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Development of a music score production system on a pen-based computer by using auxiliary music data

Research Project

Project/Area Number 23500148
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Media informatics/Database
Research InstitutionShinshu University

Principal Investigator

MIYAO Hidetoshi  信州大学, 工学部, 准教授 (10239353)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords楽譜作成支援 / ペンコンピュータ / 手書き楽譜認識 / 楽曲検索 / 手書き記号検索
Research Abstract

In a common music composition process, a user composes a music phrase by a trial and error using a musical instrument. In order to retrieve similar music phrases in the musical performance based on a handwritten music query, we have proposed that the both music data are represented by piano rolls and then the similarity of them are calculated based on the overlap area of them. In our experiments, top-3 retrieval accuracy of 70% or more was obtained by using a query consisting of three or more handwritten musical symbols.
Next, to retrieve an arbitrary part of handwritten objects from a database by a handwritten query, we have proposed a new similarity measure based on an overlap area of circles whose positions and sizes are determined by positions and category types of handwritten strokes. We examined the effectiveness of the method using a database of 1425 strokes and 30 handwritten queries. As a result, top-10 retrieval accuracy of 97% was obtained.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (18 results)

All 2013 2012 2011 Other

All Presentation (18 results)

  • [Presentation] タブレット端末による楽譜作成システムの構築2013

    • Author(s)
      小林晋也, 宮尾秀俊, 丸山稔
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡技術科学大学
    • Year and Date
      2013-10-05
    • Related Report
      2013 Final Research Report
  • [Presentation] 手書き楽譜認識システムにおける演奏情報に基づく楽譜作成支援2013

    • Author(s)
      林直哉, 宮尾秀俊, 丸山稔
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡技術科学大学
    • Year and Date
      2013-10-05
    • Related Report
      2013 Final Research Report
  • [Presentation] タブレット端末による楽譜作成システムの構築2013

    • Author(s)
      小林晋也, 宮尾秀俊, 丸山稔
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡技術科学大学(新潟県)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 手書き楽譜認識システムにおける演奏情報に基づく楽譜作成支援2013

    • Author(s)
      林直哉, 宮尾秀俊, 丸山稔
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      長岡技術科学大学(新潟県)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Robust On-Line Handwritten Object Retrieval using a Similarity Measure Based on Overlap Area of Circles2012

    • Author(s)
      Tsubasa Yagi, Hidetoshi Miyao, Minoru Maruyama
    • Organizer
      International Conference on Pattern Recognition (ICPR2012)
    • Place of Presentation
      つくば国際会議場
    • Year and Date
      2012-11-13
    • Related Report
      2013 Final Research Report
  • [Presentation] On-line handwritten flowchart recognition, beautification, and editing system2012

    • Author(s)
      Hidetoshi Miyao, Rei Maruyama
    • Organizer
      International Conference on Frontiers in Handwriting Recognitions (ICFHR2012)
    • Place of Presentation
      イタリヤ
    • Year and Date
      2012-09-18
    • Related Report
      2013 Final Research Report
  • [Presentation] オンライン手書き楽譜認識システム用識別器に関する検討2011

    • Author(s)
      飯島愛子, 宮尾秀俊, 丸山稔
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟工科大学
    • Year and Date
      2011-10-08
    • Related Report
      2013 Final Research Report
  • [Presentation] ハミングによる楽曲検索システムにおける検索の高速化2011

    • Author(s)
      林直哉, 宮尾秀俊
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟工科大学
    • Year and Date
      2011-10-08
    • Related Report
      2013 Final Research Report
  • [Presentation] オンライン手書き楽譜認識システム用識別器に関する検討2011

    • Author(s)
      飯島愛子、宮尾秀俊、丸山稔
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟工科大学(新潟県)
    • Related Report
      2011 Research-status Report
  • [Presentation] ハミングによる楽曲検索システムにおける検索の高速化2011

    • Author(s)
      林直哉、宮尾秀俊
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟工科大学(新潟県)
    • Related Report
      2011 Research-status Report
  • [Presentation] ペンコンピュータによる手書きメモ検索2011

    • Author(s)
      八木翼、宮尾秀俊、丸山稔
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟工科大学(新潟県)
    • Related Report
      2011 Research-status Report
  • [Presentation] 手書きメモの自動整形システムの構築2011

    • Author(s)
      中澤進也、宮尾秀俊
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟工科大学(新潟県)
    • Related Report
      2011 Research-status Report
  • [Presentation] Robust On-Line Handwritten Object Retrieval using a Similarity Measure Based on Overlap Area of Circles

    • Author(s)
      Tsubasa Yagi, Hidetoshi Miyao, Minoru Maruyama
    • Organizer
      International Conference on Pattern Recognition(ICPR2012)
    • Place of Presentation
      つくば国際会議場(茨城県)
    • Related Report
      2012 Research-status Report
  • [Presentation] On-line handwritten flowchart recognition, beautification, and editing system

    • Author(s)
      Hidetoshi Miyao, Rei Maruyama
    • Organizer
      International Conference on Frontiers in Handwriting Recognitions(ICFHR2012)
    • Place of Presentation
      コングレスパレス(イタリア)
    • Related Report
      2012 Research-status Report
  • [Presentation] A User Interface Using a Spiral Representation for Image Retrieval on a Mobile Terminal

    • Author(s)
      Hiroki Yamamoto, Hidetoshi Miyao, Minoru Maruyama
    • Organizer
      Asia Pacific Conference on Computer Human Interaction(APCHI2012)
    • Place of Presentation
      くにびきメッセ(島根県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 手書き楽譜認識システムにおける演奏情報に基づく楽譜作成支援

    • Author(s)
      林直哉,宮尾秀俊
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟大学(新潟県)
    • Related Report
      2012 Research-status Report
  • [Presentation] ペンコンピュータによる記号検索手法の高速化

    • Author(s)
      八木翼,宮尾秀俊,丸山稔
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟大学(新潟県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 既存アプリケーションへのタッチジェスチャーの登録と認識

    • Author(s)
      兼子拓真,宮尾秀俊
    • Organizer
      電子情報通信学会信越支部大会
    • Place of Presentation
      新潟大学(新潟県)
    • Related Report
      2012 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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