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Automatic Colorization of Freehand Line Drawings Based on Reference Color Images

Research Project

Project/Area Number 25330317
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Kansei informatics
Research InstitutionUtsunomiya University

Principal Investigator

Shoji Kenji  宇都宮大学, 工学(系)研究科(研究院), 教授 (70143188)

Co-Investigator(Kenkyū-buntansha) MORI HIROSHI  宇都宮大学, 大学院工学研究科, 助教 (80538447)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords手描き線画 / 自動彩色 / ドロネー三角形分割 / 平滑化 / 彩色 / 手書き線画
Outline of Final Research Achievements

For a freehand line image drawn on a PC screen where a user-selected reference image, e.g., a color photograph, as a guide is faintly displayed with low contrast, we proposed a method for automatic coloring with a constrained Delaunay triangulation that divides the image into small triangles. Using a prototype system based on the proposed method, users can complete impressive pictures by only drawing lines. Our coloring method begins with the triangulation for the set of sampling points on the drawn lines, followed by sampling of color in each triangle on the reference image, smoothing of color among neighboring triangles conditionally, and painting of each triangle with the smoothed color.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (14 results)

All 2016 2015 2014 2013

All Journal Article (4 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (10 results)

  • [Journal Article] Evaluation of a Real-Time Automatic Coloring System for Freehand Line Drawings2015

    • Author(s)
      Saori Kurata, Hiroshi Mori, Fubito Toyama, Kenji Shoji
    • Journal Title

      Proceedings of The International Display Workshops

      Volume: 22 Pages: 1021-1024

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 参照画像に基づく手描き線画への自動彩色2015

    • Author(s)
      倉田沙織, 森博志, 外山史, 東海林健二
    • Journal Title

      画像ラボ

      Volume: 26-11 Pages: 39-44

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Automatic coloring to freehand line drawings in online2015

    • Author(s)
      Saori Kurata,Fubito Toyama, Hiroshi Mori, Kenji Shoji
    • Journal Title

      Proc. SPIE 9410, Visual Information Processing and Communication VI

      Volume: 9410 Pages: 94100Q-94100Q

    • DOI

      10.1117/12.2075415

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Colorization of Freehand Line Drawings Using Reference Images2014

    • Author(s)
      倉田沙織, 石山雄也, 森博志, 外山史, 東海林健二
    • Journal Title

      The Journal of The Institute of Image Information and Television Engineers

      Volume: 68 Issue: 8 Pages: J381-J384

    • DOI

      10.3169/itej.68.J381

    • NAID

      130004747744

    • ISSN
      1342-6907, 1881-6908
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 画像編集ソフトウェアへの線画自動彩色機能の実装2016

    • Author(s)
      牛川祐弥, 倉田沙織, 森博志, 外山史, 東海林健二
    • Organizer
      映像表現・芸術科学フォーラム2016
    • Place of Presentation
      東京工芸大学
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] 手描き線画とデプスマップに基づく三次元形状作成2016

    • Author(s)
      高泉洸太, 倉田沙織, 森博志, 外山史, 東海林健二
    • Organizer
      映像表現・芸術科学フォーラム2016
    • Place of Presentation
      東京工芸大学
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] プリントした画像上に描かれた線画の抽出2015

    • Author(s)
      山谷 拓也, 森博志, 外山史, 東海林健二
    • Organizer
      第14回情報科学技術フォーラム(FIT2015)
    • Place of Presentation
      愛媛大学城北キャンパス
    • Year and Date
      2015-09-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 手描き線画に対する対話型自動彩色システムの検討2015

    • Author(s)
      倉田沙織, 森博志, 外山史, 東海林健二
    • Organizer
      第21回画像センシングシンポジウム(SSII2015)
    • Place of Presentation
      パシフィコ横浜
    • Year and Date
      2015-06-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] ドロネー三角形分割を用いた手描き線画への対話的彩色2015

    • Author(s)
      後藤拓, 森博志, 外山史, 東海林健二
    • Organizer
      映像表現・芸術科学フォーラム2015
    • Place of Presentation
      早稲田国際会議場
    • Year and Date
      2015-03-14
    • Related Report
      2014 Research-status Report
  • [Presentation] 消失点検出を利用した手描き線画の対話的編集2015

    • Author(s)
      郷間理規, 倉田沙織, 森博志, 外山史, 東海林健二
    • Organizer
      映像表現・芸術科学フォーラム2015
    • Place of Presentation
      早稲田国際会議場
    • Year and Date
      2015-03-14
    • Related Report
      2014 Research-status Report
  • [Presentation] 自動彩色のための手描き線画オフライン入力2015

    • Author(s)
      山谷拓也, 森博志, 外山史, 東海林健二
    • Organizer
      電子情報通信学会2015年総合大会 情報・システムソサイエティ特別企画 学生ポスターセッション
    • Place of Presentation
      立命館大学草津キャンパス
    • Year and Date
      2015-03-10 – 2015-03-12
    • Related Report
      2014 Research-status Report
  • [Presentation] Onomatopoeia Characters Extraction from Comic Images UsingConstrained Delaunay Triangulation2014

    • Author(s)
      Xiangping Liu, Kenji Shoji, Hiroshi Moria, Fubito Toyama
    • Organizer
      Electronic Imaging 2014, Visual Information Processing and Communication V
    • Place of Presentation
      San Francisco, California, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] オンライン手描き線画への動的彩色2014

    • Author(s)
      倉田沙織, 森博志, 外山史, 東海林健二
    • Organizer
      映像表現・芸術科学フォーラム2014
    • Place of Presentation
      早稲田国際会議場,東京都
    • Related Report
      2013 Research-status Report
  • [Presentation] 制約付きドロネー三角形分割を用いた平面凸物体の形状認識2013

    • Author(s)
      阿部真之, 東海林健二, 森博志, 外山史
    • Organizer
      第75回形の科学シンポジウム
    • Place of Presentation
      フォッサマグナミュージアム,新潟県
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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