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

Development of High-Accuracy Image Matching Techniques Using Feature Descriptors Based on Local Phase Array

Research Project

Project/Area Number 15H02721
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Perceptual information processing
Research InstitutionTohoku University

Principal Investigator

Aoki Takafumi  東北大学, 情報科学研究科, 教授 (80241529)

Co-Investigator(Kenkyū-buntansha) 本間 尚文  東北大学, 電気通信研究所, 教授 (00343062)
伊藤 康一  東北大学, 情報科学研究科, 助教 (70400299)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥16,380,000 (Direct Cost: ¥12,600,000、Indirect Cost: ¥3,780,000)
Fiscal Year 2017: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2016: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2015: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
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 / 計算機システム / 画像,文書,音声等認識
Outline of Final Research Achievements

This project developed a new feature descriptor called local phase array, which is defined by phase information of Fourier transform of given images, and its advanced techniques. We applied developed techniques to a wide range of applications such as robust matching of biometric images, multi-view stereo image measurement, fast and high-accuracy machine vision, image measurement for airborne SAR images and medical volume data analysis. We also implemented developed methods on GPUs and FPGAs. We demonstrated the effectiveness of local phase array through its practical applications.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (62 results)

All 2018 2017 2016 2015

All Journal Article (20 results) (of which Peer Reviewed: 20 results,  Open Access: 3 results,  Acknowledgement Compliant: 4 results) Presentation (42 results) (of which Int'l Joint Research: 13 results)

  • [Journal Article] [Invited Paper] Recent Advances in Biometric Recognition2018

    • Author(s)
      Koichi Ito
    • Journal Title

      ITE Transactions on Media Technology and Applications

      Volume: 6 Issue: 1 Pages: 64-80

    • DOI

      10.3169/mta.6.64

    • NAID

      130006301766

    • ISSN
      2186-7364
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic Generation System for Multiple-Valued Galois-Field Parallel Multipliers2017

    • Author(s)
      Rei Ueno, Naofumi Homma, Takafumi Aoki
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E100.D Issue: 8 Pages: 1603-1610

    • DOI

      10.1587/transinf.2016LOP0010

    • NAID

      130005876144

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 畳み込みニューラルネットワークを用いた生体検知手法2017

    • Author(s)
      伊藤康一
    • Journal Title

      電子情報通信学会論文誌A

      Volume: J100-A Pages: 455-464

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Elevation measurement from single-pass SAR images2017

    • Author(s)
      Shota Hishinuma
    • Journal Title

      Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 5662-5665

    • DOI

      10.1109/igarss.2017.8128292

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Recent advances in biometric security: A case study of liveness detection in face recognition2017

    • Author(s)
      285.Koichi Ito
    • Journal Title

      Proceedings of the APSIPA Annual Summit and Conference 2017

      Volume: - Pages: 220-227

    • DOI

      10.1109/apsipa.2017.8282031

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A practical person authentication system using second minor finger knuckles for door security2017

    • Author(s)
      Daichi Kusanagi
    • Journal Title

      IPSJ Transactions on Computer Vision and Applications

      Volume: 9 Issue: 1 Pages: 1-13

    • DOI

      10.1186/s41074-017-0016-5

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A 3D reconstruction method with color reproduction from multi-band and multi-view images2017

    • Author(s)
      Shuya Ito
    • Journal Title

      Proceedings of the Asian Conference on Computer Vision Workshops 2016

      Volume: 10117 Pages: 236-247

    • DOI

      10.1007/978-3-319-54427-4_18

    • ISBN
      9783319544267, 9783319544274
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A score calculation method using positional information of feature points for biometric authentication2016

    • Author(s)
      Koichi Ito
    • Journal Title

      Proceedings of the 23rd International Conference on Pattern Recognition

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Formal Design of Pipelined GF Arithmetic Circuits and Its Application to Cryptographic Processors2016

    • Author(s)
      Rei Ueno, Yukihiro Sugawara, Naofumi Homma, and Takafumi Aoki
    • Journal Title

      2016 IEEE 46th International Symposium on Multiple-Valued Logic

      Volume: - Pages: 217-222

    • DOI

      10.1109/ismvl.2016.25

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [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] System for Automatic Generation of Parallel Multipliers over Galois Field2015

    • Author(s)
      Yukihisa Sugawara, Rei Ueno, Naofumi Homma, and Takafumi Aoki
    • Journal Title

      IEEE 45th International Symposium on Multiple-Valued Logic

      Volume: 1 Pages: 54-59

    • DOI

      10.1109/ismvl.2015.15

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Multi-view stereo using phase-only correlation for 3D reconstruction and its application to e-Heritage2015

    • Author(s)
      Shuji Sakai
    • Journal Title

      Proceedings of International Conference on Advanced Imaging

      Volume: - Pages: 424-427

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] OpenCL-based design of an FPGA accelerator for phase-based correspondence matching2015

    • Author(s)
      Shunsuke Tatsumi
    • Journal Title

      Proceedings of International Conference on Parallel and Distributed Processing Techniques and Applications

      Volume: - Pages: 90-95

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stereo radargrammetry using Airborne SAR images with parameter optimization2015

    • Author(s)
      Daiki Maruki
    • Journal Title

      Proceedings of Asia-Pacific Conference on Synthetic Aperture Radar

      Volume: - Pages: 258-263

    • DOI

      10.1109/apsar.2015.7306202

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stereo radargrammetry using airborne SAR images without GCP2015

    • Author(s)
      Daiki Maruki
    • Journal Title

      Proceedings of IEEE International Conference on Image Processing

      Volume: - Pages: 1-5

    • DOI

      10.1109/icip.2015.7351472

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Phase-Based Window Matching with Geometric Correction for Multi-View Stereo2015

    • Author(s)
      Shuji Sakai
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E98.D Issue: 10 Pages: 1818-1828

    • DOI

      10.1587/transinf.2014EDP7409

    • NAID

      130005101297

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An extension of PatchMatch stereo for 3D reconstruction from multi-view images2015

    • Author(s)
      Mutsuki Hiradate
    • Journal Title

      Proceedings of Asian Conference on Pattern Recognition

      Volume: - Pages: 1-5

    • 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] High-Accuracy Ultrasound Contrast Agent Detection Method for Diagnostic Ultrasound Imaging Systems.2015

    • Author(s)
      Ito K, Noro K, Yanagisawa Y, Sakamoto M, Mori S, Shiga K, Kodama T, Aoki T.
    • Journal Title

      Ultrasound Med Biol.

      Volume: 41 Issue: 12 Pages: 3120-3130

    • DOI

      10.1016/j.ultrasmedbio.2015.07.032

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [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
  • [Presentation] Elevation measurement from single-pass SAR images2017

    • Author(s)
      Shota Hishinuma
    • Organizer
      2017 IEEE International Geoscience and Remote Sensing Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Recent advances in biometric security: A case study of liveness detection in face recognition2017

    • Author(s)
      Koichi Ito
    • Organizer
      APSIPA Annual Summit and Conference 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ステレオビジョンを用いた合成開口レーダ画像からの3次元計測に関する検討2017

    • Author(s)
      菱沼将太
    • Organizer
      第613回 URSI-F会合
    • Related Report
      2017 Annual Research Report
  • [Presentation] シングルパスSAR画像を用いた3次元計測に関する検討2017

    • Author(s)
      菱沼将太
    • Organizer
      第23回画像センシングシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 位相限定相関法に基づく高精度多視点3次元復元アルゴリズムの提案2017

    • Author(s)
      酒井修二
    • Organizer
      第20回 画像の認識・理解シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] シングルパスSAR画像を用いた3次元計測に関する検討2017

    • Author(s)
      菱沼将太
    • Organizer
      第20回画像の認識・理解シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 顔認証システムのための深層学習を用いた生体検知手法に関する検討2017

    • Author(s)
      岡野健久
    • Organizer
      平成29年度電気関係学会東北支部連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] A periocular recognition algorithm using phase-based image matching and its performance evaluation2017

    • Author(s)
      Luis R. Marval-Perez
    • Organizer
      2017年映像情報メディア学会年次大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 顔認証システムのためのFully Convolutional Networkを用いた生体検知手法に関する検討2017

    • 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
    • Related Report
      2017 Annual Research Report
  • [Presentation] カメラを用いた簡便な3次元復元システムとその性能評価2017

    • Author(s)
      淀川滉也
    • Organizer
      第32回信号処理シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] ディープラーニングを用いた顔画像からの年齢・性別推定手法の検討2017

    • Author(s)
      河合洋弥
    • Organizer
      第7回バイオメトリクスと認識・認証シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 同一データセットに基づくレーダグラメトリと干渉SARによる高さ計測結果の比較2017

    • Author(s)
      上本純平
    • Organizer
      第63回日本リモートセンシング学会学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 航空機 SAR 画像を用いたステレオビジョンに基づくレーダグラメトリ2017

    • Author(s)
      菱沼将太
    • Organizer
      第63回日本リモートセンシング学会学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] A score calculation method using positional information of feature points for biometric authentication2016

    • Author(s)
      Koichi Ito
    • Organizer
      The 23rd International Conference on Pattern Recognition
    • Place of Presentation
      カンクン,メキシコ
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A 3D reconstruction method with color reproduction from multi-band and multi-view images2016

    • Author(s)
      Shuya Ito
    • Organizer
      The Asian Conference on Computer Vision Workshops 2016
    • Place of Presentation
      台北,台湾
    • Year and Date
      2016-11-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] シングルパスSAR強度画像を用いた地表面の3次元計測に関する検討2016

    • Author(s)
      菱沼 将太
    • Organizer
      第31回信号処理シンポジウム
    • Place of Presentation
      吹田,大阪,関西大学100周年記念会館
    • Year and Date
      2016-11-10
    • Related Report
      2016 Annual Research Report
  • [Presentation] OpenCLを用いたPatchMatch Stereo向けFPGAアクセラレータの設計と性能評価2016

    • Author(s)
      立見 駿介
    • Organizer
      2016年映像情報メディア学会年次大会
    • Place of Presentation
      津,三重,三重大学
    • Year and Date
      2016-09-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] Practical POC-based palmprint identification using sparse modeling of phase templates2016

    • Author(s)
      Luis Rafael Marval Perez
    • Organizer
      2016年映像情報メディア学会年次大会
    • Place of Presentation
      津,三重,三重大学
    • Year and Date
      2016-09-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] シングルパスSAR強度画像を用いた3次元計測手法とその精度評価2016

    • Author(s)
      菱沼 将太
    • 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
      あわら,福井,北潟湖畔荘
    • Year and Date
      2016-08-31
    • Related Report
      2016 Annual Research Report
  • [Presentation] シングルパスSAR強度画像を用いた3次元計測手法に関する検討2016

    • Author(s)
      菱沼 将太
    • Organizer
      平成28年度電気関係学会東北支部連合大会
    • Place of Presentation
      仙台,宮城,東北工業大学
    • Year and Date
      2016-08-30
    • Related Report
      2016 Annual Research Report
  • [Presentation] 多視点マルチバンド画像からの色再現を伴った3次元復元とその評価,2016

    • Author(s)
      伊藤 秀哉
    • Organizer
      第19回 画像の認識・理解シンポジウム
    • Place of Presentation
      浜松,静岡,アクトシティ浜松
    • Year and Date
      2016-08-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] OpenCLを用いたPatchMatch Stereo向けFPGAアクセラレータの設計2016

    • Author(s)
      立見 駿介
    • Organizer
      第19回 画像の認識・理解シンポジウム
    • Place of Presentation
      浜松,静岡,アクトシティ浜松
    • Year and Date
      2016-08-02
    • Related Report
      2016 Annual Research Report
  • [Presentation] 誰でも使えるオンライン3次元計測システム2016

    • Author(s)
      伊藤 秀哉
    • Organizer
      第22回画像センシングシンポジウム
    • Place of Presentation
      横浜,神奈川,パシフィコ横浜
    • Year and Date
      2016-06-09
    • Related Report
      2016 Annual Research Report
  • [Presentation] Formal design of pipelined GF arithmetic circuits and its application to cryptographic processors2016

    • Author(s)
      Rei Ueno
    • Organizer
      The IEEE 46th International Symposium on Multiple-Valued Logic
    • Place of Presentation
      札幌,北海道,北海道大学
    • Year and Date
      2016-05-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] OpenCLを用いた位相限定相関法のためのFPGAアクセラレータの評価2016

    • Author(s)
      張山 昌論
    • Organizer
      電子情報通信学会リコンフィギャラブルシステム研究会
    • Place of Presentation
      川崎,神奈川,富士通研究所
    • Year and Date
      2016-05-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] 多視点マルチバンド画像からの3 次元復元と色再現に関する検討2016

    • Author(s)
      伊藤 秀哉
    • Organizer
      第29回回路とシステムワークショップ
    • Place of Presentation
      北九州,福岡,北九州国際会議場
    • Year and Date
      2016-05-13
    • Related Report
      2016 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
      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] てのりん認証(高速掌紋認証)2015

    • Author(s)
      上松晴信
    • Organizer
      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
      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] カメラの移動撮影によるオンライン 3 次元計測システムとその評価2015

    • Author(s)
      伊藤秀哉
    • 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] 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] An extension of PatchMatch stereo for 3D reconstruction from multi-view images2015

    • Author(s)
      Mutsuki Hiradate
    • Organizer
      Asian Conference on Pattern Recognition
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2015-11-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stereo radargrammetry using airborne SAR images without GCP2015

    • Author(s)
      Daiki Maruki
    • Organizer
      IEEE International Conference on Image Processing
    • Place of Presentation
      Quebec City, Canada
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stereo radargrammetry using Airborne SAR images with parameter optimization2015

    • Author(s)
      Daiki Maruki
    • Organizer
      Asia-Pacific Conference on Synthetic Aperture Radar
    • Place of Presentation
      Singapore, Singapore
    • Year and Date
      2015-09-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 多視点マルチバンド画像からの3 次元復元手法に関する検討2015

    • Author(s)
      伊藤秀哉
    • Organizer
      電気関係学会東北支部連合大会
    • Place of Presentation
      滝沢
    • Year and Date
      2015-08-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] ステレオビジョンに基づく航空機SAR画像からの3次元計測とその性能評価2015

    • Author(s)
      丸木大樹
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      吹田
    • Year and Date
      2015-07-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] カメラの移動撮影によるオンライン3次元形状計測システム2015

    • Author(s)
      平舘睦基
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      吹田
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] OpenCL-based design of an FPGA accelerator for phase-based correspondence matching2015

    • Author(s)
      Shunsuke Tatsumi
    • Organizer
      The 21st International Conference on Parallel and Distributed Processing Techniques and Applications
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-view stereo using phase-only correlation for 3D reconstruction and its application to e-Heritage2015

    • Author(s)
      Shuji Sakai
    • Organizer
      The 1st International Conference on Advanced Imaging
    • Place of Presentation
      千代田区
    • Year and Date
      2015-06-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [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] System for automatic generation of parallel multipliers over Galois field2015

    • Author(s)
      Yukihiro Sugawara
    • Organizer
      International Symposium on Multiple-Valued Logic
    • Place of Presentation
      Waterloo, Canada
    • Year and Date
      2015-05-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi