :
(1) We have designed a segmentation algorithm of closed contours based on genetic algorithm, and then implemented a prototype system.
(2) We have obtained a successful results with some sets of character fonts.
(3) Depending on classification information, we have had successful results in the experimentation of automatic classification.
(4) We have designed a selection algorithm of primitive features of each class, and then had sufficient experimental results.
(5) Using the training feature set abovementioned, we got sufficient results.
(6) We have considered a representation scheme of general primitive shapes.
(7) We have considered fundamentally a possibility of automatic generation of recognizer programs.
(8) We have considered a shape matching algorithm based on the extracted primitive shape features.

Report

(3 results)
  • 1995 Annual Research Report   Final Research Report Summary
  • 1994 Annual Research Report
  • Research Products

    (7 results)

All Other

All Publications (7 results)

  • [Publications] 村瀬一朗,金子俊一,本多庸徳: "階層的要約による図形の帰納学習" 情報処理学会研究報告. CU-93-5. 45-52 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Ichiro MURASE, Shunichi KANEKO, Tsunenori HONDA: "INDUCTIVE LEARNING OF PRIMITIVE SHAPES BY GENETIC ALGORITHM" PROC. OF THE 3RD ACCV. (ACCV '96). 2. 593-597 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Ichiro MURASE,Shun'ichi KANEKO,Tsunenori HONDA: "Inductive Learning of Figures based on Hierarchical Summarization" IPSJ-SIGCV. CV-93-5. 45-52 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Ichiro MURASE,Shun'ichi KANEKO,Tsunenori HONDA: "Inductive Learning of Primitive Shapes by Genetic Algorithm" Proc.of ACCV'95. 2. 593-597 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 村瀬一郎: "階層的要約による図形の帰納学習" 情報処理学会研究会報告コンピュータビジョン. 93-5. 45-52 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Ichiro MURASE: "Inductive Learning of Primitive Shapesby Genetic Algorithm" Proc. of ACCV'95 2nd Asian cont on Computervision. 2. II-593-II-597 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 村瀬一朗,金子俊一,本多庸悟: "階層的要約による図形の帰納学習" 情報処理学会研究報告. 95-CV-93(発表予定). (1995)

    • Related Report
      1994 Annual Research Report

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Published: 1994-04-01   Modified: 2016-04-21  

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