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Image Matching Using Local Phase Features and Its Application to Biometrics

Research Project

Project/Area Number 25280055
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionTohoku University

Principal Investigator

Koichi Ito  東北大学, 情報科学研究科, 助教 (70400299)

Co-Investigator(Kenkyū-buntansha) AOKI TAKAFUMI  東北大学, 大学院情報科学研究科, 教授 (80241529)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥16,510,000 (Direct Cost: ¥12,700,000、Indirect Cost: ¥3,810,000)
Fiscal Year 2015: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2014: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
Fiscal Year 2013: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Keywords画像,文章,音声等認識 / ディジタル信号処理 / 画像照合 / 位相限定相関法 / 個人認証 / 個人員証 / バイオメトリクス
Outline of Final Research Achievements

This project have defined a new image feature called "Local phase feature" to evaluate the similarity between images accurately and developed a variety of fundamental image matching algorithms using local phase features. We have applied local phase features to biometrics, which is required to accurate evaluation of the similarity between images. We have demonstrated the effectiveness of the image matching methods using local phase features on face, iris, plamprint and finger knuckle print recognition.

Report

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

    (36 results)

All 2015 2014 2013 Other

All Journal Article (12 results) (of which Peer Reviewed: 11 results,  Open Access: 1 results) Presentation (24 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] Geometric Correction Method Using Active 3D Measurement with Diffraction Grating Laser and Its Application to Palmprint Recognition2015

    • Author(s)
      佐藤拓杜
    • Journal Title

      The Journal of The Institute of Image Information and Television Engineers

      Volume: 69 Issue: 9 Pages: J261-J270

    • DOI

      10.3169/itej.69.J261

    • NAID

      130005094594

    • ISSN
      1342-6907, 1881-6908
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Palm region extraction for contactless palmprint recognition2015

    • Author(s)
      Koichi Ito
    • Journal Title

      Proceedings of International Conference on Biometrics

      Volume: - Pages: 334-340

    • DOI

      10.1109/icb.2015.7139058

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Score level fusion of multibiometrics using local phase array2015

    • Author(s)
      Luis Rafael Marval Perez
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 9315 Pages: 215-224

    • DOI

      10.1007/978-3-319-24078-7_21

    • ISBN
      9783319240770, 9783319240787
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A person authentication system using second minor finger knuckles for door handle2015

    • Author(s)
      Daichi Kusanagi
    • Journal Title

      Proceedings of Asian Conference on Pattern Recognition

      Volume: - Pages: 1-5

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 携帯電話向け非接触掌紋認証 ~アルゴリズムの提案からAndroid端末向けアプリの開発まで2014

    • Author(s)
      青山章一郎
    • Journal Title

      画像ラボ

      Volume: 25 Pages: 16-22

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Performance improvement of phase-based correspondence matching for palmprint recognition2014

    • Author(s)
      Vincent Roux
    • Journal Title

      Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

      Volume: - Pages: 70-77

    • DOI

      10.1109/cvprw.2014.16

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-finger knuckle recognition from video sequence: Extracting accurate multiple finger knuckle regions2014

    • Author(s)
      Daichi Kusanagi
    • Journal Title

      Proceedings of International Joint Conference on Biometrics

      Volume: - Pages: 1-8

    • DOI

      10.1109/btas.2014.6996236

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 指関節紋画像の変形にロバストな指関節紋認証アルゴリズム2013

    • Author(s)
      青山章一郎
    • Journal Title

      電子情報通信学会論文誌 A

      Volume: J96-A Pages: 790-800

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 携帯電話向け非接触掌紋認証アルゴリズム2013

    • Author(s)
      青山章一郎
    • Journal Title

      電子情報通信学会論文誌 A

      Volume: J96-A Pages: 250-263

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Multi-Finger Knuckle Recognition System for Door Handle2013

    • Author(s)
      Shoichiro Aoyama
    • Journal Title

      Proceedings of International Conference on Biometrics: Theory, Applications and Systems

      Volume: - Pages: 1-8

    • DOI

      10.1109/btas.2013.6712740

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Similarity Measure Using Local Phase Feature and Its Application to Biometric Recognition2013

    • Author(s)
      Shoichiro Aoyama
    • Journal Title

      Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshop

      Volume: - Pages: 180-187

    • DOI

      10.1109/cvprw.2013.34

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Performance Improvement of Face Recognition Algorithms Using Occluded-Region Detection2013

    • Author(s)
      Yuichiro Tajima
    • Journal Title

      Proceedings of International Conference on Biometrics

      Volume: - Pages: 1-8

    • DOI

      10.1109/icb.2013.6613012

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] てのりん認証(高速掌紋認証)2015

    • Author(s)
      上松晴信
    • Organizer
      第5回バイオメトリクスと認識・認証シンポジウム
    • Place of Presentation
      文京区
    • Year and Date
      2015-11-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] ドアレバー向けのMCP関節紋を用いた認証システムの検討2015

    • Author(s)
      草薙大地
    • Organizer
      第5回バイオメトリクスと認識・認証シンポジウム
    • Place of Presentation
      文京区
    • Year and Date
      2015-11-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] 非接触掌紋認証のための掌紋領域抽出手法の検討2015

    • Author(s)
      伊藤康一
    • Organizer
      第5回バイオメトリクスと認識・認証シンポジウム
    • Place of Presentation
      文京区
    • Year and Date
      2015-11-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] A person authentication system using second minor finger knuckles for door handle2015

    • Author(s)
      Daichi Kusanagi
    • Organizer
      Asian Conference on Pattern Recognition
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2015-11-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 位相限定相関法のためのFPGAアクセラレータのOpenCLベース設計と性能評価2015

    • Author(s)
      立見駿介
    • Organizer
      第30回 信号処理シンポジウム
    • Place of Presentation
      いわき
    • Year and Date
      2015-11-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] Score level fusion of multibiometrics using local phase array2015

    • Author(s)
      Luis Rafael Marval Perez
    • Organizer
      Pacific-Rim Conference on Multimedia
    • Place of Presentation
      Gwangju, Korea
    • Year and Date
      2015-09-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ドアレバーのためのMCP関節紋認証システムの検討2015

    • Author(s)
      草薙大地
    • Organizer
      電子情報通信学会バイオメトリクス研究会
    • Place of Presentation
      小樽
    • Year and Date
      2015-08-24
    • Related Report
      2015 Annual Research Report
  • [Presentation] 位相限定相関法のためのFPGAアクセラレータのOpenCLベース設計2015

    • Author(s)
      立見駿介
    • Organizer
      第28回 回路とシステムワークショップ
    • Place of Presentation
      淡路
    • Year and Date
      2015-08-04
    • Related Report
      2015 Annual Research Report
  • [Presentation] Palm region extraction for contactless palmprint recognition2015

    • Author(s)
      Koichi Ito
    • Organizer
      International Conference on Biometrics
    • Place of Presentation
      Phuket, Tailand
    • Year and Date
      2015-05-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 動画像を用いた指関節紋認証システムの検討2014

    • Author(s)
      草薙大地
    • Organizer
      第4回バイオメトリクスと認識・認証シンポジウム
    • Place of Presentation
      江東区
    • Year and Date
      2014-11-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] 非接触掌紋認証のための掌紋領域抽出手法の検討2014

    • Author(s)
      佐藤拓杜
    • Organizer
      電子情報通信学会バイオメトリクス研究会
    • Place of Presentation
      石垣市
    • Year and Date
      2014-10-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] バイオメトリクス認証のための特徴点の対応関係に基づくスコア計算手法の検討2014

    • Author(s)
      伊藤康一
    • Organizer
      電子情報通信学会バイオメトリクス研究会
    • Place of Presentation
      石垣市
    • Year and Date
      2014-10-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] Multi-finger knuckle recognition from video sequence: Extracting accurate multiple finger knuckle regions2014

    • Author(s)
      Daichi Kusanagi
    • Organizer
      International Joint Conference on Biometrics
    • Place of Presentation
      Clearwater, FL, USA
    • Year and Date
      2014-10-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] ドアレバーのための指関節紋個人認証システムの検討2014

    • Author(s)
      草薙大地
    • Organizer
      平成26年度電気関係学会東北支部連合大会
    • Place of Presentation
      米沢市
    • Year and Date
      2014-08-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] ドアレバーのための指関節紋認証システムの高性能化2014

    • Author(s)
      草薙大地
    • Organizer
      映像情報メディア学会メディア工学研究会サマーセミナー
    • Place of Presentation
      仙台市
    • Year and Date
      2014-08-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 手のひらの傾きにロバストな非接触型掌紋認証システムの検討2014

    • Author(s)
      佐藤拓杜
    • Organizer
      第27回 回路とシステムワークショップ
    • Place of Presentation
      淡路市
    • Year and Date
      2014-08-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] 画像対応付けに基づく掌紋認証アルゴリズムの性能向上に関する一検討2014

    • Author(s)
      青山章一郎
    • Organizer
      第17回 画像の認識・理解のシンポジウム
    • Place of Presentation
      岡山市
    • Year and Date
      2014-07-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Performance Improvement of Phase-Based Correspondence Matching for Palmprint Recognition2014

    • Author(s)
      Shoichro Aoyama
    • Organizer
      IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
    • Place of Presentation
      Columbus, OH, USA
    • Year and Date
      2014-06-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] A Multi-Finger Knuckle Recognition System for Door Handle

    • Author(s)
      Shoichiro Aoyama
    • Organizer
      International Conference on Biometrics: Theory, Applications and Systems
    • Place of Presentation
      Washington D.C., USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Similarity Measure Using Local Phase Feature and Its Application to Biometric Recognition

    • Author(s)
      Shoichiro Aoyama
    • Organizer
      IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshop
    • Place of Presentation
      Portland, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Performance Improvement of Face Recognition Algorithms Using Occluded-Region Detection

    • Author(s)
      Koichi Ito
    • Organizer
      International Conference on Biometrics
    • Place of Presentation
      Madrid, Spain
    • Related Report
      2013 Annual Research Report
  • [Presentation] 非接触 型掌紋認証アプリのユーザインタフェースに関する検討

    • Author(s)
      太田陽基
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Place of Presentation
      福岡
    • Related Report
      2013 Annual Research Report
  • [Presentation] ドアレバーのための指関節紋認証システムの検討

    • Author(s)
      青山章一郎
    • Organizer
      電子情報通信学会バイオメトリクス研究会
    • Place of Presentation
      茨木
    • Related Report
      2013 Annual Research Report
  • [Presentation] 遮蔽領域検出を用いた顔認証フレームワークとその性能評価

    • Author(s)
      田島裕一郎
    • Organizer
      回路とシステムワークショップ
    • Place of Presentation
      淡路
    • Related Report
      2013 Annual Research Report

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Published: 2013-05-21   Modified: 2019-07-29  

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