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Shouno Hayaru  庄野 逸

… Alternative Names

SHOUNO Hayaru  庄野 逸

庄野 透  ショウノ ハヤル

Less
Researcher Number 50263231
Other IDs
  • ORCIDhttps://orcid.org/0000-0002-2412-0184
External Links
Affiliation (Current) 2025: 電気通信大学, 大学院情報理工学研究科, 教授
Affiliation (based on the past Project Information) *help 2015 – 2022: 電気通信大学, 大学院情報理工学研究科, 教授
2014 – 2015: 電気通信大学, 情報理工学(系)研究科, 教授
2013: 電気通信大学, 電気通信学部, 准教授
2012 – 2013: 電気通信大学, 情報理工学(系)研究科, 准教授
2010 – 2012: 電気通信大学, 大学院・情報理工学研究科, 准教授 … More
2008 – 2011: The University of Electro-Communications, 電気通信学部, 准教授
2007: Yamaguchi University, Graduate School of Medicine, Associate professor
2006 – 2007: 山口大学, 大学院・医学系研究科, 助教授
2006: 山口大学, 大学院医学系研究科, 助教授
2003 – 2005: 山口大学, 工学部, 助教授
1997 – 1999: 大阪大学, 大学院・基礎工学研究科, 助手
1995 – 1996: 大阪大学, 基礎工学部, 助手 Less
Review Section/Research Field
Principal Investigator
Complex systems / Sensitivity informatics/Soft computing / Soft computing / Intelligent informatics / Basic Section 61040:Soft computing-related
Except Principal Investigator
Intelligent informatics / Science and Engineering / Medium-sized Section 61:Human informatics and related fields / Medical systems / Science and Engineering / Sensitivity informatics/Soft computing
Keywords
Principal Investigator
ベイズ推定 / 深層学習 / ディープラーニング / 画像修復 / 特徴量解析 / Deep Learning / テクスチャ解析 / PET / PET画像 / ノイズ除去 … More / 画像再構成 / ハイパーパラメータ推定 / 統計力学 / PSS / テクスチャ表現 / 畳み込みニューラルネットワーク / テクスチャ特徴量 / 画像生成 / V4視覚野 / Portilla Simoncelli 特徴 / テクスチャ特徴 / 並列計算 / 温度交換モンテカルロ法 / モンテカルロ法 / X線分子分光法 / MCMC / スペクトル分解 / MCMC法 / FPGA / エッジデバイス / 生成モデル / 医用画像再構成 / スパース基底 / PET画像再構成 / スパース表現 / ノイズ低減 / ラドン変換 / 辞書学習 / 断層画像再構成 / スパースモデリング / 構造推定 / 表現学習 / 温度交換MCMC法 / スパース特徴選択 / ディープコンボリューションネット / 特徴量の可視化 / 特徴量選択 / びまん性肺疾患識別 / 医用画像認識 / 転移学習 / Deep Convolution net / びまん性肺疾患 / Bayes推定 / 確率伝播法 / Poisson 画像 / マルコフ確率場 / 医用画像 / 情報統計力学 / Radon変換 / CT画像 / 4D 画像 / Bayes 推定 / 断層画像 / Radon 変換 / CT 画像 / 画像処理 / ベイス推定 / 医療画像 / ニューラルネット / 医療画像情報処理 / ニューラルネットワーク / 統計力学的アプローチ / 多重電極信号 / 多重電極計測 / 平均場近似 / 対数線形モデル / 物体認識 / IT野 / 3次元物体認識 / ネオコグニトロン / 神経回路モデル / SOM. / 方向マップ / 方位マップ / 視覚1次野・ / トポグラフィックマッピング. … More
Except Principal Investigator
MDCT / 神経回路モデル / びまん性肺疾患 / コンピュータ支援診断 / COPD / Neocognitron / Neural network model / 視覚神経系 / 競合学習 / ネオコグニトロン / 選択的注意 / 視覚パターン認識 / 能動的パターン認識 / 機械学習 / レジストレーション / 情報統計力学と特異統計学 / 深層ネット / ニューラルネットワーク / 特異統計学 / ダイナミクスと内部表現 / データ駆動的アプローチ / 深層生成モデル / データ駆動 / 視覚野 / 神経科学 / データ駆動科学 / 統計神経力学 / 情報統計力学 / 人工知能 / 深層学習畳み込みニューラルネットワーク / ホワイトボックス化 / ニューラルネット / ディープラーニング / 統計数学 / 情報工学 / 画像 / 統計数理 / 解剖学 / 医用画像処理 / 計測工学 / auscultation sounds / Diffuse lung disease / Pulmonary function / Different time phase / Pulmonary blood flow / CAD / 支援診断 / コンピュータ / 肺塞栓 / 肺聴診音 / 慢性閉塞性肺疾患 / 肺機能 / 異時相 / 多列検出器型CT / 肺血流 / plug-in / platform / segmentation / feature analysis / diffuse lung disease / intellectual CAD / local pathological status / 特発性班質性肺疾患 / フーリエ変換 / 肺血管 / 自己組織化マップ / フーリエ特徴量 / 濃淡情報 / プラグイン / プラットフォーム / セグメンテーション / 特徴解析 / 知的CAD / 局所病理形態 / Self-organization / Face recognition / Occluded patterns / Pattern recognition / Active vision / Visual system / 顔パターンの切り出し / 特徴抽出 / 位置不変性受容野 / 複雑型細胞 / 手書き数字認識 / 部分的遮蔽 / 自己組織化 / 顔認識 / 遮蔽パターンの認識 / パターン認識 / アクティブビジョン / Spatial memory / Parallel processing of shape and motion / Binding problem / Selective attention / Visual pattern recognition / Active pattern recognition / フィードバック信号 / 特徴抽出のしきい値 / 広域地図の連続的想起 / 想起の連鎖 / 空間記憶 / 形と動きの並列処理 / 結びつけ問題 / 多項式カーネル / 二次平均場近似 / マルコフランダムフィールド / 画像認識 / 条件付き確率場 / クラスタリング / ビデオ画像認識 / サポートベクトルマシン / カーネル / ランダムフィールド / 生成モデル / 識別モデル / 画像識別 / ベイズ / インターフェース / Web / 呼吸機能イメージング / 死亡時診断 / 診断支援 / 計算解剖モデル / 生涯画像 / データベース / 総合支援 / 臨床展開 / 臨床評価 / 統計形状モデル / テクスチャ解析 / オートプシー・イメージング Less
  • Research Projects

    (19 results)
  • Research Products

    (204 results)
  • Co-Researchers

    (27 People)
  •  Development of a Probabilistic Sampling Machine for Spectral Decomposition using FPGAPrincipal Investigator

    • Principal Investigator
      Shouno Hayaru
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 61040:Soft computing-related
    • Research Institution
      The University of Electro-Communications
  •  Representations Mapping between psychophysical feature and deep neural network for visual texturePrincipal Investigator

    • Principal Investigator
      庄野 逸
    • Project Period (FY)
      2019 – 2020
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      The University of Electro-Communications
  •  Research on whiteboxing deep learning

    • Principal Investigator
      Okada Masato
    • Project Period (FY)
      2018 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      The University of Tokyo
  •  A sparse texture analysis method using deep learningPrincipal Investigator

    • Principal Investigator
      庄野 逸
    • Project Period (FY)
      2016 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      The University of Electro-Communications
  •  A study of sparse representation based computed tomographyPrincipal Investigator

    • Principal Investigator
      Shouno Hayaru
    • Project Period (FY)
      2016 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Soft computing
    • Research Institution
      The University of Electro-Communications
  •  相関スパース表現 Deep Architecture によるテクスチャ解析Principal Investigator

    • Principal Investigator
      庄野 逸
    • Project Period (FY)
      2014 – 2015
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      The University of Electro-Communications
  •  Fundamental Technologies for Integration of Multiscale Spatiotemporal Morphology in Multidisciplinary Computational Anatomy

    • Principal Investigator
      Shimizu Akinobu
    • Project Period (FY)
      2014 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Science and Engineering
    • Research Institution
      Tokyo University of Agriculture and Technology
  •  Bayes integration of medical image with statistical mechanical approachPrincipal Investigator

    • Principal Investigator
      Shouno Hayaru
    • Project Period (FY)
      2013 – 2015
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Soft computing
    • Research Institution
      The University of Electro-Communications
  •  Computer-aided diagnosis of computational anatomical model and application of computer-aided autopsy imaging.

    • Principal Investigator
      KIDO Shoji
    • Project Period (FY)
      2009 – 2013
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Science and Engineering
    • Research Institution
      Yamaguchi University
  •  Machine learning via fusion of discriminative and mean field models and its application to image recognition

    • Principal Investigator
      TAKAHASHI Haruhisa
    • Project Period (FY)
      2009 – 2011
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      The University of Electro-Communications
  •  Statistical Mechanical Approach to the 3-Dimensional Medical ImageReconstructionPrincipal Investigator

    • Principal Investigator
      SHOUNO Hayaru
    • Project Period (FY)
      2009 – 2012
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      The University of Electro-Communications
  •  A study of application for medical imaging algorithm based on probabilistic information processingPrincipal Investigator

    • Principal Investigator
      SHOUNO Hayaru
    • Project Period (FY)
      2006 – 2008
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      The University of Electro-Communications
      Yamaguchi University
  •  Development of Computeraided Diagnosis System for Evaluation of Regional Pulmonary Blood Flow by use of Different Thee Phase of MDCT Images

    • Principal Investigator
      KIDO Shoji
    • Project Period (FY)
      2005 – 2007
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Medical systems
    • Research Institution
      Yamaguchi University
  •  統計力学に基づいたデジタル情報処理へのアナログ的アプローチに関する研究Principal Investigator

    • Principal Investigator
      庄野 逸
    • Project Period (FY)
      2003 – 2005
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      Yamaguchi University
  •  Intelligent CAD based on understanding of local pathological structures

    • Principal Investigator
      KIDO Shoji
    • Project Period (FY)
      2003 – 2006
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      Yamaguchi University
  •  多層構造を持つ神経回路モデルによる物体認識Principal Investigator

    • Principal Investigator
      庄野 逸
    • Project Period (FY)
      1998 – 1999
    • Research Category
      Grant-in-Aid for Encouragement of Young Scientists (A)
    • Research Field
      Intelligent informatics
    • Research Institution
      Osaka University
  •  Dynamic Processing of Visual Patterns

    • Principal Investigator
      FUKUSHIMA Kunihiko
    • Project Period (FY)
      1997 – 2000
    • Research Category
      Grant-in-Aid for Scientific Research (A).
    • Research Field
      Intelligent informatics
    • Research Institution
      The University of Electro-Communications
      Osaka University
  •  多層構造をもつ.神経回路モデルにおけるトポグラフィックマッピングの形成Principal Investigator

    • Principal Investigator
      庄野 逸
    • Project Period (FY)
      1996
    • Research Category
      Grant-in-Aid for Encouragement of Young Scientists (A)
    • Research Field
      Intelligent informatics
    • Research Institution
      Osaka University
  •  Research on Visual Pattern Recognition with Hierarchical Neural Networks

    • Principal Investigator
      FUKUSHIMA Kunihiko
    • Project Period (FY)
      1995 – 1996
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Research Field
      Intelligent informatics
    • Research Institution
      Osaka University

All 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 Other

All Journal Article Presentation Book Patent

  • [Book] Deep Learning in Healthcare, Chapter: Deep Learning in Textural Medical Image Analysis2019

    • Author(s)
      Suzuki, Aiga and Sakanashi, Hidenori and Kido, Shoji and Shouno, Hayaru
    • Total Pages
      218
    • Publisher
      Springer
    • ISBN
      9783030326067
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Book] Deep Learning in Healthcare2019

    • Author(s)
      Aiga Suzuki, Hidenori Sakanashi, Shoji Kido, Hayaru Shouno
    • Publisher
      Springer, Cham
    • ISBN
      9783030326067
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Journal Article] Adversarial Training with Knowledge Distillation Considering Intermediate Representations in CNNs2023

    • Author(s)
      Higuchi Hikaru、Suzuki Satoshi、Shouno Hayaru
    • Journal Title

      ICONIP2022

      Volume: - Pages: 683-691

    • DOI

      10.1007/978-981-99-1639-9_57

    • ISBN
      9789819916382, 9789819916399
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] Knowledge Transferred Fine-Tuning: Convolutional Neural Network Is Born Again With Anti-Aliasing Even in Data-Limited Situations2022

    • Author(s)
      Suzuki Satoshi、Takeda Shoichiro、Makishima Naoki、Ando Atsushi、Masumura Ryo、Shouno Hayaru
    • Journal Title

      IEEE Access

      Volume: 10 Pages: 68384-68396

    • DOI

      10.1109/access.2022.3186101

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] Improving sign-algorithm convergence rate using natural gradient for lossless audio compression2022

    • Author(s)
      Mineo Taiyo、Shouno Hayaru
    • Journal Title

      EURASIP Journal on Audio, Speech, and Music Processing

      Volume: 2022 Issue: 1 Pages: 1-15

    • DOI

      10.1186/s13636-022-00243-w

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Journal Article] Fracture mode classification by texture analysis of fracture surface scanning electron microscope images2022

    • Author(s)
      Endo Akihiro、Furuya Yoshiyuki、Nagata Kenji、Yoshikawa Hideki、Shouno Hayaru
    • Journal Title

      Science and Technology of Advanced Materials: Methods

      Volume: 2 Issue: 1 Pages: 129-138

    • DOI

      10.1080/27660400.2022.2065185

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] Knowledge Transferred Fine-Tuning for Anti-Aliased Convolutional Neural Network in Data-Limited Situation2021

    • Author(s)
      Suzuki Satoshi、Takeda Shoichiro、Tanida Ryuichi、Kimata Hideaki、Shouno Hayaru
    • Journal Title

      2021 IEEE International Conference on Image Processing (ICIP)

      Volume: - Pages: 864-868

    • DOI

      10.1109/icip42928.2021.9506696

    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] Determination of common peak structure from multiple X-ray photo-electron spectroscopy data sets2021

    • Author(s)
      Murakami Ryo、Shouno Hayaru、Nagata Kenji、Shinotsuka Hiroshi、Yoshikawa Hideki
    • Journal Title

      Science and Technology of Advanced Materials: Methods

      Volume: 1 Issue: 1 Pages: 182-191

    • DOI

      10.1080/27660400.2021.1957304

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Journal Article] Bayesian estimation for XPS spectral analysis at multiple core levels2021

    • Author(s)
      Machida Atsushi、Nagata Kenji、Murakami Ryo、Shinotsuka Hiroshi、Shouno Hayaru、Yoshikawa Hideki、Okada Masato
    • Journal Title

      Science and Technology of Advanced Materials: Methods

      Volume: 1 Issue: 1 Pages: 123-133

    • DOI

      10.1080/27660400.2021.1943172

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Journal Article] Deep Feature Compression using Spatio-Temporal Arrangement toward Collaborative Intelligent World2021

    • Author(s)
      Suzuki Satoshi、Takeda Shoichiro、Takagi Motohiro、Tanida Ryuichi、Kimata Hideaki、Shouno Hayaru
    • Journal Title

      IEEE Transactions on Circuits and Systems for Video Technology

      Volume: - Issue: 6 Pages: 1-1

    • DOI

      10.1109/tcsvt.2021.3107716

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] Prediction of metal temperature by microstructural features in creep exposed austenitic stainless steel with sparse modeling2021

    • Author(s)
      Endo Akihiro、Sawada Kota、Nagata Kenji、Yoshikawa Hideki、Shouno Hayaru
    • Journal Title

      Science and Technology of Advanced Materials: Methods

      Volume: 1 Issue: 1 Pages: 225-233

    • DOI

      10.1080/27660400.2021.1997556

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Journal Article] Measuring Shift-Invariance of Convolutional Neural Network with a Probability-Incorporated Metric2021

    • Author(s)
      Higuchi Hikaru、Suzuki Satoshi、Shouno Hayaru
    • Journal Title

      In Proc. ICONIP’21

      Volume: - Pages: 719-728

    • DOI

      10.1007/978-3-030-92307-5_84

    • ISBN
      9783030923068, 9783030923075
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] Texture Analysis of Magnetic Domain Images Using Statistics Based on Human Visual Perception2021

    • Author(s)
      Murakami Ryo、Mizumaki Masaichiro、Hamano Yusuke、Akai Ichiro、Shouno Hayaru
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 90 Issue: 4 Pages: 044705-044705

    • DOI

      10.7566/jpsj.90.044705

    • NAID

      40022539093

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PUBLICLY-19H04982, KAKENHI-PROJECT-18H04106
  • [Journal Article] Development of spectral decomposition based on Bayesian information criterion with estimation of confidence interval2020

    • Author(s)
      Shinotsuka Hiroshi、Nagata Kenji、Yoshikawa Hideki、Mototake Yoh-Ichi、Shouno Hayaru、Okada Masato
    • Journal Title

      Science and Technology of Advanced Materials

      Volume: 21 Issue: 1 Pages: 402-419

    • DOI

      10.1080/14686996.2020.1773210

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K12154, KAKENHI-PUBLICLY-19H04982, KAKENHI-PROJECT-18H04106, KAKENHI-PROJECT-18K05191
  • [Journal Article] Development of multiple core-level XPS spectra decomposition method based on the Bayesian information criterion2020

    • Author(s)
      Murakami Ryo、Tanaka Hiromi、Shinotsuka Hiroshi、Nagata Kenji、Shouno Hayaru、Yoshikawa Hideki
    • Journal Title

      Journal of Electron Spectroscopy and Related Phenomena

      Volume: 245 Pages: 147003-147003

    • DOI

      10.1016/j.elspec.2020.147003

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K12154, KAKENHI-PUBLICLY-19H04982, KAKENHI-PROJECT-18H04106, KAKENHI-PROJECT-17K06362
  • [Journal Article] ベイズ的変数選択に基づく分光スペクトル分解2019

    • Author(s)
      川島 貴大 , 庄野 逸
    • Journal Title

      情報処理学会論文誌数理モデル化と応用

      Volume: 12 Pages: 34-43

    • NAID

      170000150459

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Journal Article] B-DCGAN: Evaluation of Binarized DCGAN for FPGA2019

    • Author(s)
      Hideo Terada, Hayaru Shouno
    • Journal Title

      In Proc. International Conference on Neural Information Processing (ICONIP2019), Lecture Notes in Computer Science

      Volume: 11953 Pages: 55-64

    • DOI

      10.1007/978-3-030-36708-4_5

    • ISBN
      9783030367077, 9783030367084
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] ベイズ的変数選択に基づく分光スペクトル分解2019

    • Author(s)
      川島 貴大 , 庄野 逸
    • Journal Title

      情報処理学会論文誌数理モデル化と応用(TOM)

      Volume: 12(2) Pages: 34-43

    • NAID

      170000150459

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] Fast Bayesian Restoration of Poisson Corruputed Images with INLA2019

    • Author(s)
      Takahiro Kawashima, Hayaru Shouno
    • Journal Title

      In Proc. International Conference on Parallel Distributed Processing Techniques and Applications(PDPTA) 2019

      Volume: 1 Pages: 109-114

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] ベイズ的変数選択法に基づく分光スペクトル分解2019

    • Author(s)
      川島 貴大,庄野 逸
    • Journal Title

      情報処理学会論文誌「数理モデル化と応用」

      Volume: 印刷中

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Journal Article] Ordered Subsets EM algorithm for PET Image Reconstruction by use of Dictionary Learning and TV Regularization2019

    • Author(s)
      奥村 直裕、庄野 逸
    • Journal Title

      Medical Imaging Technology

      Volume: 37 Issue: 5 Pages: 217-229

    • DOI

      10.11409/mit.37.217

    • NAID

      130007752682

    • ISSN
      0288-450X, 2185-3193
    • Year and Date
      2019-11-25
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-19H04982, KAKENHI-PROJECT-18H04106
  • [Journal Article] Bolassoを用いたびまん性肺疾患画像の特徴選択2019

    • Author(s)
      遠藤 瑛泰 , 永田 賢二 , 木戸 尚治 , 庄野 逸
    • Journal Title

      情報処理学会論文誌数理モデル化と応用

      Volume: 12 Pages: 68-77

    • NAID

      170000181266

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Journal Article] Bolassoを用いたびまん性肺疾患画像の特徴選択2019

    • Author(s)
      遠藤 瑛泰 , 永田 賢二 , 木戸 尚治 , 庄野 逸
    • Journal Title

      情報処理学会論文誌数理モデル化と応用

      Volume: 12 Pages: 68-77

    • NAID

      170000181266

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Journal Article] Bolassoを用いたびまん性肺疾患画像の特徴選択2019

    • Author(s)
      遠藤瑛泰, 永田賢二, 木戸尚治, & 庄野逸
    • Journal Title

      情報処理学会論文誌数理モデル化と応用 (TOM)

      Volume: 12(3) Pages: 68-77

    • NAID

      170000181266

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] Feature Representation Analysis of Deep Convolutional Neural Network using Two-stage Feature Transfer―An Application for Diffuse Lung Disease Classification2018

    • Author(s)
      Aiga Suzuki, Hidenori Sakanashi, Shoji Kido, Hayaru Shouno
    • Journal Title

      情報処理学会論文誌数理モデル化と応用(TOM)

      Volume: 11 Pages: 74-83

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Journal Article] 2)Feature Representation Analysis of Deep Convolutional Neural Network using Two-stage Feature Transfer―An Application for Diffuse Lung Disease Classification2018

    • Author(s)
      Aiga Suzuki, Hidenori Sakanashi, Shoji Kido, Hayaru Shouno
    • Journal Title

      情報処理学会論文誌「数理モデル化と応用」

      Volume: 11 Pages: 74-83

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Journal Article] 2 段階転移学習を用いたディープコンボリューションネットの医用画像認識2017

    • Author(s)
      庄野逸,鈴木藍雅,鈴木聡志,木戸尚治
    • Journal Title

      日本神経回路学会誌

      Volume: 24(1)

    • NAID

      130006832269

    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Journal Article] 2)Support Vector Machine Histogram: New Analysis and Architecture Design Method of Deep Convolutional Neural Network2017

    • Author(s)
      Satoshi Suzuki, Hayaru Shouno
    • Journal Title

      Neural Processing Letters

      Volume: 1 Issue: 3 Pages: 1-16

    • DOI

      10.1007/s11063-017-9652-0

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16K00328, KAKENHI-PUBLICLY-16H01542, KAKENHI-PLANNED-26108002
  • [Journal Article] 脳情報科学と人工知能 -ネオコグニトロンからDeep Learningへ-2017

    • Author(s)
      本武陽一,庄野逸,田村弘,岡田真人
    • Journal Title

      情報処理

      Volume: 59 Pages: 42-47

    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Journal Article] 1)Simultaneous Estimation of Nongaussian Components and Their Correlation Structure2017

    • Author(s)
      Hiroaki Sasaki, Michael U. Gutmann, Hayaru Shouno, Aapo Hyvarinen
    • Journal Title

      Neural Computation

      Volume: 29 Issue: 11 Pages: 1-38

    • DOI

      10.1162/neco_a_01006

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K00328, KAKENHI-PUBLICLY-16H01542, KAKENHI-PLANNED-26108002
  • [Journal Article] ディープラーニングの基礎とその関連技術2017

    • Author(s)
      庄野 逸
    • Journal Title

      日本医用画像工学会誌

      Volume: 35 Pages: 180-186

    • NAID

      130006108052

    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Journal Article] ディープラーニングの概要と医療分野への応用2017

    • Author(s)
      庄野 逸
    • Journal Title

      インナービジョン

      Volume: 32 Pages: 7-9

    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Journal Article] ディープラーニングの概要と医療分野への応用2017

    • Author(s)
      庄野 逸
    • Journal Title

      インナービジョン

      Volume: 32 Pages: 7-9

    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Journal Article] 1)脳情報科学が拓くAIとICT:2.脳情報科学と人工知能 -ネオコグニトロンからDeep Learningへ-2017

    • Author(s)
      本武陽一,庄野逸,田村弘,岡田真人
    • Journal Title

      情報処理

      Volume: 59 Pages: 42-47

    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Journal Article] スパースモデリングの歴史と基本技術2016

    • Author(s)
      庄野 逸
    • Journal Title

      電子情報通信学会誌

      Volume: 99(5) Pages: 376-380

    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Journal Article] スパースモデリングの歴史と基本技術2016

    • Author(s)
      庄野逸
    • Journal Title

      電子情報通信学会論文誌

      Volume: 99(5) Pages: 376-380

    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Journal Article] An application of deep learning for medical image analysis2016

    • Author(s)
      庄野 逸,鈴木 聡志,木戸 尚治
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 33 Issue: 4 Pages: 75-80

    • DOI

      10.11318/mii.33.75

    • NAID

      130006846692

    • ISSN
      0910-1543, 1880-4977
    • Language
      Japanese
    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Journal Article] 1)H. Shouno, Bayesian Restoration for Poisson Corrupted Image using a Latent Variational Method with Gaussian MRF2015

    • Author(s)
      H.Shouno
    • Journal Title

      情報処理学会誌: 数理モデル化と応用

      Volume: 8 Pages: 62-71

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Journal Article] Dark channel prior based blurred image restoration method using total variation and morphology2015

    • Author(s)
      Li, Yibing, Fu, Qiang, Ye, Fang, Hayaru Shouno
    • Journal Title

      Journal of Systems Engineering and Electronics

      Volume: 4 Issue: 2 Pages: 177-184

    • DOI

      10.1109/jsee.2015.00042

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26120515, KAKENHI-PROJECT-25330285, KAKENHI-PLANNED-26108002
  • [Journal Article] Bayesian Restoration for Poisson Corrupted Image using a Latent Variational Method with Gaussian MRF2015

    • Author(s)
      H. Shouno
    • Journal Title

      情報処理学会論文誌: 数理モデル化と応用

      Volume: 8 Pages: 62-71

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Journal Article] Distribution estimation of hyperparameters in Markov random field models2014

    • Author(s)
      Yoshinori Nakanishi-Ohno, Kenji Nagata, Hayaru Shouno, Masato Okada
    • Journal Title

      Journal of Physics A : Mathematical and Theoretical

      Volume: Vol.81 Issue: 4 Pages: 45001-45001

    • DOI

      10.1088/1751-8113/47/4/045001

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-13J04920, KAKENHI-ORGANIZER-21103001, KAKENHI-PLANNED-21103008, KAKENHI-PUBLICLY-25106506, KAKENHI-PLANNED-25120009, KAKENHI-PROJECT-25280090, KAKENHI-PROJECT-25330283, KAKENHI-PROJECT-25330285
  • [Journal Article] Dictionary-Based Image Denoising by Fused-LASSO Atom Selection2014

    • Author(s)
      A.Li, H.Shouno
    • Journal Title

      Mathematical Problems in Engineering

      Volume: 2014 Issue: 1

    • DOI

      10.1155/2014/368602

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-25330285, KAKENHI-PUBLICLY-26120515
  • [Journal Article] スパースモデリングとトポグラフィックICA2014

    • Author(s)
      庄野 逸, 佐々木博昭
    • Journal Title

      映像情報メディア学会誌

      Volume: 12 Pages: 888-891

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Journal Article] スパースモデリングとトポグラフィックICA2014

    • Author(s)
      庄野逸, 佐々木 博昭
    • Journal Title

      映像情報メディア学会誌

      Volume: 68 Pages: 888-891

    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Journal Article] Correlated Topographic Analysis : Estimating an Ordering of Correlated Components2013

    • Author(s)
      Hiroaki Sasaki, Michael U. Gutmann, Hayaru Shouno and Aapo Hyvärinen
    • Journal Title

      Machine Learning

      Volume: 92 Issue: 2-3 Pages: 285-317

    • DOI

      10.1007/s10994-013-5351-x

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-11J07556, KAKENHI-PROJECT-25330285
  • [Journal Article] 4次元MRFを利用した事前分布によるBayes断層画像再構成法2013

    • Author(s)
      山崎窓未, 庄野逸, 岡田真人
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol.96-D,No.4 Pages: 791-802

    • URL

      http://search.ieice.org/bin/summary.php?id=j96-d_4_791&category=D&year=2013&lang=J&abst

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Journal Article] Deterministic algorithm for nonlinear Markov random field model2012

    • Author(s)
      Yoshinori Ohno
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 81 Issue: 6 Pages: 54-62

    • DOI

      10.1143/jpsj.81.064006

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240020, KAKENHI-PROJECT-21500214, KAKENHI-PLANNED-21103008
  • [Journal Article] Computer-Aided Diagnosis of Computational Anatomical Model and Application of Computer-Aided Autopsy Imaging2011

    • Author(s)
      木戸 尚治,平野 靖,徐 睿,庄野 逸
    • Journal Title

      Medical Imaging Technology

      Volume: 29 Issue: 3 Pages: 138-142

    • DOI

      10.11409/mit.29.138

    • NAID

      130000886610

    • ISSN
      0288-450X, 2185-3193
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-21103008
  • [Journal Article] A Bayesian hyper-parameter inference for Radon transformed image reconstruction2011

    • Author(s)
      H. Shouno, M. Yamasaki, M. Okada
    • Journal Title

      International Journal of Biomedical Imaging

      Volume: 2011 Pages: 870252-870252

    • DOI

      10.1155/2011/870252

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20240020, KAKENHI-PROJECT-21500214, KAKENHI-PROJECT-22650041
  • [Journal Article] Bayesian Image Restoration for Medical Images using Radon Transform.2010

    • Author(s)
      H.Shouno, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 79(7) Issue: 7 Pages: 74004-74004

    • DOI

      10.1143/jpsj.79.074004

    • NAID

      40017205441

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Journal Article] Bayesian image restoration for medical images using Radon transform.2010

    • Author(s)
      H.Shouno
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 79

    • NAID

      40017205441

    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-21103008
  • [Journal Article] Bayesian image restoration for medical images using Radon transform.2010

    • Author(s)
      H.Shouno
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 79(7) Pages: 33-35

    • NAID

      40017205441

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21500213
  • [Journal Article] レジストレーション法を用いた胸水貯留を有するCT画像からの肺野領域の抽出2008

    • Author(s)
      角森昭教, 庄野逸, 木戸尚治
    • Journal Title

      日本医用画像工学会論文誌 26(5)

      Pages: 338-346

    • NAID

      10025543807

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Journal Article] 胸部CT 画像を用いたびまん性肺疾患画像解析のための2 次元と3 次元特徴解析の比較2008

    • Author(s)
      菅田良博,木戸尚治,庄野逸
    • Journal Title

      医用画像情報学会誌 25(3)

      Pages: 44-47

    • NAID

      130000097652

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Journal Article] 胸部CT画像を用いたびまん性肺疾患画像解析のための2次元と3次元特徴の解析2008

    • Author(s)
      菅田良博, 木戸尚治, 庄野逸
    • Journal Title

      医用画像情報学会電子ジャーナル 25(2)

      Pages: 44-47

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Journal Article] レジストレーション法を用いた胸水貯留を有するCT 画像からの肺野領域の抽出2008

    • Author(s)
      角森昭教,庄野逸,木戸尚治
    • Journal Title

      日本医用画像工学会論文誌 26(5)

      Pages: 338-346

    • NAID

      10025543807

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Journal Article] 肋骨の変位とばねモデルを用いた胸部CT 画像の経時的差分画像2007

    • Author(s)
      木戸尚治,庄野逸
    • Journal Title

      医用画像情報学会論文誌 24(4)

    • NAID

      130000097669

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Journal Article] ネオコグニトロンによる視覚腹側経路のモデル化2007

    • Author(s)
      吉塚武治,庄野逸,宮本弘之
    • Journal Title

      日本神経回路学会論文誌 14

      Pages: 266-272

    • NAID

      10020018963

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Journal Article] Naive Mean Field Approximation for Soulras Error Correcting Code2006

    • Author(s)
      Masami.Takata, Hayaru.Shouno, Masato Okada
    • Journal Title

      IEICE Transactions of Information .& Systems E89-D

      Pages: 2439-2447

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Journal Article] Statistical Mechanics for Neural Spike Data Analysis by use of Log-Linear Model2005

    • Author(s)
      H.Shouno
    • Journal Title

      Proceedings of 2005 Workshop on Randomness and Computation RC2005

      Pages: 58-59

    • NAID

      110001276029

    • Data Source
      KAKENHI-PROJECT-15700192
  • [Journal Article] 自己組織化マップを用いた医療データの分類に関する研究2005

    • Author(s)
      後藤芳治, 庄野逸, 木戸尚治
    • Journal Title

      信学技報 M12004-109

      Pages: 157-161

    • NAID

      110003203560

    • Data Source
      KAKENHI-PROJECT-15070208
  • [Journal Article] 対数線形モデルを用いたスパイク解析の統計力学2005

    • Author(s)
      庄野 逸
    • Journal Title

      電子情報通信学会技術研究報告書 NC2005-9

      Pages: 7-12

    • Data Source
      KAKENHI-PROJECT-15700192
  • [Journal Article] 対数線形モデルによるスパイク解析の統計力学2004

    • Author(s)
      庄野逸, 和田浩司, 岡田真人
    • Journal Title

      電子情報通信学会ニューロコンピューティング研究会予稿集 NC2004-17

      Pages: 31-37

    • NAID

      110003232620

    • Data Source
      KAKENHI-PROJECT-15700192
  • [Journal Article] Accuracy of the Bethe approximation for hyperparameter estimation in probabilistic image processing2004

    • Author(s)
      K.Tanaka, H.Shouno, M.Okada, D.M.Titterington
    • Journal Title

      J.Phys.A : Math.Gen. 37

      Pages: 8675-8695

    • Data Source
      KAKENHI-PROJECT-15700192
  • [Journal Article] Analysis of Bi-directional Associative Memory using Self-consistent Signal to Noise Analysis and Statistical Neurodyanmics2004

    • Author(s)
      H.Shouno, S.Kido, M.Okada
    • Journal Title

      J.Phys.Soc.Japan 73(9)

      Pages: 2406-2412

    • Data Source
      KAKENHI-PROJECT-15700192
  • [Journal Article] 対数線形モデルを用いたスパイク解析の統計力学2004

    • Author(s)
      庄野逸, 和田浩司, 岡田真人
    • Journal Title

      第7回情報論的学習理論ワークショップ予稿集

      Pages: 289-296

    • Data Source
      KAKENHI-PROJECT-15700192
  • [Journal Article] Statistical mechanics for neural spike data analysis using log-linear model2004

    • Author(s)
      H.Shouno, K.Wada, M.Okada
    • Journal Title

      Statistical Physics of Disordered System and its Application (掲載決定)

    • NAID

      110001276029

    • Data Source
      KAKENHI-PROJECT-15700192
  • [Journal Article] 対数線形モデルの統計力学2004

    • Author(s)
      庄野逸, 和田浩司, 岡田真人
    • Journal Title

      日本物理学会秋季大会予稿集 領域11

    • Data Source
      KAKENHI-PROJECT-15700192
  • [Journal Article] 経時的差分画像を用いた胸部単純写真における肺結節の良悪性鑑別のための自動化手法の開発2004

    • Author(s)
      小田敍弘, 木戸尚治, 庄野逸
    • Journal Title

      生体医工学 42-4

      Pages: 9-14

    • NAID

      110004014772

    • Data Source
      KAKENHI-PROJECT-15070208
  • [Patent] 情報処理装置、プログラム、及び情報処理装置の動作方法2020

    • Inventor(s)
      高杉順子 , 中村理恵 , 黒沢正治 , 庄野逸
    • Industrial Property Rights Holder
      高杉順子 , 中村理恵 , 黒沢正治 , 庄野逸
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2020-197515
    • Filing Date
      2020
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Patent] 画像処理方法、画像処理装置及びプログラム2020

    • Inventor(s)
      庄野逸 , 鈴木聡志 , 谷田隆一 , 木全英明
    • Industrial Property Rights Holder
      庄野逸 , 鈴木聡志 , 谷田隆一 , 木全英明
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2020-088398
    • Filing Date
      2020
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] Adversarial Training with Knowledge Distillation Considering Intermediate Representations in CNNs2023

    • Author(s)
      Higuchi Hikaru、Suzuki Satoshi、Shouno Hayaru
    • Organizer
      ICONIP2022
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Magnetic Domain Texture Pattern Analysis Using Wavelet-Based Joint Texture Statistics2021

    • Author(s)
      Ryo Murakami, Masaichiro Mizumaki, Ichiro Akai, Hayaru Shouno
    • Organizer
      Materials Research Meeting 21
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization2021

    • Author(s)
      Takahiro Kawashima, Hayaru Shouno, Hideitsu Hino
    • Organizer
      The 35th AAAI Conference on Artificial Intelligence (AAAI-21)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization2021

    • Author(s)
      Takahiro Kawashima, Hayaru Shouno, Hideitsu Hino
    • Organizer
      Conference on Artificial Intelligence (AAAI-21)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] Knowledge Transferred Fine-Tuning for Anti-Aliased Convolutional Neural Network in Data-Limited Situation2021

    • Author(s)
      Satoshi Suzuki, Shoichiro Takeda, Ryuichi Tanida, Hideaki Kimata, Hayaru Shouno
    • Organizer
      ICIP’21
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Measuring Shift-invariance of Convolutional Neural Network with a Probability-incorporated Metric2021

    • Author(s)
      Hikaru Higuchi, Satoshi Suzuki, Hayaru Shouno,
    • Organizer
      ICONIP’21
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Prediction of metal temperature in creep-exposed austenitic stainless steel from optical micrographs with sparse regression method2021

    • Author(s)
      Akihiro Endo, Kota Sawada, Kenji Nagata, Hideki Yoshikawa, Hayaru Shouno,
    • Organizer
      Materials Research Meeting 21
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] スパースコーディングを用いた惑星表面画像のための圧縮手法の提案2020

    • Author(s)
      上坂 佳史,庄野 逸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Portilla-Simoncelli Statisticsを用いたDCNNのテクスチャ特徴解析2020

    • Author(s)
      浜野佑介,庄野 逸
    • Organizer
      電子情報通信学会 ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] Analysis of Texture Representation in Convolution Neural Network Using Wavelet Based Joint Statistics.2020

    • Author(s)
      Yusuke Hamano, Hayaru Shouno
    • Organizer
      Intl.Conf. on Neural Information Processing (ICONIP) Lecture Notes in Computer Science, Proc. of ICONIP'20
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Analysis of Texture Representation in Convolution Neural Network Using Wavelet Based Joint Statistics.2020

    • Author(s)
      Yusuke Hamano, Hayaru Shouno
    • Organizer
      International Conference on Neural Information Processing (ICONIP20)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] 受容野の最適刺激を用いた畳込みニューラルネットワークの可視化手法2020

    • Author(s)
      小林源太,庄野 逸
    • Organizer
      電子情報通信学会 ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] 多量のスペクトルデータを利用した参照スペクトルの推定手法の開発2020

    • Author(s)
      村上 諒,庄野 逸,篠塚 寛志,永田 賢二,吉川 英樹
    • Organizer
      第81回日本応用物理学会秋季学術講演会
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] 自然勾配法によるSignアルゴリズムの収束性能改善2020

    • Author(s)
      峰尾太陽,庄野逸
    • Organizer
      電子情報通信学会 信号処理研究会
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] Bayesian Sparse Covariance Structure Analysis for Correlated Count Data2020

    • Author(s)
      Sho Ichigozaki, Takahiro Kawashima, Hayaru Shouno
    • Organizer
      Parallel and Distributed Processing Techniques and Applications
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] スパース推定を用いた潜在的な犯罪の高リスクエリアの推定と犯罪発生メカニズムの考察2020

    • Author(s)
      一期﨑 翔,川島 貴大,庄野 逸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Bayesian Sparse Covariance Structure Analysis for Correlated Count Data2020

    • Author(s)
      Sho Ichigozaki, Takahiro Kawashima, Hayaru Shouno
    • Organizer
      Parallel and Distributed Processing Techniques and Applications (PDPTA20)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] 視覚野構造に基づいたシフト不変な深層学習モデルの確立2020

    • Author(s)
      樋口陽光, 鈴木聡志, 庄野逸
    • Organizer
      第30回日本神経回路学会全国大会
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields2020

    • Author(s)
      Genta Kobayashi, Hayaru Shouno
    • Organizer
      Parallel and Distributed Processing Techniques and Applications (PDPTA20)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] Bayesian Sparse Covariance Structure Analysis for Correlated Count Data2020

    • Author(s)
      Sho Ichigozaki, Takahiro Kawashima, Hayaru Shouno
    • Organizer
      Intl. Conf on Parallel and Distributed Processing Techniques and Applications(PDPTA'20)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields2020

    • Author(s)
      Genta Kobayashi, Hayaru Shouno
    • Organizer
      Intl. Conf on Parallel and Distributed Processing Techniques and Applications(PDPTA'20)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Bayesian Dynamic Mode Decomposition with Variational Matrix Factorization2020

    • Author(s)
      Takahiro Kawashima, Hayaru Shouno, Hideitsu Hino
    • Organizer
      In Proc. 35th AAAI Conference on Artificial Intelligence (AAAI-21)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] 参照スペクトルを使った多元素XPSスペクトルの解析手法の開発2020

    • Author(s)
      村上 諒, 庄野 逸, 永田 賢二, 篠塚 寛志, 吉川 英樹
    • Organizer
      2020年日本表面真空学会学術講演会
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] 識別と再構成を行う マルチタスク ベクトル量子化 VAE2019

    • Author(s)
      小林 源太,庄野 逸
    • Organizer
      第22回情報論的学習理論ワークショップ(IBIS2019)
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Fast Bayesian Restoration of Poisson Corruputed Images with INLA2019

    • Author(s)
      Takahiro Kawashima, Hayaru Shouno
    • Organizer
      Int’l Conference on Parallel Distributed Processing Techniques and Applications(PDPTA) 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] グラフィカルモデルを用いた犯罪発生リスクエリアのスパース性を考慮した相関関係の可視化2019

    • Author(s)
      一期﨑 翔,川島 貴大,庄野 逸
    • Organizer
      第22回情報論的学習理論ワークショップ(IBIS2019)
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] B-DCGAN: Evaluation of Binarized DCGAN for FPGA2019

    • Author(s)
      Hideo Terada, Hayaru Shouno
    • Organizer
      International Conference on Neural Information Processing (ICONIP)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] テクスチャ画像識別問題に対するフーリエ変換を用いたデータ拡張の検討2019

    • Author(s)
      新田 大悟,庄野 逸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Portilla-Simoncelli staisticsを用いたDCNNのテクスチャ表現解析2019

    • Author(s)
      浜野 佑介,庄野 逸
    • Organizer
      第22回情報論的学習理論ワークショップ(IBIS2019)
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] B-DCGAN: Evaluation of Binarized DCGAN for FPGA2019

    • Author(s)
      Hideo Terada, Hayaru Shouno
    • Organizer
      International Conference on Neural Information Processing (ICONIP2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Bolassoを用いたびまん性肺疾患画像の特徴選択2019

    • Author(s)
      遠藤 瑛泰,永田 賢二,木戸 尚治,庄野 逸
    • Organizer
      情報処理学会 数理モデル化と問題解決研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Implementation of an FPGA-based energy-efficient MCMC method for 2D Lenz-Ising model2019

    • Author(s)
      Patrick Tchicali, Hayaru Shouno
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] Fast Bayesian Restoration of Poisson Corruputed Images with INLA2019

    • Author(s)
      Takahiro Kawashima, Hayaru Shouno
    • Organizer
      International Conference on Parallel Distributed Processing Techniques and Applications(PDPTA) 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] VGGモデルの視覚野的解釈における解析の検討2019

    • Author(s)
      寺元 陶冶,庄野 逸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Implementation of an FPGA-based energy-efficient MCMC method for 2D Lenz-Ising mode2019

    • Author(s)
      Patrick Tchicali, Hayaru Shouno
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] SVCCAを用いた異なるデータセットで訓練されたDCNNの類似性測定2019

    • Author(s)
      寺元 陶冶,庄野 逸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Bolasso特徴選択手法を用いたびまん性肺疾患陰影の分析2019

    • Author(s)
      遠藤 瑛泰,永田 賢二,木戸 尚治,庄野 逸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Fast Bayesian Restoration of Poisson Corruputed Images with INLA2019

    • Author(s)
      Takahiro Kawashima, Hayaru Shouno,
    • Organizer
      International Conference on Parallel Distributed Processing and its Applications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-19H04982
  • [Presentation] Analysis of Diffuse Lung Disease X-ray CT Images based on Feature Selection using Bolasso2019

    • Author(s)
      遠藤 瑛泰,永田 賢二,木戸 尚治,庄野 逸
    • Organizer
      第29回 日本神経回路学会全国大会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] B-DCGAN: Evaluation of Binarized DCGAN for FPGA2019

    • Author(s)
      Hideo Terada, Hayaru Shouno
    • Organizer
      International Conference on Neural Information Processing (ICONIP2019),
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K12154
  • [Presentation] Mosquito Larva Classification based on a Convolution Neural Network2018

    • Author(s)
      Alejandra Sanchez, Mariko Nakano, Henrik Tunnermann, Toya Teramoto, Hayaru Shouno
    • Organizer
      International Conference on Parallel Distributed Processing Techniques and Applications (PDPTA) 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] 問題への適切性を考慮した畳み込みニューラルネットワークの初期値決定手法2018

    • Author(s)
      鈴木 藍雅,庄野 逸,坂無 英徳
    • Organizer
      情報処理学会数理モデル化と問題解決研究会
    • Data Source
      KAKENHI-PROJECT-18H04106
  • [Presentation] Mosquito Larva Classification based on a Convolution Neural Network2018

    • Author(s)
      2)Alejandra Sanchez, Mariko Nakano, Henrik Tunnermann, Toya Teramoto, Hayaru Shouno
    • Organizer
      PDPTA2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] 辞書学習を用いたPET画像再構成2018

    • Author(s)
      奥村 直裕,庄野 逸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] Generative Model of Textures using Hierarchical Probabilistic Principal Components2017

    • Author(s)
      Aiga Suzuki, Hayaru Shouno
    • Organizer
      International Conference on Parallel Distributed Processing Techniques and Applications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] Applying Transfer Method for Deep Learning from Application Viewpoint2017

    • Author(s)
      H. Shouno
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA 2017)
    • Place of Presentation
      てんぶす会館(沖縄県)
    • Year and Date
      2017-01-19
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Comparison of Feature Selection Method for Diffuse Lung Disease2017

    • Author(s)
      S. Ono, M. Koiwai, H. Shouno, S. Kido
    • Organizer
      International Conference on Parallel Distributed Processing Techniques and Applications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] A study on Visual Interpretation of Network in Network2017

    • Author(s)
      Satoshi Suzuki, Hayaru Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Presentation] 2-staged transfer learning method with Deep Convolutional Neural Network for Diffuse Lung Disease2017

    • Author(s)
      A. Suzuki, S. Suzuki, S. Kido, H. Shouno
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA 2017)
    • Place of Presentation
      てんぶす会館(沖縄県)
    • Year and Date
      2017-01-19
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] A study on Visual Interpretation of Network in Network2017

    • Author(s)
      Satoshi Suzuki, Hayaru Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] Medical Texture Image Classification using Deep Convolution Neural Network with Transfer Style learning2017

    • Author(s)
      庄野 逸
    • Organizer
      第27回日本神経回路学会シンポジウム「スパースモデリングの深化と高次元データ駆動科学の創成」
    • Invited
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] A study on visual interpretation of network in network2017

    • Author(s)
      S. Suzuki, H. Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Generative Model of Textures using Hierarchical Probabilistic Principal Components2017

    • Author(s)
      Aiga Suzuki, Hayaru Shouno
    • Organizer
      Parallel Distributed Processing Techniques and Applications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Presentation] Generative Model of Textures using Hierarchical Probabilistic Principal Components2017

    • Author(s)
      A. Suzuki, H. Shouno,
    • Organizer
      International Conference on Parallel Distributed Processing Techniques and Applications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] 医用画像識別におけるスパース特徴選択手法について2017

    • Author(s)
      庄野 逸
    • Organizer
      電子情報通信学会ソサエティ大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] Comparison of Feature Selection Method for Diffuse Lung Disease2017

    • Author(s)
      Satoshi Ono, Makoto Koiwai, Hayaru Shouno, Shoji Kido
    • Organizer
      Parallel Distributed Processing Techniques and Applications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Presentation] Comparison of Feature Selection Method for Diffuse Lung Disease2017

    • Author(s)
      Satoshi Ono, Makoto Koiwai, Hayaru Shouno, Shoji Kido
    • Organizer
      International Conference on Parallel Distributed Processing Techniques and Applications
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] Group Dropout Inspired by Ensemble Learning2016

    • Author(s)
      K. Hara, D. Saitot, T. Kondou, S.Suzuki, H.Shouno
    • Organizer
      The 23rd International Conference on Neural Information Processing (ICONIP 2016)
    • Place of Presentation
      京都大学 百周年時計台記念館(京都府)
    • Year and Date
      2016-10-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Feature Selection for Diffuse Lung Disease using Exchange Markov Chain Monte-Carlo Method2016

    • Author(s)
      Makoto Koiwai, Nodoka Iida, Hayaru Shouno, Shoji Kido
    • Organizer
      PDPTA2016
    • Place of Presentation
      Las Vegas (USA)
    • Year and Date
      2016-07-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] Analysis of Dropout Learning Regarded as Ensemble Learning2016

    • Author(s)
      K. Hara, D. Saitoh, H. Shouno
    • Organizer
      The International Conference on Artificial Neural Networks(ICANN 2016)
    • Place of Presentation
      BarcelonaTech Universitat Politecnica de Catalunya (スペイン)
    • Year and Date
      2016-09-06
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] An Architecture Design Method of Deep Convolutional Neural Network2016

    • Author(s)
      S. Suzuki, H. Shouno
    • Organizer
      The 23rd International Conference on Neural Information Processing (ICONIP 2016)
    • Place of Presentation
      京都大学 百周年時計台記念館(京都府)
    • Year and Date
      2016-10-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Feature Selection for Diffuse Lung Disease using Exchange Markov Chain Monte-Carlo Method2016

    • Author(s)
      Makoto Koiwai, Nodoka Iida, Hayaru Shouno, Shoji Kido
    • Organizer
      PDPTA2016
    • Place of Presentation
      Las Vegas (USA)
    • Year and Date
      2016-07-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Presentation] rchitecture Design of Deep Convolutional Neural Network for Diffuse Lung Disease Using Representation Separation Information2016

    • Author(s)
      Satoshi Suzuki, Nodoka Iida, Hayaru Shouno, Shoji Kido
    • Organizer
      PDPTA2016
    • Place of Presentation
      Las Vegas (USA)
    • Year and Date
      2016-07-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Presentation] Feature Selection for Diffuse Lung Disease using Exchange Markov Chain Monte-Carlo Method2016

    • Author(s)
      M. Koiwai, N. Iida, H. Shouno, S. Kido
    • Organizer
      The 22nd International Conference on Parallel and Distributed Processing Techniques and Applications(PDPTA'16)
    • Place of Presentation
      Las Vegas(アメリカ)
    • Year and Date
      2016-07-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Group Dropout Inspired by Ensemble Learning.2016

    • Author(s)
      Kazuyuki Hara, Daisuke Saitoh, Takumi Kondou, Satoshi Suzuki, Hayaru Shouno
    • Organizer
      ICONIP 2016
    • Place of Presentation
      京都大学(京都)
    • Year and Date
      2016-10-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Presentation] Architecture Design of Deep Convolutional Neural Network for Diffuse Lung Disease Using Representation Separation Information2016

    • Author(s)
      Satoshi Suzuki, Nodoka Iida, Hayaru Shouno, Shoji Kido
    • Organizer
      PDPTA2016
    • Place of Presentation
      Las Vegas (USA)
    • Year and Date
      2016-07-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K00328
  • [Presentation] Architecture Design of Deep Convolutional Neural Network for Diffuse Lung Disease Using Representation Separation Information2016

    • Author(s)
      S. Suzuki, N. Iida, H. Shouno, S. Kido
    • Organizer
      The 22nd International Conference on Parallel and Distributed Processing Techniques and Applications(PDPTA'16)
    • Place of Presentation
      Las Vegas(アメリカ)
    • Year and Date
      2016-07-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Analysis of Dropout Learning Regarded as Ensemble Learning2016

    • Author(s)
      Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno
    • Organizer
      ICANN 2016
    • Place of Presentation
      Barcelona (Spain)
    • Year and Date
      2016-09-06
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Presentation] Group Dropout Inspired by Ensemble Learning2016

    • Author(s)
      Satoshi Suzuki, Hayaru Shouno
    • Organizer
      ICONIP 2016
    • Place of Presentation
      京都大学(京都)
    • Year and Date
      2016-10-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-16H01542
  • [Presentation] Novel texture classification with Deep Convolution Neural Network-Evaluation with Lung CT Images-2015

    • Author(s)
      Hayaru Shouno
    • Organizer
      International Symposium on Object Vision in Human, Monkey, and Machine
    • Place of Presentation
      東京都,調布市,電気通信大学
    • Year and Date
      2015-11-07
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Diffuse Lung Disease Pattern Recognition with Deep Convolutional Neural Network2015

    • Author(s)
      Hayaru Shouno, Satoshi Suzuki, Shoji Kido
    • Organizer
      Asia Pacific Conference on Vision
    • Place of Presentation
      Monte Carlo Resort, LasVegas, NV. USA
    • Year and Date
      2015-07-11
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Semi- supervised Based Learning for Idiopathic Interstitial Pneumonia on HRCT Images2015

    • Author(s)
      Hayaru Shouno, Shoji Kido
    • Organizer
      International Conference on Parallel Distribute Processing Technique and Application
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-27
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Presentation] A Transfer Learning Method with Deep Convolutional Neural Network for Diffuse Lung Disease Classification2015

    • Author(s)
      H. Shouno, S. Suzuki, S. Kido
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Renaissance Polat Istanbul Hotel, Istanbul, Turkey
    • Year and Date
      2015-11-10
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Quantitative Evaluation of Reconstructed Image with Filtered Back Projection Bayes Method2015

    • Author(s)
      Nodoka Iida, Hayaru Shouno, Muneyuki Sakata, Yuichi Kimura
    • Organizer
      Intl.Conf on Parallel Distributed Processing and Applications 2015
    • Place of Presentation
      Monte Carlo Resort, LasVegas, NV. USA
    • Year and Date
      2015-07-27
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Analysis of function of rectified linear unit used in deep learning2015

    • Author(s)
      Kazuyuki Hara, Daisuke Saito, Hayaru Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Killarney, Ireland
    • Year and Date
      2015-07-12
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] Analysis of function of rectified linear unit used in deep learning2015

    • Author(s)
      Kazuyuki Hara, Daisuke Saito, Hayaru Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Killarney, Ireland
    • Year and Date
      2015-07-12
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Presentation] Diffuse Lung Disease Pattern Recognition with Deep Convolutional Neural Network2015

    • Author(s)
      Hayaru Shouno, Satoshi Suzuki, Shoji Kido
    • Organizer
      Asia Pacific Conference on Vision(
    • Place of Presentation
      Singapore
    • Year and Date
      2015-07-09
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Presentation] Deep convolutional network neocognitron: Improved Interpolating-Vector2015

    • Author(s)
      Kunihiko Fukushima, Hayaru Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Killarney, Ireland
    • Year and Date
      2015-07-12
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] A Transfer Learning Method with Deep Convolutional Neural Network for Diffuse Lung Disease Classification2015

    • Author(s)
      Hayaru Shouno, Satoshi Suzuki, Shoji Kido
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      2015-11-09
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] Diffuse Lung Disease Pattern Recognition with Deep Convolutional Neural Network2015

    • Author(s)
      Hayaru Shouno, Satoshi Suzuki, Shoji Kido
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      2015-11-09
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Presentation] Novel texture classification with Deep Convolution Neural Network-Evaluation with Lung CT Images-2015

    • Author(s)
      Hayaru Shouno
    • Organizer
      International Symposium on Object Vision in Human, Monkey, and Machine
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2015-11-07
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] Novel texture classification with Deep Convolution Neural Network- Evaluation with Lung CT Images-2015

    • Author(s)
      Hayaru Shouno
    • Organizer
      International Symposiumon Object Vision in Human, Monkey, and Machine
    • Place of Presentation
      Chofu, Tokyo
    • Year and Date
      2015-11-07
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Presentation] Deep convolutional network neocognitron: Improved Interpolating-Vector2015

    • Author(s)
      K. Fukushima, H. Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Killarney Convention Center, Killarney, Ireland
    • Year and Date
      2015-07-13
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Deep convolutional network neocognitron: Improved Interpolating-Vector2015

    • Author(s)
      Kunihiko Fukushima, Hayaru Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Killarney, Ireland
    • Year and Date
      2015-07-12
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Presentation] Diffuse Lung Disease Pattern Recognition with Deep Convolutional Neural Network2015

    • Author(s)
      Hayaru Shouno, Satoshi Suzuki, Shoji Kido
    • Organizer
      Asia Pacific Conference on Vision
    • Place of Presentation
      Singapole
    • Year and Date
      2015-07-09
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] Semi-supervised Based Learning for Idiopathic Interstitial Pneumonia on HRCT Images2015

    • Author(s)
      Hayaru Shouno, Shoji Kido
    • Organizer
      Intl.Conf on Parallel Distributed Processing and Applications 2015
    • Place of Presentation
      Monte Carlo Resort, LasVegas, NV. USA
    • Year and Date
      2015-07-27
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Quantitative Evaluation of Reconstructed Image with Filtered Back Projection Bayes Method2015

    • Author(s)
      Nodoka Iida, Hayaru Shouno, Muneyuki Sakata, Yuichi Kimura
    • Organizer
      International Conference on Parallel Distribute Processing Technique and Application
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-27
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] Analysis of function of rectified linear unit used in deep learning2015

    • Author(s)
      K. Hara, D. Saito, H. Shouno
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Killarney Convention Center, Killarney, Ireland
    • Year and Date
      2015-07-14
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-26108002
  • [Presentation] Semi-supervised Based Learning for Idiopathic Interstitial Pneumonia on HRCT Images2015

    • Author(s)
      Hayaru Shouno, Shoji Kido
    • Organizer
      International Conference on Parallel Distribute Processing Technique and Application
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-27
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] Poisson observed image restoration using a latent variational approximation with Gaussian MRF2013

    • Author(s)
      H. Shouno, M.Okada
    • Organizer
      Intl. Conf. Parallel Distributed Processing and Technical Applications
    • Place of Presentation
      Las Vegas, NV, USA
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] Poisson observed image restoration using a latent variational approximation with Gaussian MRF2013

    • Author(s)
      Hayaru Shouno
    • Organizer
      The 2013 International Conference on Parallel and Distributed Processing Techniques and Applications
    • Place of Presentation
      The New Tropicana Hotel , Las Vegas, Nevada, USA
    • Data Source
      KAKENHI-PLANNED-21103008
  • [Presentation] An idiopathic interstitial pneumonia classification for CT image by use of a semi-supervised learning2012

    • Author(s)
      M.Wada, H. Shouno, S. Kido
    • Organizer
      Proceedings of International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      Daejong, Korea
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Poissonノイズ画像に対する局所変分法を用いた画像修復2012

    • Author(s)
      庄野逸, 瀧山健, 岡田真人
    • Organizer
      日本物理学会春季大会
    • Place of Presentation
      関西学院大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Topographic Analysis of Correlated Components2012

    • Author(s)
      H. Sasaki, M.U. Gutmann, H.Shouno, A.Hyvarinen
    • Organizer
      in Asian Conference on Machine Learning (ACML)
    • Place of Presentation
      Singapole
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] ベイズアプローチに基づいた断層画像における画像修復2011

    • Author(s)
      植木淳太, 庄野逸
    • Organizer
      電子情報通信学会ニーロコンピューティング研究会
    • Place of Presentation
      玉川大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Classification of Idiopathic Interstitial Pneumonia CT Images using Convolutional-net with Sparse Feature Extractors.2011

    • Author(s)
      T. Inagaki, H. Shouno, S. Kido
    • Organizer
      In Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications 2011 (PDPTA'11), Vol.2 pp.699-705
    • Place of Presentation
      Las Vegas, USA
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Classification of Idiopathic Interstitial Pneumonia CT Images using Convolutional-net with Sparse Feature Extractors2011

    • Author(s)
      Taiju Inagaki, Hayaru Shouno, Shoji Kido
    • Organizer
      Proc. Intl. Conf. Parallel and Distributed Processing Techniques and Applications
    • Place of Presentation
      Las Vegas
    • Year and Date
      2011-07-16
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 非線形マルコフ確率場モデルのハイパーパラメータ推定における決定的アルゴリズム2011

    • Author(s)
      大野義典, 永田賢二, 庄野逸, 岡田真人
    • Organizer
      電子情報通信学会ニーロコンピューティング研究会
    • Place of Presentation
      東北大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 局所変分法を用いたPoisson過程観測下における画像修復2011

    • Author(s)
      庄野逸, 瀧山健, 岡田真人
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      東北大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 局所変分法を用いたTotal Variationの近似とノイズ除去2011

    • Author(s)
      庄野逸, 岡田真人
    • Organizer
      電子情報通信学会IBISML研究会
    • Place of Presentation
      奈良女子大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] SIFTアルゴリズムを導入したコンポリューションネットモデルの識別能力に対する検討2011

    • Author(s)
      新垣泰仁, 庄野逸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      東京,日本
    • Year and Date
      2011-03-09
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Topographic Representations for LinearlyCorrelated Components2011

    • Author(s)
      H. Sasaki, A. Hyvarinen, M. Gutmann, H.Shouno
    • Organizer
      NIPS 2011 workshop
    • Place of Presentation
      Granada, Spain
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 3次元MRFを用いたBayes断層画像再構成法2011

    • Author(s)
      川人翔平, 山崎窓未, 庄野逸, 岡田真人
    • Organizer
      電子情報通信学会IE2011-17
    • Place of Presentation
      名古屋大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Bayes推定を用いたRadon変換画像の再構成2010

    • Author(s)
      庄野逸, 岡田真人
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      沖縄
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Radon変換画像におけるハイパーパラメータ推定2010

    • Author(s)
      H. Shouno, M.Okada. A Hyper-parameter ,庄野逸, 岡田真人
    • Organizer
      第13回画像の認識・理解シンポジウム
    • Place of Presentation
      釧路
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] A Hyper-parameter Inference for Radon Transformed Image Reconstruction using Bayesian Inference2010

    • Author(s)
      H.Shouno
    • Organizer
      Proceedings of Machine Learning in Medical Imaging
    • Place of Presentation
      Beijing, China
    • Year and Date
      2010-09-20
    • Data Source
      KAKENHI-PROJECT-21500213
  • [Presentation] AHyper-parameter lnference for Radon Transformed lmage Reconstruction using Bayeaian Inference2010

    • Author(s)
      Shouno.H., Okada, M
    • Organizer
      Proc.Of Machine Learning in Medical Imaging 2010
    • Place of Presentation
      北京,中国.
    • Year and Date
      2010-09-20
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Classification of Idiopathic Interstitial Pneumonia on High-resolution CT Images using Counter Propagation Network.2010

    • Author(s)
      Y. Tanaka, H. Shouno, S. Kido
    • Organizer
      In Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications 2010(PDPTA'10)
    • Place of Presentation
      Las Vegas, USA
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Classification of Idiopathic Interstittial Pneumonia on High-Resolution CT Images using Counter-Propagation Network2010

    • Author(s)
      Tanaka, Y., Shouno, H., Kido, S
    • Organizer
      Proc., of the Intl Conf.on Parallel and Distributed Processing Techniques and Applications 2010
    • Place of Presentation
      LasVegas,NV.,USA.
    • Year and Date
      2010-07-12
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] A Hyper-parameter Inference for Radon Transformed Image Reconstruction using Bayesian Inference.2010

    • Author(s)
      H.Shouno
    • Organizer
      Machine Learning in Medical Imaging 2010 (MLMI'10)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2010-09-20
    • Data Source
      KAKENHI-PLANNED-21103008
  • [Presentation] Bayes推定を用いたRadon変換画像の再構成2010

    • Author(s)
      庄野逸, 岡田真人
    • Organizer
      電子情報通信学会 医用画像研究会
    • Place of Presentation
      テンブス那覇
    • Year and Date
      2010-01-28
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Inference for Radon Transformed Image Reconstruction using Bayesian Inference2010

    • Author(s)
      M. Yamasaki, H.Shouno, M.Okada
    • Organizer
      In Proceedings of Machine Learning in Medical Imaging2010(MLMI'10)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2010-09-20
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] ベイズアプローチに基づいた断層画像の再構成2009

    • Author(s)
      山本翔, 庄野逸
    • Organizer
      情報処理学会 数理モデル化と問題解決(MPS)研究会
    • Place of Presentation
      電気通信大学
    • Year and Date
      2009-12-18
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Classification of patterns for diffuses lung disease in thoracic CT images by AdaBoost algorithm2009

    • Author(s)
      Masayuki Kuwahara, Shoji Kido,and Hayaru Shouno
    • Organizer
      International Society for Photo-optical Instrumentation Engineers (SPIE). Medical Imaging 2009: Computer-Aided Diagnosis, Vol.7260, 726037
    • Place of Presentation
      San Diego, U.S.A.
    • Year and Date
      2009-02-10
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Presentation] Radon変換を介した医用画像再構成における画像修復2009

    • Author(s)
      庄野逸
    • Organizer
      第12回情報論的学習理論ワークショップ(IBIS2009)
    • Place of Presentation
      福岡県福岡市九州大学医学部百年講堂
    • Year and Date
      2009-10-09
    • Data Source
      KAKENHI-PLANNED-21103008
  • [Presentation] Radon変換を介した医用画像再構成における画像修復2009

    • Author(s)
      庄野逸, 岡田真人
    • Organizer
      第12回情報論的学習理論ワークショップ(IBIS2009)
    • Place of Presentation
      九州大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 幼児の行動認識のためのTree Augmented Naive Bayes Modelとベイジアンネットを組み合わせたベイズ推定の精度比較2009

    • Author(s)
      石川詔三, 本村陽一, 西田佳史, 庄野逸
    • Organizer
      情報処理学会 数理モデル化と問題解決(MPS)研究会
    • Place of Presentation
      電気通信大学
    • Year and Date
      2009-12-18
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] スパースコーディングを用いた医療画像の特徴抽出2009

    • Author(s)
      稲垣大樹, 庄野逸
    • Organizer
      情報処理学会 数理モデル化と問題解決(MPS)研究会
    • Place of Presentation
      電気通信大学
    • Year and Date
      2009-12-18
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] Classification of patterns for diffuse lung disease in thoracic CT images by AdaBoost algorithm2009

    • Author(s)
      M. Kuwahara, S. Kido, and H. Shouno
    • Organizer
      Medical Imaging 2009 : Computer-Aided Diagnosis
    • Place of Presentation
      Lake Buena Vista, Fl.,USA
    • Year and Date
      2009-02-10
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Presentation] ベイズアプローチに基づいた断層画像の再構成2009

    • Author(s)
      山本翔, 庄野逸
    • Organizer
      情報処理学会数理モデル化と問題解決研究会
    • Place of Presentation
      電気通信大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 医療画像再構成問題における画像修復2009

    • Author(s)
      庄野逸, 岡田真人
    • Organizer
      科研費特定領域研究「情報統計力学の深化と展開」発表会「情報統計力学の広がり:量子・画像・そして展開」
    • Place of Presentation
      北海道大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 医用画像再構成におけるハイパーパラメータ推定2009

    • Author(s)
      庄野逸, 岡田真人
    • Organizer
      日本神経回路学会全国大会講演論文集
    • Place of Presentation
      東北大学
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 医用画像再構成におけるハイパーパラメータ推定2009

    • Author(s)
      庄野逸, 岡田真人
    • Organizer
      日本神経回路学会 全国大会
    • Place of Presentation
      東北大学
    • Year and Date
      2009-09-24
    • Data Source
      KAKENHI-PROJECT-21500214
  • [Presentation] 医用画像再構成におけるハイパーパラメータ推定2009

    • Author(s)
      庄野逸
    • Organizer
      日本神経回路学会 第19回全国大会
    • Place of Presentation
      宮城県仙台市東北大学片平キャンパス
    • Year and Date
      2009-09-24
    • Data Source
      KAKENHI-PLANNED-21103008
  • [Presentation] Recent Studies around the Neocognitron2007

    • Author(s)
      Hayaru Shouno
    • Organizer
      International Conference on Neural Information Processing (ICONIP) 2007
    • Place of Presentation
      Kita-Kyushu, Japan
    • Year and Date
      2007-11-15
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Presentation] Analysis of Idiopathic Interstitial Pneumonia by Self-Organization Map on High-Resolution CT Images2007

    • Author(s)
      Yoshiharu.Goto, Hayaru Shouno, Shoji Kido
    • Organizer
      International Conference on Parallel Distribution Processing Techniques and Applications (PDPTA)'07
    • Place of Presentation
      Las Vegas, U.S.A.
    • Year and Date
      2007-06-25
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Presentation] Recent Studies around the Neocognitron2007

    • Author(s)
      H.Shouno
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Kitakyushu
    • Year and Date
      2007-11-15
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Presentation] Discrimination of Lung Sounds using a Statistics of Waveform Intervals2006

    • Author(s)
      Takeshi Orihashi, Hayaru Shouno, Shoji Kido
    • Organizer
      International Conference on Parallel Distribution Techniques and Applications(PDPTA)'06
    • Place of Presentation
      Las Vegas, U.S.A.
    • Year and Date
      2006-06-26
    • Data Source
      KAKENHI-PROJECT-18700223
  • [Presentation] Deep Convolutional Neural Networkを用いたびまん性肺疾患画像の解析

    • Author(s)
      鈴木聡志,庄野逸,木戸尚治
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      玉川大学
    • Year and Date
      2015-03-16 – 2015-03-17
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Presentation] Acceleration of Poisson Corrupted Image Restoration with Loopy Belief Propagation

    • Author(s)
      H.Shouno
    • Organizer
      Parallel and Distributed Processing Techniques and Applications (PDPTA14)
    • Place of Presentation
      LasVegas, NV, USA
    • Year and Date
      2014-07-21 – 2014-07-25
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] K-SVD と空間プーリングを用いたパターン認識器

    • Author(s)
      杉田 寛樹, 佐々木博明, 庄野逸
    • Organizer
      第17回情報論的学習理論ワークショップ
    • Place of Presentation
      名古屋大学
    • Year and Date
      2014-11-16 – 2014-11-19
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • [Presentation] Estimating Dependency Structures for non-Gaussian Components with Linear and Energy Correlations.

    • Author(s)
      H.Sasaki, M.U.Gutmann, H.Shouno, A.Hyvarinen
    • Organizer
      Artificial Intelligence and Statics (AISTATS)14
    • Place of Presentation
      Reyjavik, Iceland
    • Year and Date
      2014-04-21 – 2014-04-26
    • Data Source
      KAKENHI-PROJECT-25330285
  • [Presentation] Estimating Dependency Structures for non-Gaussian Components with Linear and Energy Correlations

    • Author(s)
      H. Sasaki, M. U. Gutmann, H. Shouno, A. Hyvärinen
    • Organizer
      Artificial Intelligence and Statistics
    • Place of Presentation
      Reykjavik, Iceland
    • Year and Date
      2014-04-21 – 2014-04-27
    • Data Source
      KAKENHI-PUBLICLY-26120515
  • 1.  KIDO Shoji (90314814)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 2 results
  • 2.  MATSUNAGA Naofumi (40157334)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 3.  FUKUSHIMA Kunihiko (90218909)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 4.  OKADA Masato (90233345)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 1 results
  • 5.  MATSUMOTO Tsuneo (70116755)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 6.  KIMURA Hirohiko (10242596)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  OKADA Munemasa (70380003)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  TANAKA Nobuyuki (90294636)
    # of Collaborated Projects: 1 results
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  • 9.  HIRANO Yasushi (90324459)
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  • 11.  TAKAHASHI Haruhisa (90135418)
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  • 12.  HOTTA Kazuhiro (40345426)
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  • 13.  Shimizu Akinobu (80262880)
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  • 15.  管 一能 (90171115)
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  • 16.  縄野 繁 (40156005)
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  • 17.  小林 直樹 (40523634)
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  • 19.  坂田 宗之 (00403329)
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  • 20.  永田 賢二 (10556062)
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  • 21.  楽 詠コウ (30612923)
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  • 22.  SAITO atsushi
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  • 23.  LINGURARU George, Marius
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  • 24.  SHINODA kazuma
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  • 26.  ISHIKAWA masahiro
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  • 27.  RAMESWER Debnathd
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