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2010 Fiscal Year Final Research Report

Fast Retrieval of Deformed Images with Polynomial Representation

Research Project

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Project/Area Number 20500150
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionTohoku University

Principal Investigator

OMACHI Shinichiro  Tohoku University, 大学院・工学研究科, 教授 (30250856)

Project Period (FY) 2008 – 2010
Keywords画像探索 / 画像認識 / テンプレートマッチング / 多項式
Research Abstract

In order to retrieve deformed images fast, we developed a method for approximating an image by a polynomial and realizing high-speed template matching with fixed position and aspect ratio. As an application of the developed method, a real-time system for acquiring images and retrieving objects was constructed. In concrete, as an intelligent transportation system, a system for detecting and recognizing a traffic light was developed.

  • Research Products

    (40 results)

All 2011 2010 2009 2008

All Journal Article (17 results) (of which Peer Reviewed: 16 results) Presentation (23 results)

  • [Journal Article] Pattern recognition using boundary data of component distributions2011

    • Author(s)
      大町方子, 大町真一郎, 阿曽弘具, 齋藤耕介
    • Journal Title

      Computers & Industrial Engineering 60巻

      Pages: 466-472

    • Peer Reviewed
  • [Journal Article] Pattern Recognition with Gaussian Mixture Models of Marginal Distributions2011

    • Author(s)
      大町方子, 大町真一郎
    • Journal Title

      IEICE Transactions on Information and Systems D94-D巻

      Pages: 317-324

    • Peer Reviewed
  • [Journal Article] 部分空間法と高速フーリエ変換を用いた傾斜文字認識2010

    • Author(s)
      張放, 菅谷至寛, 大町真一郎, 阿曽弘具
    • Journal Title

      画像電子学会誌 39巻

      Pages: 598-605

    • Peer Reviewed
  • [Journal Article] 枝刈り可能量の予測と探索開始点の考慮による色ヒストグラムを用いた画像探索の高速化2010

    • Author(s)
      熊田太一, 大町真一郎, 阿曽弘具
    • Journal Title

      情報処理学会論文誌 51巻

      Pages: 1469-1477

    • Peer Reviewed
  • [Journal Article] 2値化とエッジ抽出による情景画像からの高精度文字列検出2010

    • Author(s)
      松田友輔, 大町真一郎, 阿曽弘具
    • Journal Title

      電子情報通信学会論文誌 J93-D巻

      Pages: 336-344

    • Peer Reviewed
  • [Journal Article] Construction of Multi-Template Dictionary for Pattern Recognition by Decreasing Region Overlaps2009

    • Author(s)
      大町方子, 大町真一郎, 阿曽弘具
    • Journal Title

      画像電子学会誌 38巻

      Pages: 883-889

    • Peer Reviewed
  • [Journal Article] Variational Bayesian Mixture Model on a Subspace of Exponential Family Distributions2009

    • Author(s)
      Kazuho Watanabe, Shotaro Akaho, Shinichiro Omachi, Masato Okada
    • Journal Title

      IEEE Transactions on Neural Networks 20巻

      Pages: 1783-1796

    • Peer Reviewed
  • [Journal Article] 色情報とエッジ情報を用いた信号機の高速検出2009

    • Author(s)
      大町方子, 大町真一郎
    • Journal Title

      画像電子学会誌 38巻

      Pages: 673-679

    • Peer Reviewed
  • [Journal Article] 多項式近似に基づく高速な指定領域でのテンプレートマッチング2009

    • Author(s)
      大町方子, 大町真一郎
    • Journal Title

      画像電子学会誌 38巻

      Pages: 648-655

    • Peer Reviewed
  • [Journal Article] 重み付き最小共通スーパーグラフを用いたシルエット画像認識2009

    • Author(s)
      宮崎智, 大町真一郎, 阿曽弘具
    • Journal Title

      画像電子学会誌 38巻

      Pages: 640-647

    • Peer Reviewed
  • [Journal Article] ベクトル空間へのグラフの埋め込みによるシルエット画像認識2009

    • Author(s)
      張明明, 大町真一郎, 阿曽弘具
    • Journal Title

      画像電子学会誌 38巻

      Pages: 634-639

    • Peer Reviewed
  • [Journal Article] Segmenting Shape Using Deformation Information2009

    • Author(s)
      Ruiqi Guo, Shinichiro Omachi, Hirotomo Aso
    • Journal Title

      IEICE Transactions on Information and Systems E92-D巻

      Pages: 1296-1303

    • Peer Reviewed
  • [Journal Article] モーフィングによる生成パターンを用いたシルエット図形認識2008

    • Author(s)
      野本篤則, 大町真一郎, 阿曽弘具
    • Journal Title

      電子情報通信学会論文誌D J91-D巻

      Pages: 2988-2991

    • Peer Reviewed
  • [Journal Article] 輪郭の伝搬によるCT画像からの歯の半自動形状復元2008

    • Author(s)
      大町真一郎, 齋藤耕介, 阿曽弘具, 笠原紳, 山田聡, 木村幸平
    • Journal Title

      J91-D巻

      Pages: 2426-2429

    • Peer Reviewed
  • [Journal Article] ガンマ変換を用いた照明変動に頑健な物体検出2008

    • Author(s)
      冨樫由美子, 大町真一郎, 阿曽弘具
    • Journal Title

      電子情報通信学会論文誌D J91-D巻

      Pages: 2188-2191

    • Peer Reviewed
  • [Journal Article] 多項式近似を用いた部分空間法による高速画像探索2008

    • Author(s)
      大町真一郎, 大町方子
    • Journal Title

      電子情報通信学会論文誌D J91-D巻

      Pages: 1561-1568

    • Peer Reviewed
  • [Journal Article] 多項式を用いた画像探索-多項式を用いた画像の近似と類似度の効率的計算法-2008

    • Author(s)
      大町真一郎, 大町方子
    • Journal Title

      画像ラボ 19巻(11)

      Pages: 20-24

  • [Presentation] Extraction of 3D Shape of a Tooth from Dental CT Images with Region Growing Method2010

    • Author(s)
      大町真一郎
    • Organizer
      Fourth International Conference on Computational Forensics
    • Place of Presentation
      東京
    • Year and Date
      2010-11-11
  • [Presentation] Detection of Traffic Light Using Structural Information2010

    • Author(s)
      Masako Omachi
    • Organizer
      IEEE 10th International Conference on Signal Processing
    • Place of Presentation
      北京(中国)
    • Year and Date
      2010-10-26
  • [Presentation] Fast Method for Extracting Representative Graph from Decorative Character Images2010

    • Author(s)
      宮崎智
    • Organizer
      2010 IEEE International Conference on Network Infrastructures and Digital Content
    • Place of Presentation
      北京(中国)
    • Year and Date
      2010-09-25
  • [Presentation] Measuring Tree Structure by Mapping on Its Power Set2010

    • Author(s)
      Mingming Zhang
    • Organizer
      2010 IEEE International Conference on Network Infrastructures and Digital Content
    • Place of Presentation
      北京(中国)
    • Year and Date
      2010-09-25
  • [Presentation] Indexing Tree and Subtree by using a Structure Network2010

    • Author(s)
      Mingming Zhang
    • Organizer
      Joint IAPR International Workshop on Structural and Syntactic Pattern Recognition and Statistical Pattern Recognition
    • Place of Presentation
      イズミル(トルコ)
    • Year and Date
      2010-08-18
  • [Presentation] A New Pre-classification Method based on Associative Matching Method2010

    • Author(s)
      Yutaka Katsuyama
    • Organizer
      IS&T/SPIE 22nd Annual Symposium on Electronic Imaging
    • Place of Presentation
      サンノゼ(アメリカ)
    • Year and Date
      2010-01-18
  • [Presentation] A Graph Representation for Silhouette Based on Multiscale Analysis2009

    • Author(s)
      MingMing Zhang
    • Organizer
      First CJK Joint Workshop on Pattern Recognition
    • Place of Presentation
      南京(中国)
    • Year and Date
      2009-11-04
  • [Presentation] Extraction of Representative Structure of Decorative Character Images2009

    • Author(s)
      宮崎智
    • Organizer
      First CJK Joint Workshop on Pattern Recognition
    • Place of Presentation
      南京(中国)
    • Year and Date
      2009-11-04
  • [Presentation] 文字パターンへの情報埋め込みの試み2009

    • Author(s)
      大町真一郎
    • Organizer
      情報科学技術フォーラム
    • Place of Presentation
      仙台
    • Year and Date
      2009-09-02
  • [Presentation] 多項式を用いた画像の近似精度の実験的評価2009

    • Author(s)
      大町真一郎
    • Organizer
      電気関係学会東北支部連合大会
    • Place of Presentation
      仙台
    • Year and Date
      2009-08-21
  • [Presentation] Traffic Light Detection with Color and Edge Information2009

    • Author(s)
      Masako Omachi
    • Organizer
      2nd IEEE International Conference on Computer Science and Information Technology
    • Place of Presentation
      北京(中国)
    • Year and Date
      2009-08-09
  • [Presentation] Character Image Extraction from a Scene Image Using Color Information and Multiscale Analysis2009

    • Author(s)
      大町真一郎
    • Organizer
      Third International Workshop on Camera-Based Document Analysis and Recognition
    • Place of Presentation
      バルセロナ(スペイン)
    • Year and Date
      2009-07-25
  • [Presentation] 歯の構造的特徴を用いた歯科CT画像からの歯の3次元形状自動抽出2009

    • Author(s)
      柳沢龍一
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      松江
    • Year and Date
      2009-07-22
  • [Presentation] AdaBoostアルゴリズムを用いた複数の識別手法に由来する識別器の統合2009

    • Author(s)
      杉渕慶
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      松江
    • Year and Date
      2009-07-21
  • [Presentation] 共通拡大グラフによる飾り文字画像群からの文字構造抽出2009

    • Author(s)
      宮崎智
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      松江
    • Year and Date
      2009-07-20
  • [Presentation] NAT法とエッジ情報を利用した情景画像中の文字列検出2009

    • Author(s)
      松田友輔
    • 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
      東京
    • Year and Date
      2009-02-20
  • [Presentation] Information Embedment with Cross Ratio of Areas for Accurate Camera-Based Character Recognition2008

    • Author(s)
      大町真一郎
    • Organizer
      Third Korea-Japan Joint Workshop on Pattern Recognition
    • Place of Presentation
      ソウル(韓国)
    • Year and Date
      2008-11-14
  • [Presentation] Silhouette Image Recognition2008

    • Author(s)
      宮崎智
    • Organizer
      Third Korea-Japan Joint Workshop on Pattern Recognition
    • Place of Presentation
      ソウル(韓国)
    • Year and Date
      2008-11-13
  • [Presentation] Parameter Estimation of Gaussian Mixture Model Utilizing Boundary Data2008

    • Author(s)
      Masako Omachi
    • Organizer
      38th International Conference on Computers and Industrial Engineering
    • Place of Presentation
      北京(中国)
    • Year and Date
      2008-11-02
  • [Presentation] Fast Two-Dimensional Template Matching with Fixed Aspect Ratio Based on Polynomial Approximation2008

    • Author(s)
      Masako Omachi
    • Organizer
      The 9th International Conference on Signal Processing
    • Place of Presentation
      北京(中国)
    • Year and Date
      2008-10-28
  • [Presentation] 重み付き最小共通スーパーグラフによるシルエット画像の構造抽出2008

    • Author(s)
      宮崎智
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      軽井沢
    • Year and Date
      2008-07-31
  • [Presentation] 色情報とSIFT特徴量を用いた高速物体検出2008

    • Author(s)
      久納敬史
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      軽井沢
    • Year and Date
      2008-07-30
  • [Presentation] 色情報とマルチスケール解析を利用した情景画像中の文字抽出2008

    • Author(s)
      松田友輔
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      軽井沢
    • Year and Date
      2008-07-29

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Published: 2012-01-26   Modified: 2016-04-21  

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