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Image separation based on wavelet analysis

Research Project

Project/Area Number 17K05363
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Foundations of mathematics/Applied mathematics
Research InstitutionOsaka Kyoiku University

Principal Investigator

Morimoto Akira  大阪教育大学, 教育学部, 教授 (50239688)

Co-Investigator(Kenkyū-buntansha) 芦野 隆一  大阪教育大学, 教育学部, 教授 (80249490)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords画像分離 / 2次元ウェーブレット解析 / 位置・スケール解析 / 回転画像 / 平行移動画像 / 重み付き重ね合わせ / 応用数学 / ウェーブレット解析 / 信号源分離問題 / 時間スケール解析
Outline of Final Research Achievements

We observe superpositions of rotated, translated, and weighted original images. From observed images, we have been studying to estimate such parameters which correspond to the number of original images, rotation angles, translation parameters and weights.
We proposed a method for estimating the number of original images, relative rotation angles, relative translation parameters, and relative weights from two observed images. We also proposed a method for gathering parameters which belong to one original image, from several observed images. We got new knowledge on continuous wavelet correlation and relationship between the arguments of annular sector multiwavelet transforms and a scale parameter.

Academic Significance and Societal Importance of the Research Achievements

本研究での画像の重ね合わせは,レントゲン・電波・赤外線などの透過型撮影で得られる.いろいろな波長で撮影された観測画像(ハイパースペクトル画像)を解析する場合に本研究は役に立つことが期待される.また,回転・平行移動・重みを推定する方法を研究する過程で,連続ウェーブレット相関や円環分割マルチウェーブレット変換の偏角などについての知見を得た.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (34 results)

All 2020 2019 2018 2017 Other

All Journal Article (14 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 12 results,  Open Access: 3 results,  Acknowledgement Compliant: 2 results) Presentation (14 results) (of which Int'l Joint Research: 6 results,  Invited: 3 results) Remarks (5 results) Funded Workshop (1 results)

  • [Journal Article] 画像分離と2次元ウェーブレット解析2020

    • Author(s)
      守本 晃
    • Journal Title

      数理解析研究所講究録

      Volume: 2147 Pages: 49-76

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Wavelet analysis of auditory evoked potentials recording human vertex responses2020

    • Author(s)
      Ikawa, Nobuko / Morimoto,Akira / Ashino,Ryuichi
    • Journal Title

      RIMS Kokyuroku

      Volume: 2147 Pages: 14-35

    • NAID

      120006888293

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Detection of Rotation Angles on Image Separation Problem2019

    • Author(s)
      Morimoto Akira、Ashino Ryuichi、Mandai Takeshi
    • Journal Title

      Proceedings of the 11th ISAAC Congress, Vaxjo (Sweden) 2017

      Volume: 1 Pages: 551-558

    • DOI

      10.1007/978-3-030-04459-6_53

    • ISBN
      9783030044589, 9783030044596
    • Related Report
      2019 Annual Research Report 2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] An estimation of mixing coefficients in image separation problem using multiwavelet transforms2019

    • Author(s)
      Akira Morimoto, Ryuichi Ashino, Takeshi Mandai
    • Journal Title

      Proceedings of the 2019 International Conference on Wavelet Analysis and Pattern Recognition

      Volume: 1 Pages: 128-133

    • DOI

      10.1109/icwapr48189.2019.8946487

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Application of Complex Continuous Wavelet Analysis to Auditory Evoked Brain Responses2019

    • Author(s)
      Ikawa Nobuko、Morimoto Akira、Ashino Ryuichi
    • Journal Title

      Analysis, Probability, Applications, and Computation, Proceedings of the 11th ISAAC Congress

      Volume: 1 Pages: 543-550

    • DOI

      10.1007/978-3-030-04459-6_52

    • ISBN
      9783030044589, 9783030044596
    • Related Report
      2019 Annual Research Report 2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] An estimation of mixing coefficients in image separation problem using multiwavelet transforms2019

    • Author(s)
      Akira Morimoto, Ryuichi Ashino, Takeshi Mandai
    • Journal Title

      2019 International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR)

      Volume: 1 Issue: 03 Pages: 128-133

    • DOI

      10.1142/s0219691320500150

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Estimation of Rotation and Translation in Image Separation Problem2018

    • Author(s)
      Morimoto Akira、Ashino Ryuichi、Mandai Takeshi
    • Journal Title

      Proceedings of the 2018 International Conference on Wavelet Analysis and Pattern Recognition

      Volume: 1 Pages: 113-118

    • DOI

      10.1109/icwapr.2018.8521267

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] A New Detection Method for Short Latency of Auditory Evoked Potentials Using Stationary Wavelets2018

    • Author(s)
      Ikawa Nobuko、Morimoto Akira、Ashino Ryuichi
    • Journal Title

      Proceedings of the 2018 International Conference on Wavelet Analysis and Pattern Recognition

      Volume: 1 Pages: 82-88

    • DOI

      10.1109/icwapr.2018.8521272

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Duality Property of Two-Sided Quaternion Fourier Transform2018

    • Author(s)
      Bahri Mawardi、Ashino Ryuichi
    • Journal Title

      Proceedings of the 2018 International Conference on Wavelet Analysis and Pattern Recognition

      Volume: 1 Pages: 1-6

    • DOI

      10.1109/icwapr.2018.8521310

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Some Useful Results Associated with Right-Sided Quaternion Fourier Transform2018

    • Author(s)
      Bahri Mawardi、Ashino Ryuichi
    • Journal Title

      Proceedings of the 2018 International Conference on Wavelet Analysis and Pattern Recognition

      Volume: 1 Pages: 161-167

    • DOI

      10.1109/icwapr.2018.8521394

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Fast Estimation of the Peak Latency of Auditory Brainstem Response Using Discrete Stationary Wavelet Analysis2017

    • Author(s)
      井川 信子、守本 晃、芦野 隆一
    • Journal Title

      Transactions of the Japan Society for Industrial and Applied Mathematics

      Volume: 27 Issue: 2 Pages: 216-238

    • DOI

      10.11540/jsiamt.27.2_216

    • NAID

      130007043395

    • ISSN
      2424-0982
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Continuous Multiwavelet Transform for Blind Signal Separation2017

    • Author(s)
      Ryuichi Ashino, Takeshi Mandai, and Akira Morimoto
    • Journal Title

      Pseudo-Differential Operators: Groups, Geometry and Application, M.W. Wong and Hongmei Zhu (Eds.), Springer Intemational Publishing AG

      Volume: 1

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Image Source Separation Based on N-tree Discrete Wavelet Transforms2017

    • Author(s)
      R. Ashino, T. Mandai, and A. Morimoto
    • Journal Title

      New Trends in Analysis and Interdisciplinary Applications, Selected Contributions of the tenth ISAAC Congress, Macau 2015

      Volume: 1 Pages: 579-583

    • DOI

      10.1007/978-3-319-48812-7_75

    • ISBN
      9783319488103, 9783319488127
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Model of Relationship Between Waveform-Averaging and Slow Auditory Brainstem Response by Using Discrete Stationary Wavelet Analysis2017

    • Author(s)
      N. Ikawa, A. Morimoto, and R. Ashino
    • Journal Title

      New Trends in Analysis and Interdisciplinary Applications, Selected Contributions of the 10th ISAAC Congress, Macau 2015

      Volume: 1 Pages: 581-587

    • DOI

      10.1007/978-3-319-48812-7_73

    • ISBN
      9783319488103, 9783319488127
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] An estimation of mixing coefficients in image separation problem using multiwavelet transforms2019

    • Author(s)
      Akira Morimoto, Ryuichi Ashino, Takeshi Mandai
    • Organizer
      the 2019 International Conference on Wavelet Analysis and Pattern Recognition
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 平行移動回転ありの画像分離問題における重みの推定方法について2019

    • Author(s)
      守本晃,芦野隆一,萬代武史
    • Organizer
      日本応用数理学会年会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Image separation based on multiwavelet analysi2019

    • Author(s)
      Akira Morimoto, Ryuichi Ashino, and Takeshi Mandai,
    • Organizer
      2019 International Conference on Machine Learning and Intelligent Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mellin 変換を用いた,画像の拡大・縮小率を求める数値実験について2019

    • Author(s)
      守本晃
    • Organizer
      大阪教育大学・AIMaP 共催ワークショップ「ウェーブレット理論と工学への応用」
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 画像分離問題とウェーブレット解析2019

    • Author(s)
      守本晃
    • Organizer
      第8 回 若手理・工学セミナー,釧路工業高等専門学校
    • Related Report
      2019 Annual Research Report
  • [Presentation] An Estimation of Rotation and Translation in Image Separation Problem2018

    • Author(s)
      Akira Morimoto, Ryuichi Ashino, Takeshi Mandai
    • Organizer
      2018 International Conference on Wavelet Analysis and Pattern Recognition
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] A New Detection Method for Short Latency of Auditory Evoked Potentials Using Stationary Wavelets2018

    • Author(s)
      Nobuko Ikawa, Akira Morimoto, Ryuichi Ashino
    • Organizer
      2018 International Conference on Wavelet Analysis and Pattern Recognition
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 画像分離問題における回転角度と平行移動量の同定について2018

    • Author(s)
      守本晃, 芦野隆一, 萬代武史
    • Organizer
      日本応用数理学会2018年度 年会
    • Related Report
      2018 Research-status Report
  • [Presentation] Image separation using wavelet analysis2018

    • Author(s)
      Akira Morimoto
    • Organizer
      2018 RIMS共同研究&AIMaPワークショップ, 「画像解析と多次元ウェーブレット解析」
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] ウェーブレット解析を用いた画像分離問題について2018

    • Author(s)
      守本晃
    • Organizer
      第8 回 若手理・工学セミナー,釧路工業高等専門学校
    • Related Report
      2018 Research-status Report
  • [Presentation] 画像の平行移動量と回転角度の検出について2018

    • Author(s)
      ○守本 晃 (大阪教育大学), 芦野 隆一 (大阪教育大学), 萬代 武史 (大阪電気通信大学)
    • Organizer
      日本応用数理学会2018年研究部会連合発表会
    • Related Report
      2017 Research-status Report
  • [Presentation] Detection of rotation angles on image separation problem2017

    • Author(s)
      Akira Morimoto
    • Organizer
      the eleventh International Society for Analysis, its Applications and Computation (ISAAC) congress
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 回転画像の重なりの分離法について2017

    • Author(s)
      ○守本 晃 (大阪教育大学), 芦野 隆一 (大阪教育大学), 萬代 武史 (大阪電気通信大学)
    • Organizer
      日本応用数理学会2017年度 年会
    • Related Report
      2017 Research-status Report
  • [Presentation] ウェーブレット解析に基づいた信号源分離問題の解法について2017

    • Author(s)
      守本晃
    • Organizer
      大阪市大・大阪府大合同 第40回「南大阪応用数学セミナー」
    • Related Report
      2017 Research-status Report
    • Invited
  • [Remarks] 教員情報検索(大阪教育大学)

    • URL

      http://kenkyu-web.bur.osaka-kyoiku.ac.jp/Profiles/2/0000184/profile.html

    • Related Report
      2019 Annual Research Report
  • [Remarks] 「ウェーブレット理論と工学への応用」予稿集

    • URL

      https://www.osaka-kyoiku.ac.jp/~morimoto/WSPRO/index.html

    • Related Report
      2019 Annual Research Report
  • [Remarks] https://www.osaka-kyoiku.ac.jp/~morimoto/

    • Related Report
      2018 Research-status Report
  • [Remarks] 大阪教育大学教員総覧

    • URL

      http://kenkyu-web.bur.osaka-kyoiku.ac.jp/Profiles/2/0000184/profile.html

    • Related Report
      2017 Research-status Report
  • [Remarks] 守本晃のHP

    • URL

      https://www.osaka-kyoiku.ac.jp/~morimoto/

    • Related Report
      2017 Research-status Report
  • [Funded Workshop] 大阪教育大学&AIMaP共催ワークショップ「ウェーブレット理論と工学への応用」2018

    • Related Report
      2018 Research-status Report

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Published: 2017-04-28   Modified: 2021-02-19  

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