• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Automatic data generation for image recognition by statistical structure analysis

Research Project

Project/Area Number 25330216
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionSendai National College of Technology

Principal Investigator

Omachi Masako  仙台高等専門学校, 専攻科, 准教授 (90316448)

Co-Investigator(Kenkyū-buntansha) OMACHI Shinichiro  東北大学, 大学院工学研究科, 教授 (30250856)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords画像、文章、音声認識等 / パターン認識 / 画像、文章、音声等認識
Outline of Final Research Achievements

In the field of image processing and image recognition, a lot of techniques using big data have been proposed. However, it is difficult to collect enough reliable data in many cases. In this study, we developed a method for constructing a model that can generate image data by considering the structure. An image is divided into regions according to its structure. Then a model is constructed for each region. A whole model is constructed by combining all the models. Experimental results using the proposed model show its effectiveness.

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 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (12 results) (of which Int'l Joint Research: 2 results,  Invited: 2 results) Book (1 results)

  • [Journal Article] Traffic Light Detection Considering Color Saturation Using In-Vehicle Stereo Camera2016

    • Author(s)
      Hiroki Moizumi, Yoshihiro Sugaya, Masako Omachi, and Shinichiro Omachi
    • Journal Title

      Journal of Information Processing

      Volume: 24 Issue: 2 Pages: 349-357

    • DOI

      10.2197/ipsjjip.24.349

    • NAID

      130005138309

    • ISSN
      1882-6652
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 非線形最小化によるグラフのモデルの構築と画像認識2016

    • Author(s)
      酒井利晃, 宮崎 智, 菅谷至寛, 大町真一郎
    • Organizer
      電子情報通信学会2016年総合大会
    • Place of Presentation
      九州大学(福岡市)
    • Year and Date
      2016-03-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] Discrimination of Scomber Japonicus and Scomber Australasicus by Dorsal Fin Length and Fork Length2016

    • Author(s)
      Airi Kitasato, Tomo Miyazaki, Yoshihiro Sugaya, and Shinichiro Omachi
    • Organizer
      The 22nd Korea-Japan joint Workshop on Frontiers of Computer Vision
    • Place of Presentation
      ひだホテルプラザ(高山市)
    • Year and Date
      2016-02-19
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Shuto Shinbo, Tomo Miyazaki, Yoshihiro Sugaya, and Shinichiro Omachi2015

    • Author(s)
      Shuto Shinbo, Tomo Miyazaki, Yoshihiro Sugaya, and Shinichiro Omachi
    • Organizer
      電気関係学会東北支部連合大会
    • Place of Presentation
      岩手県立大学(滝沢市)
    • Year and Date
      2015-08-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Construction of Models for Data Generation Considering Data Distribution2015

    • Author(s)
      Masako Omachi and Shinichiro Omachi
    • Organizer
      International Conference on Information Technology and Engineering
    • Place of Presentation
      北京(中国)
    • Year and Date
      2015-08-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 動画像を用いた超低解像度文字認識2015

    • Author(s)
      鳥羽 修平
    • Organizer
      電子情報通信学会パターン認識・メディア理解研究会
    • Place of Presentation
      東北大学工学部(仙台市)
    • Year and Date
      2015-02-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 文字認識技術の変遷と最新動向2015

    • Author(s)
      大町 真一郎
    • Organizer
      マシンビジョン研究会Ⅱ 第2回研究会
    • Place of Presentation
      TKPガーデンシティ仙台勾当(仙台市)
    • Year and Date
      2015-01-27
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Automatic Synthesis of Character Pattern Using Patch Transform2014

    • Author(s)
      Jian Wang
    • Organizer
      2014 International Workshop on Electronics & Communications
    • Place of Presentation
      成都(中国)
    • Year and Date
      2014-10-27
    • Related Report
      2014 Research-status Report
  • [Presentation] Automatic Generation of Kanji Fonts from Sample Designs2014

    • Author(s)
      土屋 達徳
    • Organizer
      平成26年度電気関係学会東北支部連合大会
    • Place of Presentation
      山形大学工学部(米沢市)
    • Year and Date
      2014-08-22
    • Related Report
      2014 Research-status Report
  • [Presentation] Ultra-low Resolution Character Recognition System with Pruning Mutual Subspace Method2014

    • Author(s)
      鳥羽 修平
    • Organizer
      平成26年度電気関係学会東北支部連合大会
    • Place of Presentation
      山形大学工学部(米沢市)
    • Year and Date
      2014-08-22
    • Related Report
      2014 Research-status Report
  • [Presentation] ビッグデータ時代の文字検出・文字認識技術2014

    • Author(s)
      大町 真一郎
    • Organizer
      精密工学会・画像応用技術専門委員会 サマーセミナー2014
    • Place of Presentation
      岩松旅館(仙台市)
    • Year and Date
      2014-08-20
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] サンプルデザインからの漢字フォントの自動生成2014

    • Author(s)
      土屋 達徳
    • Organizer
      第17回画像の認識・理解シンポジウム
    • Place of Presentation
      岡山コンベンションセンター(岡山市)
    • Year and Date
      2014-07-31
    • Related Report
      2014 Research-status Report
  • [Presentation] Automatic Generation of Kanji Fonts from Small-Size Samples

    • Author(s)
      Tatsunori Tsuchiya, Tomo Miyazaki, Yoshihiro Sugaya, Shinichiro Omachi
    • Organizer
      2013 International Workshop on Emerging ICT
    • Place of Presentation
      東北大学
    • Related Report
      2013 Research-status Report
  • [Book] 画像処理2014

    • Author(s)
      白鳥 則郎, 大町 真一郎, 陳 謙, 大町 方子, 宮田 高道, 長谷川 為春, 早川 吉彦, 加瀬澤 正, 塩入 諭
    • Total Pages
      232
    • Publisher
      共立出版
    • Related Report
      2014 Research-status Report

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi