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

Development and Applications of Extremely Accurate Correspondence Techniques for Multidimensional Signals Based on Phase Information

Research Project

Project/Area Number 18H03253
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 61010:Perceptual information processing-related
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, 准教授 (70400299)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2020: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2019: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2018: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
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
Outline of Final Research Achievements

In this study, we developed a set of general-purpose image correspondence algorithms based on "high-accuracy correspondence of multidimensional signals based on local phase features represented in multiple resolutions." Through strategic application researches on biometrics, multi-view stereo 3D reconstruction, radar grammetry, and medical image analysis, we have demonstrated the effectiveness of phase-based image correspondence algorithms.

Academic Significance and Societal Importance of the Research Achievements

本研究課題では,画像マッチングにおける位相情報の有用性を世界に先駆けて着目した.画像中の局所ブロックから得られる位相情報を局所特徴記述子として扱うことにより,見通しよく多様な用途に本技術を応用できることを見いだし,幅広い応用指向の研究を展開した.

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (46 results)

All 2021 2020 2019 2018

All Journal Article (15 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 15 results,  Open Access: 2 results) Presentation (31 results) (of which Int'l Joint Research: 10 results)

  • [Journal Article] Parallel Implementation of String-Based Clustering for HT-SELEX Data2021

    • Author(s)
      Shintaro Kato
    • Journal Title

      EAI Endorsed Transactions on Bioengineering and Bioinformatics

      Volume: 1 Issue: 1 Pages: 166664-166664

    • DOI

      10.4108/eai.19-10-2020.166664

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Performance improvement of Alzheimer's disease classification inspired by CNN in brain age estimation2021

    • Author(s)
      Daiki Endo
    • Journal Title

      Proceedings of the International Forum on Medical Imaging in Asia 2021

      Volume: - Pages: 34-34

    • DOI

      10.1117/12.2590826

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Probe localization from ultrasound image sequences using deep learning for volume reconstruction2021

    • Author(s)
      Kanta Miura
    • Journal Title

      Proceedings of the International Forum on Medical Imaging in Asia 2021

      Volume: - Pages: 32-32

    • DOI

      10.1117/12.2590805

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] FSBC: fast string-based clustering for HT-SELEX data2020

    • Author(s)
      Shintaro Kato
    • Journal Title

      BMC Bioinformatics

      Volume: 21 Issue: 1 Pages: 1-10

    • DOI

      10.1186/s12859-020-03607-1

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ICF: A Shape-based 3D Segmentation Method2020

    • Author(s)
      Koji Kobayashi
    • Journal Title

      Proceedings of Special Interest Group on Computer Graphics and Interactive Techniques Conference

      Volume: - Pages: 1-2

    • DOI

      10.1145/3388770.3407440

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Parameter Optimization for Detecting Seismic Ground Deformation from Airborne SAR Images2020

    • Author(s)
      Koichi Ito
    • Journal Title

      Proceedings of IEEE International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 324-327

    • DOI

      10.1109/igarss39084.2020.9324586

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Localizing 2D Ultrasound Probe from Ultrasound Image Sequences Using Deep Learning for Volume Reconstruction2020

    • Author(s)
      Kanta Miura
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 12437 Pages: 97-105

    • DOI

      10.1007/978-3-030-60334-2_10

    • ISBN
      9783030603335, 9783030603342
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An age estimation method using 3D-CNN from brain MRI images2019

    • Author(s)
      Masaru Ueda
    • Journal Title

      Proceedings of International Symposium on Biomedical Imaging

      Volume: - Pages: 380-383

    • DOI

      10.1109/isbi.2019.8759392

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A method for observing seismic ground deformation from airborne SAR images2019

    • Author(s)
      Haruki Imai
    • Journal Title

      Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 1506-1509

    • DOI

      10.1109/igarss.2019.8900352

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Performance evaluation of face attribute estimation method using DendroNet2019

    • Author(s)
      Hiroya Kawai
    • Journal Title

      Proceedings of IEEE Global Conference on Consumer Electronics

      Volume: - Pages: 186-187

    • DOI

      10.1109/gcce46687.2019.9015613

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Parallel implementation of motif-based clustering for HT-SELEX dataset2019

    • Author(s)
      Takayoshi Ono
    • Journal Title

      Proceedings of IEEE International Conference on Bioinformatics and Bioengineering

      Volume: - Pages: 50-55

    • DOI

      10.1109/bibe.2019.00018

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Test Methodology for Evaluating Electromagmetic Information Leakage from Mobile Touchscreen Devices2019

    • Author(s)
      Ville Yli-Maeyry, Daisuke Miyata, Naofumi Homma, Yuichi Hayashi, Takafumi Aoki,
    • Journal Title

      IEEE Transactions on Electromagnetic Compatibility

      Volume: 61 Issue: 4 Pages: 1107-1114

    • DOI

      10.1109/temc.2018.2866553

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Towards on-board elevation measurement using interferometry and radargrammetry from single-pass SAR images2018

    • Author(s)
      Koichi Ito
    • Journal Title

      Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 5816-5819

    • DOI

      10.1109/igarss.2018.8517651

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Outlier and artifact removal filters for multi-view stereo2018

    • Author(s)
      Kouya Yodokawa
    • Journal Title

      Proceedings of the 2018 IEEE International Conference on Image Processing

      Volume: - Pages: 3638-3642

    • DOI

      10.1109/icip.2018.8451348

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Age and gender prediction from face images using convolutional neural network2018

    • Author(s)
      Koichi Ito
    • Journal Title

      Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conf.

      Volume: - Pages: 7-11

    • DOI

      10.23919/apsipa.2018.8659655

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Presentation] ICF: A shape-based 3D segmentation method2020

    • Author(s)
      Koji Kobayashi
    • Organizer
      Special Interest Group on Computer Graphics and Interactive Techniques Conference Posters
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Parameter optimization for detecting seismic ground deformation from airborne SAR images2020

    • Author(s)
      Koichi Ito
    • Organizer
      IEEE International Geoscience and Remote Sensing Symposium
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Localizing 2D ultrasound probe from ultrasound image sequences using deep learning for volume reconstruction2020

    • Author(s)
      Kanta Miura
    • Organizer
      Advances in Simplifying Medical UltraSound
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 低テクスチャ領域を含む多視点画像からの高精度デプス推定に関する検討2020

    • Author(s)
      伊藤隆史
    • Organizer
      第23回 画像の認識・理解シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] 深層学習を用いた超音波プローブの位置推定に基づく3次元超音波像再構成2020

    • Author(s)
      三浦幹太
    • Organizer
      第23回 画像の認識・理解シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] 3次元復元のための深層学習を用いた外れ点除去に関する検討2020

    • Author(s)
      鈴木光
    • Organizer
      2020年度電気関係学会東北支部連合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] SAR画像を用いた3次元計測の高精度化に関する検討2020

    • Author(s)
      Insfran Karl
    • Organizer
      2020年度電気関係学会東北支部連合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 深層学習を用いたアルツハイマー病の識別に関する検討2020

    • Author(s)
      遠藤大樹
    • Organizer
      2020年度電気関係学会東北支部連合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 畳込みニューラルネットワークを用いたアルツハイマー病識別の高精度化2020

    • Author(s)
      遠藤大樹
    • Organizer
      電子情報通信学会医用画像研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] アテンション機構を備えた CNN を用いた指紋特徴抽出に関する検討2020

    • Author(s)
      高橋愛
    • Organizer
      第10回バイオメトリクスと認識・認証シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] プライバシ保護を備えた顔認証のためのCNNを用いたステガノグラフィに関する検討2020

    • Author(s)
      神津岳志
    • Organizer
      第10回バイオメトリクスと認識・認証シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] 非接触掌紋認証のための指の間の特徴点検出に関する検討2020

    • Author(s)
      鈴木優聖
    • Organizer
      第10回バイオメトリクスと認識・認証シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] An age estimation method using 3D-CNN from brain MRI images2019

    • Author(s)
      Masaru Ueda
    • Organizer
      International Symposium on Biomedical Imaging
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A method for observing seismic ground deformation from airborne SAR images2019

    • Author(s)
      Haruki Imai
    • Organizer
      2019 IEEE International Geoscience and Remote Sensing Symposium
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Performance evaluation of face attribute estimation method using DendroNet2019

    • Author(s)
      Hiroya Kawai
    • Organizer
      IEEE Global Conference on Consumer Electronics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Parallel implementation of motif-based clustering for HT-SELEX dataset2019

    • Author(s)
      Takayoshi Ono
    • Organizer
      IEEE International Conference on Bioinformatics and Bioengineering
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 顔属性推定のためのMerged Multi-CNNとその効率化に関する検討2019

    • Author(s)
      河合洋弥
    • Organizer
      第22回画像の認識・理解シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] PM-MVSを用いた高精度3次元復元とその性能評価2019

    • Author(s)
      伊藤隆史
    • 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
    • Related Report
      2019 Annual Research Report
  • [Presentation] 非接触掌紋認証のためのCNNを用いた手のセグメンテーションに関する検討2019

    • Author(s)
      鈴木優聖
    • Organizer
      第9回バイオメトリクスと認識・認証シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] Towards on-board elevation measurement using interferometry and radargrammetry from single-pass SAR images2018

    • Author(s)
      Koichi Ito
    • Organizer
      2018 IEEE International Geoscience and Remote Sensing Symposium
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Outlier and artifact removal filters for multi-view stereo2018

    • Author(s)
      Kouya Yodokawa
    • Organizer
      2018 IEEE International Conference on Image Processing
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Age and gender prediction from face images using convolutional neural network2018

    • Author(s)
      Koichi Ito
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conf. 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Deep Multi-Task Learningを用いた顔画像からの年齢・性別推定手法の検討2018

    • Author(s)
      河合 洋弥
    • Organizer
      第24回画像センシングシンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] PMVS を用いた少ない視点画像からの 3 次元復元に関する検討2018

    • Author(s)
      畑 淳一
    • Organizer
      第21回画像の認識・理解シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] 多視点ステレオのためのアウトライア・アーチファクト除去手法の検討2018

    • Author(s)
      淀川 滉也
    • Organizer
      第21回画像の認識・理解シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] ディープラーニングを用いた手の位置・姿勢推定と個人認証への応用に関する検討2018

    • Author(s)
      岡野 健久
    • Organizer
      第21回画像の認識・理解シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] 大量核酸配列データの高速クラスタリング手法とその性能評価2018

    • Author(s)
      小野 貴義
    • 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2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] 数論変換に基づく格子暗号の高効率実装2018

    • Author(s)
      遠藤 空
    • Organizer
      ハードウェアセキュリティ夏のワークショップ
    • Related Report
      2018 Annual Research Report
  • [Presentation] 航空機SAR画像を用いた地震による地表変動の観測に関する検討2018

    • Author(s)
      今井 陽稀
    • Organizer
      第64回日本リモートセンシング学会学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 新生児指紋画像の品質改善に関する考察2018

    • Author(s)
      幸田 芳紀
    • Organizer
      第8回バイオメトリクスと認証・認識シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] CycleGAN を用いた指紋画像のドメイン変換に関する検討2018

    • Author(s)
      高橋 愛
    • Organizer
      第8回バイオメトリクスと認証・認識シンポジウム
    • Related Report
      2018 Annual Research Report

URL: 

Published: 2018-04-23   Modified: 2022-01-27  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi