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A study on large-scale image/videos' automatic representation considering the ambiguity and diversity of semantics

Research Project

Project/Area Number 19500175
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionIwate Prefectural University

Principal Investigator

DAI Ying  Iwate Prefectural University, ソフトウェア情報学部, 准教授 (60305290)

Co-Investigator(Kenkyū-buntansha) CAI Dawei  岩手県立大学, ソフトウェア情報学部, 准教授 (30281041)
CHAKRABORTY Basabi  岩手県立大学, ソフトウェア情報学部, 准教授 (90305293)
Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2008: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2007: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords画像・ビデオ / 意味データ構造 / 自動注釈 / 検索 / あいまいと多様性 / 連想値 / 分散ユーザ / 分散ネットワーク / 分散環境 / あいまいさと多義さ / アルゴリズム
Research Abstract

For embodying the ambiguity and diversity of image/videos' semantics, the semantic tolerance relation model (STRM) is established. On the basis of it, meanings of image/videos are represented by the associative values with defined domains/categories. Further, the method of calculating the associative values combined with the STRM is proposed, and an associative values-based image/videos' retrieval system toward subjects distributed users is constructed and implemented. The retrieval results made by some show the effectiveness and efficiency of the proposed method compared with those without conducting the STRM.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (20 results)

All 2010 2009 2008 2007

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (13 results) Book (2 results)

  • [Journal Article] Class-based image representation for Kansei retrieval considering semantic tolerance relation2009

    • Author(s)
      Ying Dai
    • Journal Title

      Journal of Japan society for fuzzy theory and intelligent informatics Vol.21,No.2

      Pages: 184-193

    • NAID

      10025994322

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Class-based image representation for Kansei retrieval considering semantic tolerance relation2009

    • Author(s)
      Ying Dai
    • Journal Title

      Journal of Japan society for fuzzy theory and intelligent informatics Vol. 21

      Pages: 184-193

    • NAID

      10025994322

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Semantic tolerance relation-based image representation and classification2008

    • Author(s)
      Ying Da
    • Journal Title

      IJSEIA Journal Vol.2No.1

      Pages: 33-42

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Semantic tolerance relation-based image representation and classification2008

    • Author(s)
      Ying Dai
    • Journal Title

      IJSEIA Journal Vol.2

      Pages: 33-42

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-domain-based automatic image representation using semantic tolerance relation model2007

    • Author(s)
      Ying Dai
    • Journal Title

      IEEE Proc. of PACRIM'07

      Pages: 505-509

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] Large-scale image/videos' automatic annotation and retrieval based on the distributed users2009

    • Author(s)
      Feng Guo, Ying Dai, Shaozi Li
    • Organizer
      Proc. of IEEE ICIS 2009
    • Place of Presentation
      China
    • Related Report
      2009 Final Research Report
  • [Presentation] Representing meanings of images based on associative values with lexicons2009

    • Author(s)
      Ying Dai
    • Organizer
      Proc. of IEEE IIH-MSP 2009
    • Place of Presentation
      Japan
    • Related Report
      2009 Final Research Report
  • [Presentation] Representing meanings of images based on associative values with lexicons2009

    • Author(s)
      Ying Dai
    • Organizer
      Proc. of IEEE IIH-MSP 2009
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2009 Annual Research Report
  • [Presentation] Large-scale image/videos' automatic annotation and retrieval based on the distributed users2009

    • Author(s)
      Feng Guo, Ying Dai, Shaozi Li
    • Organizer
      Proc. Of IEEE ICIS 22009
    • Place of Presentation
      Shanghai, China
    • Related Report
      2009 Annual Research Report
  • [Presentation] A mechanism for large image/videos' automatic annotation considering semantic tolerance relation2008

    • Author(s)
      Ying Dai, Dawei Cai
    • Organizer
      Proc. of IEEE ISSNIP 2008
    • Place of Presentation
      Australia
    • Related Report
      2009 Final Research Report
  • [Presentation] Image/Video's automatic annotation considering semantics' tolerance relation2008

    • Author(s)
      Ying Dai
    • Organizer
      Proc. of IEEE SMC 2008
    • Place of Presentation
      Singapore
    • Related Report
      2009 Final Research Report 2008 Annual Research Report
  • [Presentation] Image/video's semantics assignment using bidirectional associative memories2008

    • Author(s)
      Ying Dai
    • Organizer
      Proc. of SCI & ISIS 2008
    • Place of Presentation
      Japan
    • Related Report
      2009 Final Research Report
  • [Presentation] A mechanism for large image/videos' automatic annotation consi dering semantic tolerance relation2008

    • Author(s)
      Ying Dai, Dawei Cai
    • Organizer
      Proc. of IEEE ISSNIP 2008
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2008 Annual Research Report
  • [Presentation] Image/Video's semantic assignment using bidirectional a ssociative memories2008

    • Author(s)
      Ying Dai
    • Organizer
      Proc. Of SCIS & ISIS 2008
    • Place of Presentation
      Nagoya, Japan
    • Related Report
      2008 Annual Research Report
  • [Presentation] Semantic tolerance relation-based image representation and classification2007

    • Author(s)
      Ying Dai
    • Organizer
      IEEE Proc. of IPC 2007
    • Place of Presentation
      Korea
    • Related Report
      2009 Final Research Report
  • [Presentation] Multi-domain-based automatic image representation using semantic tolerance relation model2007

    • Author(s)
      Ying Dai
    • Organizer
      IEEE Proc. of PACRIM'07
    • Place of Presentation
      Canada
    • Related Report
      2009 Final Research Report
  • [Presentation] semantic tolerance relation-based image representation for largeimage/video retrieval2007

    • Author(s)
      Ying Dai
    • Organizer
      IEEE SITIS 2007
    • Place of Presentation
      中国、上海
    • Related Report
      2007 Annual Research Report
  • [Presentation] An implement of web-based image/video retrieval based on the image semantic representation2007

    • Author(s)
      Ying Dai, et. al.
    • Organizer
      第10回WI2研究会
    • Place of Presentation
      東京
    • Related Report
      2007 Annual Research Report
  • [Book] Kansei Engineering and Soft Computing2010

    • Author(s)
      Ying Dai, etc. (Eds.)
    • Total Pages
      350
    • Publisher
      IGI Global
    • Related Report
      2009 Final Research Report
  • [Book] Kansei Engineering and Soft Computing : Theory and Practice2010

    • Author(s)
      Ying Dai, Basabi Chakraborty, Minghui Shi (Eds.)
    • Total Pages
      350
    • Publisher
      IGI Global (USA)
    • Related Report
      2009 Annual Research Report

URL: 

Published: 2007-04-01   Modified: 2021-04-07  

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