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Similarity retrieval of vector images considering human visual perception

Research Project

Project/Area Number 26330130
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Multimedia database
Research InstitutionNiigata University

Principal Investigator

Hayashi Takahiro  新潟大学, 自然科学系, 准教授 (60342490)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords画像検索 / 情報検索 / ベクタ画像 / 情報システム / 情報工学 / 類似画像検索
Outline of Final Research Achievements

The goal of this study is to develop a system for similarity retrieval of vector images. The achievements are as follows. (1) A method for contour completion of partly occluded objects was developed. In the method, local and global completion methods were combined to deal with various shape classes. (2) The algorithm of indirect matching, which is a fast algorithm for similarity retrieval of vector images, was improved. Besides, to examine the performance of the improved algorithm, experiments using a publicly available data set of shape images were conducted. From the experimental results, the improvement of retrieval accuracy was confirmed.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (21 results)

All 2016 2015 2014

All Journal Article (9 results) (of which Peer Reviewed: 9 results,  Acknowledgement Compliant: 5 results) Presentation (12 results)

  • [Journal Article] Similarity Retrieval of 3D Model Databases with Query by Clay Sketch2016

    • Author(s)
      Takahiro Hayashi, Masaru Hirose, Keisuke Suzuki
    • Journal Title

      Proceedings of IEEE International Symposium on Multimedia (IEEE ISM 2016)

      Volume: - Pages: 173-176

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Interactive Object Extraction from a Video Based on Seed-Line Tracking2016

    • Author(s)
      Takahiro Hayashi, Yusuke Narita
    • Journal Title

      Prceedings of International Conference on Multimedia Systems and Signal Processing

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Contour Completion of Partly Occluded Objects Based on Figural Goodness2015

    • Author(s)
      Takahiro Hayashi, Tatsuya Ooi, Motoki Sasaki
    • Journal Title

      International Journal of Networked and Distributed Computing

      Volume: 3 Pages: 185-192

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Improvement of Image and Video Matting with Multiple Reliablity Maps2015

    • Author(s)
      Takahiro Hayashi, Masato Ishimori, Nobuaki Ishii, Koji Abe
    • Journal Title

      Proceedings of IEEE International Symposium on Multimedia

      Pages: 225-228

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Stability Improvement of Indirect Matching for Music Information Retrieval2015

    • Author(s)
      Takahiro Hayashi, Nobuaki Ishii, Masato Ishimori, Koji Abe
    • Journal Title

      Proceedings of IEEE International Symposium on Multimedia

      Pages: 229-232

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Decomposition of Partly Occluded Objects Based on Figural Goodness2015

    • Author(s)
      Takahiro Hayashi, Tatsuya Ooi, Motoki Sasaki
    • Journal Title

      Proceedings of IEEE/ACIS International Conference on Computer and Information Science

      Pages: 307-312

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Similarity Retrieval of Vector Images with Indirect Matching2014

    • Author(s)
      Takahiro Hayashi, Akihiko Sato, Nobuaki Ishii
    • Journal Title

      International Journal of Semantic Computing

      Volume: Vol.8 Issue: 02 Pages: 169-183

    • DOI

      10.1142/s1793351x14400030

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Fast Music Information Retrieval with Indirect Matching2014

    • Author(s)
      Takahiro Hayashi, Nobuaki Ishii, Masato Yamaguchi
    • Journal Title

      Proceedings of 2014 European Signal Processing Conference

      Volume: - Pages: 1567-1571

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Contour Completion of Partly Occluded Skew-Symmetry Objects2014

    • Author(s)
      Takahiro Hayashi, Motoki Sasak
    • Journal Title

      Proceedings of IEEE International Symposium on Multimedia

      Volume: - Pages: 90-93

    • DOI

      10.1109/ism.2014.15

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] オブジェクト分解のための「形の良さ」概念のモデル化の検討2016

    • Author(s)
      大井竜也,林貴宏
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡
    • Year and Date
      2016-10-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] 画像切り抜きと手がかり線追跡を用いた動画内物体抽出2016

    • Author(s)
      成田 悠輔,林貴宏
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡
    • Year and Date
      2016-10-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] 3次元ボリュームデータの類似検索システムの試作2016

    • Author(s)
      廣瀬優,林貴宏
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡
    • Year and Date
      2016-10-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] 粘土による3Dスケッチを用いた類似3Dモデル検索の検討2016

    • Author(s)
      廣瀬優,鈴木奎祐,林貴宏
    • Organizer
      日本設備管理学会北信越支部研究発表会
    • Place of Presentation
      金沢
    • Year and Date
      2016-09-10
    • Related Report
      2016 Annual Research Report
  • [Presentation] 商標図形に存在する連続性要因を持つ群化領域の認識2016

    • Author(s)
      宇佐見光平,阿部孝司,林貴宏,田海燕
    • Organizer
      電子情報通信学会関西支部学生会研究発表講演会
    • Place of Presentation
      兵庫県立大(兵庫県・姫路市)
    • Year and Date
      2016-03-01
    • Related Report
      2015 Research-status Report
  • [Presentation] 間接照合法における検索精度安定化へ向けた代理クエリ選択手法2015

    • Author(s)
      石井伸明,林貴宏
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡技科大(新潟県・長岡市)
    • Year and Date
      2015-10-03
    • Related Report
      2015 Research-status Report
  • [Presentation] 信頼度マップを用いた画像Mattingの品質改善2015

    • Author(s)
      石森将斗,林貴宏
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡技科大(新潟・長岡市)
    • Year and Date
      2015-10-03
    • Related Report
      2015 Research-status Report
  • [Presentation] ベクタ画像を対象とした抽象図形の概外形で知覚できる曲線セグメントの認識2015

    • Author(s)
      佐々木基貴,林貴宏
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡技科大(新潟・長岡市)
    • Year and Date
      2015-10-03
    • Related Report
      2015 Research-status Report
  • [Presentation] セルフオクルージョンに対応した動画内物体抽出2015

    • Author(s)
      竹井雄太郎,林貴宏
    • Organizer
      Japan China Workshop on Production and Logistics Systems
    • Place of Presentation
      金沢
    • Year and Date
      2015-02-20 – 2015-02-21
    • Related Report
      2014 Research-status Report
  • [Presentation] 部分的に遮蔽された斜め対称図形の輪郭線補完の検討2014

    • Author(s)
      佐々木基貴,林貴宏
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長野
    • Year and Date
      2014-10-04
    • Related Report
      2014 Research-status Report
  • [Presentation] 間接照合法による高速音楽情報検索の検討2014

    • Author(s)
      石井伸明,林貴宏
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長野
    • Year and Date
      2014-10-04
    • Related Report
      2014 Research-status Report
  • [Presentation] ノンリジッドオブジェクトに対応した動画内物体抽出の検討2014

    • Author(s)
      竹井雄太郎,林貴宏
    • Organizer
      日本設備管理学会北信越支部研究発表会
    • Place of Presentation
      金沢
    • Year and Date
      2014-05-21
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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