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Fundamental research of diffractive imaging toward innovation of information and material

Research Project

Project/Area Number 24300065
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionMuroran Institute of Technology

Principal Investigator

SHIOYA Hiroyuki  室蘭工業大学, 工学(系)研究科(研究院), 教授 (90271642)

Co-Investigator(Kenkyū-buntansha) WATANABE Shinya  室蘭工業大学, 工学研究科, 准教授 (30388136)
GOHARA Kazutoshi  北海道大学, 工学研究院, 教授 (40153746)
MAEDA Junji  室蘭工業大学, 工学研究科, 教授 (00002311)
Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥18,200,000 (Direct Cost: ¥14,000,000、Indirect Cost: ¥4,200,000)
Fiscal Year 2015: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2014: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2013: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2012: ¥9,490,000 (Direct Cost: ¥7,300,000、Indirect Cost: ¥2,190,000)
Keywords情報量 / フーリエ逆問題 / 位相問題 / 画像復元 / 最適化 / 回折パターン / 情報量最小化 / ラグランジェ法 / 位相回復 / 回折イメージング / 逆問題 / アンサンブル / 量子ノイズ / 制約計算 / 画像処理 / 構造解析 / 位相復元 / 情報量解析
Outline of Final Research Achievements

Retrieving the Fourier phase is required to reconstruct the image of a non-crystalline object using its Fourier-intensity measurement. In this research, we present the phase problem as an informatics-based minimization with the diffractive constraints, and newly introduce a highly effective algorithm for the phase retrieval. And an ensemble of phase retrieval is introduced to form the parallel architecture for avoiding the shot noise and initial starts. Moreover, the complement method for the missing direct on the diffraction pattern is introduced, and the overall method is established as the fundamental research in diffractive imaging.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (17 results)

All 2016 2015 2014 2013 2012 Other

All Journal Article (9 results) (of which Peer Reviewed: 8 results,  Acknowledgement Compliant: 1 results) Presentation (8 results)

  • [Journal Article] フーリエスペクトル特性を考慮した進化型多目的最適化による少数投影CTの再構成2015

    • Author(s)
      長舟和馬,渡邉真也,塩谷浩之
    • Journal Title

      情報処理学会,数理モデル化と応用

      Volume: 8 Pages: 45-61

    • NAID

      110009886643

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Reinforcement Learning System to Dynamic Movement and Multi-layer Environments2014

    • Author(s)
      Uthai Phommasak, Daisuke Kitakoshi, Hiroyuki Shioya, Junji Maeda
    • Journal Title

      Journal of Intelligent Learning Systems and Applications

      Volume: 6 Issue: 04 Pages: 176-185

    • DOI

      10.4236/jilsa.2014.64014

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detecting Foggy Images and Estimating the Haze Degree Factor2014

    • Author(s)
      Jun Mao, Uthai Phommasak, Shinya Watanabe and Hiroyuki Shioya
    • Journal Title

      J. Comput Sci. Syst. Biol.,

      Volume: 7(6) Issue: 06 Pages: 226-228

    • DOI

      10.4172/jcsb.1000161

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] K-means clustering for support construction in diffractive imaging2014

    • Author(s)
      Shunsuke Hattanda, Hiroyuki Shioya, Yosuke Maehara and Kazutoshi Gohara
    • Journal Title

      Journal of the Optical Society of America

      Volume: A31, 3 Issue: 3 Pages: 470-474

    • DOI

      10.1364/josaa.31.000470

    • NAID

      120005367440

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Refinement of Extracting Approximate Symmetry Planes Based on Least Square2014

    • Author(s)
      Jun Mao, and Hiroyuki Shioya
    • Journal Title

      Journal of Computer and Communications

      Volume: 2 Issue: 04 Pages: 188-195

    • DOI

      10.4236/jcc.2014.24025

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Policy-Improving System for Adaptability to Dynamic Environments Using Mixture Probability and Clustering Distribution2014

    • Author(s)
      Uthai Phommasak, Daisuke Kitakoshi, Jun Mao, and Hiroyuki Shioya
    • Journal Title

      Journal of Computer and Communications

      Volume: 2 Issue: 04 Pages: 210-219

    • DOI

      10.4236/jcc.2014.24028

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 複雑な背景をもつカラー文書画像からの文字抽出2013

    • Author(s)
      得地博之, 石見洋祐, 塩谷浩之, 前田純治
    • Journal Title

      電子情報通信学会論文誌 D

      Volume: 98 Pages: 3094-3097

    • NAID

      110009685327

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 回折イメージングにおける情報論的実像推定2012

    • Author(s)
      塩谷浩之,八反田俊輔,前原洋祐,郷原一寿
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: IE2012-86 Pages: 23-28

    • NAID

      110009642049

    • Related Report
      2012 Annual Research Report
  • [Journal Article] An Adaptation System in Unknown Environments Using a Mixture Probability Model and Clustering Distributions.2012

    • Author(s)
      Uthai Phommasak, Daisuke Kitakoshi, Hiroyuki Shioya
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: Vol. 16, No. 6 Pages: 733-740

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 位相回復像群による球殻構造の内部解析2016

    • Author(s)
      山本大稀, 市橋克哉・塩谷浩之, 広林茂樹, 郷原一寿
    • Organizer
      電子情報通信学会 画像工学研究会
    • Place of Presentation
      札幌市 北海道大学
    • Year and Date
      2016-02-22
    • Related Report
      2015 Annual Research Report
  • [Presentation] 高い周波数分解能解析を用いた局所的な画像修復法2015

    • Author(s)
      犬塚祐也,坂下和樹,長谷川昌也,廣林茂樹,参沢匡将,塩谷浩之
    • Organizer
      電子情報通信学会 画像工学研究会
    • Place of Presentation
      熊本県熊本市 崇城大学 池田キャンパス
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] 位相回復像群による球殻構造の中心推定2015

    • Author(s)
      市橋克哉, 山本大稀, 塩谷浩之, 広林茂樹, 郷原一寿
    • Organizer
      電子情報通信学会 画像工学研究会
    • Place of Presentation
      熊本県熊本市 崇城大学 池田キャンパス
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] 欠損領域を含むフーリエ強度からの位相回復における動的サポート構成法の比較検討2015

    • Author(s)
      市橋克哉,塩谷浩之,前原洋祐,郷原一寿
    • Organizer
      電子情報通信学会 画像工学研究会
    • Place of Presentation
      北海道大学(北海道 札幌市)
    • Year and Date
      2015-02-23 – 2015-02-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] 欠損領域を含むフーリエ強度からのアンサンブル位相回復2014

    • Author(s)
      市橋 克哉, 塩谷 浩之, 前原 洋祐, 郷原 一寿
    • Organizer
      電子情報通信学会 画像工学研究会
    • Place of Presentation
      鹿児島大学(鹿児島県 鹿児島市)
    • Year and Date
      2014-11-06 – 2014-11-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] 強度分布特性を活かした進化型多目的最適化に基づく少数投影CT 再構成アプローチの検討2013

    • Author(s)
      長舟和馬、渡邉真也、塩谷浩之
    • Organizer
      第4回進化計算学会研究会
    • Place of Presentation
      防衛大学
    • Year and Date
      2013-03-18
    • Related Report
      2012 Annual Research Report
  • [Presentation] 桁制限型フーリエ変換による位相回復に関する検討2013

    • Author(s)
      井澤太郎、前原洋祐、塩谷浩之、郷原一寿
    • Organizer
      情報電気関係学会北海道支部連合大会
    • Place of Presentation
      室蘭工業大学(北海道 室蘭市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 最小ノルムアルゴリズムを用いた線形計画問題の解法の検討

    • Author(s)
      石津祐馬、施建明、渡邉真也、塩谷浩之
    • Organizer
      情報処理北海道シンポジュウム2013
    • Place of Presentation
      室蘭工業大学(北海道 室蘭市)
    • Related Report
      2013 Annual Research Report

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Published: 2012-04-24   Modified: 2019-07-29  

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