Hidaka Akinori 日高章理

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HIDAKA Akinori 日高章理

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Researcher Number	70553519
Other IDs
Affiliation (Current)	2025: 東京電機大学, 理工学部, 准教授
Affiliation (based on the past Project Information) *help	2017 – 2023: 東京電機大学, 理工学部, 准教授 2009 – 2016: Tokyo Denki University, 理工学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 61040:Soft computing-related / Perceptual information processing / Intelligent informatics Except Principal Investigator Basic Section 61040:Soft computing-related / Basic Section 61050:Intelligent robotics-related / Perceptual information processing / Perception information processing/Intelligent robotics
Keywords	Principal Investigator 深層学習 / 畳み込みニューラルネットワーク / 人工知能 / 画像認識 / 機械学習 / 物体検出 / 視覚的注意 / Attention module / 深層注意機構 / U-net … More / Pix2pix / バイオイメージング / ノイズ除去 / 鮮明化 / 顕微鏡画像 / 情報工学 / ニューラルネットワーク / 注意・注視 / 顕著性マップ / 選択的注意 / 知能機械 / クラスタリング / パターン認識 … More Except Principal Investigator 深層学習 / 機械学習 / 画像認識 / パターン認識 / 不変特徴抽出 / 事前知識 / 手術手順モデル / 外科手術工程 / 状態遷移認識 / 深層ニューラルネットワーク学習 / 術者動作動画 / 術者動作特徴 / 手術視覚特徴 / 模擬胆嚢摘出術 / 手術支援ロボット / 手術支援 / 器械出し看護師ロボット / 模擬的腹腔鏡下胆嚢摘出術 / 術野内視鏡動画 / 執刀医動作特徴 / 深層ニューラルネットワーク / 外科手術工程リアルタイム認識 / 画像，文章，音声等認識 / 人工知能 / サポートベクターマシン / 特徴抽出 / 判別分析 / カーネル学習 / 事後確率 / 判別カーネル Less

高難度データ認識と高精細データ生成のための「注意深い」深層学習モデルの開発Principal Investigator
- Principal Investigator
  
  日高章理
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Tokyo Denki University
Training of deep learning models by introducing prior knowledge
- Principal Investigator
  
  Kurita Takio
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Hiroshima University
Basic Study on Real-time Recognition of Surgical Procedures by Surgery-assisting Robot Using Deep Learning
- Principal Investigator
  
  Miyawaki Fujio
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61050:Intelligent robotics-related
- Research Institution
  Tokyo Denki University
緩和型教師付き学習によるディープバイオイメージングPrincipal Investigator
- Principal Investigator
  
  日高章理
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Research Institution
  Tokyo Denki University
A study on acquisition of intermediate representations using context and top-down information for image recognition
- Principal Investigator
  
  Kurita Takio
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Perceptual information processing
- Research Institution
  Hiroshima University
Study of dynamic attentional selection mechanisms in deep neural networksPrincipal Investigator
- Principal Investigator
  
  HIDAKA Akinori
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Perceptual information processing
- Research Institution
  Tokyo Denki University
A study on classifier design by integration of the probabilistic evidences and it applications to image recognitions
- Principal Investigator
  
  Kurita Takio
- Project Period (FY)
  2011 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Perception information processing/Intelligent robotics
- Research Institution
  Hiroshima University
Finding of Object Class in Visual Object RecognitionPrincipal Investigator
- Principal Investigator
  
  HIDAKA Akinori
- Project Period (FY)
  2008 – 2010
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Intelligent informatics
- Research Institution
  Tokyo Denki University

All 2022 2021 2020 2019 2018 2017 2016 2015 2013 2012 2011 Other

All Journal Article Presentation Book

[Book] 統計的パターン認識と判別分析2019
- Author(s)
  栗田多喜夫，日高章理
- Total Pages
  236
- Publisher
  コロナ社
- ISBN
  9784339028317
- Data Source
  KAKENHI-PROJECT-16K00239
[Journal Article] Analysis based on neural representation of natural object surfaces to elucidate the mechanisms of a trained AlexNet model2022
- Author(s)
  Wagatsuma Nobuhiko、Hidaka Akinori、Tamura Hiroshi
- Journal Title
  
  Frontiers in Computational Neuroscience
  
  Volume: 16 Pages: 1-17
- DOI
  10.3389/fncom.2022.979258
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12737, KAKENHI-PROJECT-17K07056, KAKENHI-PROJECT-22K12184
[Journal Article] Improving Accuracy and Real-Time Performance of Recognition Methods for Surgical Procedure Recognition2022
- Author(s)
  Nozomu Suzuki, Fujio Miyawaki and Akinori Hidaka
- Journal Title
  
  Proceedings of the 28th International Workshop on Frontiers of Computer Vision (IW-FCV2022)
  
  Volume: ー Pages: 572-586
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11493
[Journal Article] Convolutional Neural Network based on Temporal Pose Features for Surgical Procedure Recognition2021
- Author(s)
  Shota Kishi, Nozomu Suzuki, Shota Tsuyuki, Takio Kurita, Fujio Miyawaki, Akinori Hidaka
- Journal Title
  
  Proceedings of the 52nd ISCIE International Symposium on Stochastic Systems Theory and Its Applications
  
  Volume: - Pages: 60-64
- NAID
  130008150678
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11493
[Journal Article] Detecting Nanosheet Objects from Noisy CLSM Images Using Deep Learning Approach2019
- Author(s)
  Fujioka Hiroyuki、Sawangphol Jarupat、Anraku Shinya、Miyamoto Nobuyoshi、Kino Hitoshi、Hidaka Akinori
- Journal Title
  
  Key Engineering Materials
  
  Volume: 804 Pages: 11-15
- DOI
  10.4028/www.scientific.net/kem.804.11
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H04745, KAKENHI-PROJECT-18K19135
[Journal Article] Data Visualization for Deep Neural Networks Based on Interlayer Canonical Correlation Analysis2018
- Author(s)
  Akinori Hidaka, Takio Kurita
- Journal Title
  
  Transactions of the Institute of Systems, Control and Information Engineers
  
  Volume: 31 Issue: 1 Pages: 10-20
- DOI
  10.5687/iscie.31.10
- NAID
  130006707945
- ISSN
  1342-5668, 2185-811X
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K16090
[Journal Article] Data Visualization for Deep Neural Networks Based on Interlayer Canonical Correlation Analysis2018
- Author(s)
  Akinori Hidaka and Takio Kurita
- Journal Title
  
  Trans. of the Institute of Systems, Control and Information Engineers
  
  Volume: 31 Pages: 10-20
- NAID
  130006707945
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00239
[Journal Article] Randomized and Dimension Reduced Radial Basis Features for Support Vector Machine2016
- Author(s)
  Akinori Hidaka and Takio Kurita
- Journal Title
  
  Trans. of the Institute of Systems, Control and Information Engineers
  
  Volume: 29 Pages: 1-8
- NAID
  130005145542
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-23500211
[Journal Article] Automatic Analysis of Composite Physical Signals using Non-negative Factorization and Information Criterion2012
- Author(s)
  Kenji Watanabe, Akinori Hidaka, Nobuyuki Otsu, and Takio Kurita
- Journal Title
  
  PLoS ONE
  
  Volume: Vol.7, No.3 Issue: 3 Pages: e32352-e32352
- DOI
  10.1371/journal.pone.0032352
- NAID
  120005300493
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500211
[Presentation] Attention-YOLOX: Improvement in On-road Object Detection by Introducing Attention Mechanisms to YOLOX2022
- Author(s)
  Yuning Shi and Akinori Hidaka
- Organizer
  2022 International Workshop on Signal Processing and Machine Learning (WSPML 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12184
[Presentation] 深層学習による外科手術中の出血点発見に関する基礎的研究2021
- Author(s)
  1)石黑達也，日高章理，宮脇富士夫
- Organizer
  第30回ライフサポート学会フロンティア講演会
- Data Source
  KAKENHI-PROJECT-18K11493
[Presentation] 深層学習による外科手術の状況認識に関する基礎的検討2020
- Author(s)
  宮崎峻伎，日高章理，宮脇富士夫
- Organizer
  第29回ライフサポート学会フロンティア講演会
- Data Source
  KAKENHI-PROJECT-18K11493
[Presentation] Convolutional Neural Network based on Temporal Pose Features for Surgical Procedure Recognition2020
- Author(s)
  Shota Kishi, Nozomu Suzuki, Shota Tsuyuki, Takio Kurita, Fujio Miyawaki, Akinori Hidaka
- Organizer
  The 52nd ISCIE International Symposium on Stochastic Systems Theory and Its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11493
[Presentation] サル視覚皮質と深層畳み込みニューラルネットワークから獲得する saliency map モデルの画像情報表現2019
- Author(s)
  我妻伸彦、日高章理、田村弘
- Organizer
  日本視覚学会2019年冬季大会
- Data Source
  KAKENHI-PROJECT-16K16090
[Presentation] The correspondence between monkey visual areas and DCNN saliency map model for representations of natural images2019
- Author(s)
  Nobuhiko Wagatsuma, Akinori Hidaka, Hiroshi Tamura
- Organizer
  The 15th Asia-Pacific Conference on Vision
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16090
[Presentation] 深層学習による動作認識手法を用いた手術状況理解技術の開発2019
- Author(s)
  榎莉奈，齋藤啓太，堀部祐介，宮脇富士夫，日高章理
- Organizer
  第51回測自動制御学会北海道支部学術講演会
- Data Source
  KAKENHI-PROJECT-18K11493
[Presentation] 器械出しの自動化のためのCNN を用いた手術状況の識別2019
- Author(s)
  齋藤啓太，榎莉奈，堀部祐介，宮脇富士夫，日高章理
- Organizer
  第51回測自動制御学会北海道支部学術講演会
- Data Source
  KAKENHI-PROJECT-18K11493
[Presentation] 人工画質劣化画像からのPix2pix 法による画質復元写像の獲得と低画質顕微鏡画像の高画質化2019
- Author(s)
  松本佑志，日高章理
- Organizer
  第51回測自動制御学会北海道支部学術講演会
- Data Source
  KAKENHI-PUBLICLY-18H04745
[Presentation] Understanding Deformation Motion of Colloidal Nanosheets from CLSM Images using Deep Learning-based Approach2018
- Author(s)
  Fujioka Hiroyuki、Sawangphol Jarupat、Anraku Shinya、Miyamoto Nobuyoshi、Hidaka Akinori、Kano Hiroyuki
- Organizer
  2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-18H04745
[Presentation] 深層畳み込みニューラルネットワークが獲得する注意選択モデルに対する心理物理学的タスクの影響2017
- Author(s)
  我妻伸彦，日高章理
- Organizer
  2017年度人工知能学会全国大会（第31回）
- Data Source
  KAKENHI-PROJECT-16K16090
[Presentation] 悪条件下におけるFaster R-CNN の物体検出性能の検証と改善2017
- Author(s)
  長峯脩兵，湧井力，日高章理，狩野弘之
- Organizer
  第４９回計測自動制御学会北海道支部学術講演会
- Place of Presentation
  北海道大学（北海道札幌市）
- Year and Date
  2017-02-22
- Data Source
  KAKENHI-PROJECT-16K16090
[Presentation] Consecutive Dimensionality Reduction by Canonical Correlation Analysis for Visualization of Convolutional Neural Networks2016
- Author(s)
  A.Hidaka, and T.Kurita
- Organizer
  The 48th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
- Place of Presentation
  Fukuoka, Japan
- Year and Date
  2016-11-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00239
[Presentation] Improvement of Generalization Performance of Optimal Nonlinear Discriminant Analysis2015
- Author(s)
  Akinori Hidaka and Takio Kurita
- Organizer
  The 47th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
- Place of Presentation
  Honolulu, Hawaii, USA
- Year and Date
  2015-12-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23500211
[Presentation] Sparse Logistic Discriminant Analysis2013
- Author(s)
  Takio Kurita, Kenji Watanabe, and Akinori Hidaka
- Organizer
  IEEE International Conference on System, Man, and Cybernetics
- Place of Presentation
  Manchester, UK
- Data Source
  KAKENHI-PROJECT-23500211
[Presentation] Sparse Discriminant Analysis Based on the Bayesian Posterior Probability Obtained by L1 Regression2012
- Author(s)
  Akinori Hidaka and Takio Kurita
- Organizer
  Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2012) and Statistical Techniques in Pattern Recognition (SPR 2012)
- Place of Presentation
  Hiroshima
- Data Source
  KAKENHI-PROJECT-23500211
[Presentation] Discriminant Kernels based Support Vector Machine2011
- Author(s)
  Akinori Hidaka, and Takio Kurita
- Organizer
  The First Asian Conference on Pattern Recognition (ACPR'11)
- Place of Presentation
  Beijing, China
- Data Source
  KAKENHI-PROJECT-23500211
[Presentation] andomized and Dimension Reduced Kernel Generation for Support Vector Machine
- Author(s)
  Akinori Hidaka and Takio Kurita
- Organizer
  The 46th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
- Place of Presentation
  京都工芸繊維大学
- Year and Date
  2014-11-01 – 2014-11-02
- Data Source
  KAKENHI-PROJECT-23500211
[Presentation] Nonlinear Discriminant Analysis based on Probability Estimation by Gaussian Mixture Model
- Author(s)
  Akinori Hidaka, and Takio Kurita
- Organizer
  Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR2014)
- Place of Presentation
  Joensuu, Finland
- Year and Date
  2014-08-20 – 2014-08-22
- Data Source
  KAKENHI-PROJECT-23500211

1. Kurita Takio (10356941)

# of Collaborated Projects: 5 results

# of Collaborated Products: 11 results
2. Miyawaki Fujio (50174222)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results
3. 我妻伸彦

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Hidaka Akinori 日高 章理

HIDAKA Akinori 日高 章理

Research Projects

Research Products

Co-Researchers

高難度データ認識と高精細データ生成のための「注意深い」深層学習モデルの開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Training of deep learning models by introducing prior knowledge

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Basic Study on Real-time Recognition of Surgical Procedures by Surgery-assisting Robot Using Deep Learning

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

緩和型教師付き学習によるディープバイオイメージングPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Institution

A study on acquisition of intermediate representations using context and top-down information for image recognition

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Study of dynamic attentional selection mechanisms in deep neural networksPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A study on classifier design by integration of the probabilistic evidences and it applications to image recognitions

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Finding of Object Class in Visual Object RecognitionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] 統計的パターン認識と判別分析2019

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] Analysis based on neural representation of natural object surfaces to elucidate the mechanisms of a trained AlexNet model2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Improving Accuracy and Real-Time Performance of Recognition Methods for Surgical Procedure Recognition2022

Author(s)

Journal Title

Data Source

[Journal Article] Convolutional Neural Network based on Temporal Pose Features for Surgical Procedure Recognition2021

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Detecting Nanosheet Objects from Noisy CLSM Images Using Deep Learning Approach2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Data Visualization for Deep Neural Networks Based on Interlayer Canonical Correlation Analysis2018

Author(s)

Journal Title

Hidaka Akinori 日高章理

HIDAKA Akinori 日高章理