SAKAI Tomoya 酒井智弥

Researcher Number	30345003
Other IDs	https://orcid.org/0000-0003-4800-9090
External Links
Affiliation (Current)	2025: 長崎大学, 総合生産科学研究科(情報データ科学系), 准教授
Affiliation (based on the past Project Information) *help	2025: 長崎大学, 総合生産科学研究科(情報データ科学系), 准教授 2019 – 2024: 長崎大学, 情報データ科学部, 准教授 2014 – 2021: 長崎大学, 工学研究科, 准教授 2012 – 2013: 長崎大学, 工学(系)研究科(研究院), 准教授 2011 – 2012: 長崎大学, 大学院・工学研究科, 准教授 2010: 長崎大学, 工学部, 准教授
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related / Complex systems / Perceptual information processing / Perception information processing/Intelligent robotics Except Principal Investigator Basic Section 57060:Surgical dentistry-related / Basic Section 61010:Perceptual information processing-related / Perceptual information processing / Medium-sized Section 58:Society medicine, nursing, and related fields / Basic Section 90150:Medical assistive technology-related / Life / Health / Medical informatics / Rehabilitation science/Welfare engineering
Keywords	Principal Investigator パターン認識 / スパースモデリング / 信号処理 / 機械学習 / 知識獲得 / 深層展開 / データ同化 / 転移学習 / 逆問題 / ニューラルネットワーク … More / 画像 / 圧縮センシング / スペクトラルクラスタリング / スパース正則化 / 画像分割 / 肺音認識 / 組合せ最適化 / 多重ラベリング / ランダム射影 … More Except Principal Investigator MRI / 人工知能 / マルチスペクトル画像 / リモートセンシング / 半教師付き分類 / 深層学習 / 口腔細胞診 / リハビリテーション / 半教師つき / パターン認識 / 分類 / 半教師つき分類 / VLM / 唾液腺腫瘍 / Self Supervised / Data Saving / 口腔癌リンパ節転移 / リンパ節転移 / 口腔癌 / ゲーム障害 / バイオマーカー / 早期スクリーニング / 脳画像 / ゲーム症 / 顕著性マップ / 液状細胞診 / 注視機構 / 画像識別 / 細胞診 / 口腔がん / 波形分析 / 嚥下障害 / 情報システム / 生体生命情報学 / HMM / スパースモデル / 副雑音 / 生体音 / 音響特徴量 / スパースモデリング / 肺音 / 機械学習 / 肺疾患 / 呼吸音 / 摂食嚥下リハビリテーション / 摂食嚥下 / 嚥下機能 / 認知症 Less

マルチパラメトリックMRIと深層学習を用いた高精度唾液腺腫瘍診断支援システムの開発
- Principal Investigator
  
  角美佐
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 57060:Surgical dentistry-related
- Research Institution
  Nagasaki University
Development of a Diagnostic Aids System for Oral Cytology with Vision-Language Model
- Principal Investigator
  
  見立英史
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 57060:Surgical dentistry-related
- Research Institution
  Kanazawa Medical University
A data-saving and self-supervised deep learning system for continuous ischemic stroke assessment
- Principal Investigator
  
  Kavitha Muthu・Subash
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Nagasaki University
MRIと深層学習を用いた口腔癌リンパ節転移予測法の確立
- Principal Investigator
  
  角美佐
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 57060:Surgical dentistry-related
- Research Institution
  Nagasaki University
高齢者支援の今後を見据えた嚥下波形の自動分類化に向けた基礎的研究
- Principal Investigator
  
  東嶋美佐子
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90150:Medical assistive technology-related
- Research Institution
  Nishikyushu University
Can we prevent the social penetration of gaming disorder? Basic research for integrated scientific evaluation and early countermeasures against gaming disorder
- Principal Investigator
  
  大山要
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 58:Society medicine, nursing, and related fields
- Research Institution
  Nagasaki University
Development of an artificial intelligence-based cytological diagnosis and prognosis system for oral cancer
- Principal Investigator
  
  MITATE Eiji
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 57060:Surgical dentistry-related
- Research Institution
  Kanazawa Medical University
  Nagasaki University
Semisupervised transductive classification of remotesensing images with restricted training data
- Principal Investigator
  
  Kiyasu Senya
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Nagasaki University
Transfer learning from mathematical models and its applications in biomedical engineeringPrincipal Investigator
- Principal Investigator
  
  Sakai Tomoya
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Nagasaki University
Detection of unhealthy subjects based on stochastic modeling and extraction of adventitious sounds
- Principal Investigator
  
  MATSUNAGA Shoichi
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Life / Health / Medical informatics
- Research Institution
  Nagasaki University
Semi-supervised method for recognition of objects in remote sensing images with restricted training data
- Principal Investigator
  
  KIYASU Senya
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Perceptual information processing
- Research Institution
  Nagasaki University
Clinical studies about the change over time of the swallowing function with the progression of dementia and the aspiration risk end run traveling side by side
- Principal Investigator
  
  HIGASHIJIMA Misako
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Rehabilitation science/Welfare engineering
- Research Institution
  Nagasaki University
圧縮センシングに基づく超高次元非線形写像の機械学習に関する研究Principal Investigator
- Principal Investigator
  
  酒井智弥
- 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
  Nagasaki University
Algorithm of semi-supervised classification for remotely sensed images with restricted training data
- Principal Investigator
  
  KIYASU Senya
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Perceptual information processing
- Research Institution
  Nagasaki University
Pattern recognition as combinatorial optimization: basic and applied researchPrincipal Investigator
- Principal Investigator
  
  SAKAI Tomoya
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Perceptual information processing
- Research Institution
  Nagasaki University
Research on designing efficient, robust and ciphered patternrecognition schemes using compressed sensing techniquesPrincipal Investigator
- Principal Investigator
  
  SAKAI Tomoya
- Project Period (FY)
  2010 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Perception information processing/Intelligent robotics
- Research Institution
  Nagasaki University

[Journal Article] Unsupervised deep learning for online foreground segmentation exploiting low-rank and sparse priors2023
- Author(s)
  Keita Takeda, Kohei Fujiwara, Tomoya Sakai
- Journal Title
  
  International Conference on Digital Image Computing: Techniques and Applications (DICTA)
  
  Volume: 1 Pages: 1-7
- DOI
  10.1109/dicta56598.2022.10034581
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04177
[Journal Article] Background Subtraction Approach to Unsupervised Cell Segmentation: Toward Excluding Spurious Features in Degraded Cytology Slides2023
- Author(s)
  Keita Takeda, Eiji Mitate, Tomoya Sakai
- Journal Title
  
  Proceedings of International Symposium on Biomedical Imaging (IEEE ISBI 2023)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K10163
[Journal Article] Unsupervised deep learning of sparse signals against low-rank backgrounds with application to online lung sound separation2023
- Author(s)
  Takumi Onomichi, Tomoya Sakai, Yasushi Obase
- Journal Title
  
  International Journal of Signal Processing Systems
  
  Volume: 11(1) Issue: 1 Pages: 1-6
- DOI
  10.18178/ijsps.11.1.1-6
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H04177
[Journal Article] Application of the sliding window method and Mask-RCNN method to nuclear recognition in oral cytology2022
- Author(s)
  Mitate Eiji、Inoue Kirin、Sato Retsushi、Shimomoto Youichi、Ohba Seigo、Ogata Kinuko、Sakai Tomoya、Ohno Jun、Yamamoto Ikuo、Asahina Izumi
- Journal Title
  
  Diagnostic Pathology
  
  Volume: 17 Issue: 1 Pages: 62-62
- DOI
  10.1186/s13000-022-01245-0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K10163
[Journal Article] Detection of Novel Urine Markers Using Immune Complexome Analysis in Bladder Cancer Patients: A Preliminary Study2021
- Author(s)
  AIBARA NOZOMI、MIYATA YASUYOSHI、ARAKI KYOHEI、SAGARA YUJI、MITSUNARI KENSUKE、MATSUO TOMOHIRO、OHBA KOJIRO、MOCHIZUKI YASUSHI、SAKAI HIDEKI、OHYAMA KANAME
- Journal Title
  
  In Vivo
  
  Volume: 35 Issue: 4 Pages: 2073-2080
- DOI
  10.21873/invivo.12476
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H04853, KAKENHI-PROJECT-20K09528, KAKENHI-PROJECT-20K20617
[Journal Article] Ceruloplasmin Levels in Cancer Tissues and Urine Are Significant Biomarkers of Pathological Features and Outcome in Bladder Cancer2021
- Author(s)
  MUKAE YUTA、ITO HIDENORI、MIYATA YASUYOSHI、ARAKI KYOHEI、MATSUDA TSUYOSHI、AIBARA NOZOMI、NAKAMURA YUICHIRO、MATSUO TOMOHIRO、SAKAI HIDEKI、OHYAMA KANAME
- Journal Title
  
  Anticancer Research
  
  Volume: 41 Issue: 8 Pages: 3815-3823
- DOI
  10.21873/anticanres.15174
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H04853, KAKENHI-PROJECT-20K20617
[Journal Article] The acoustic characteristics of fine crackles predict honeycombing on high-resolution computed tomography2019
- Author(s)
  Fukumitsu T, Obase Y, Ishimatsu Y, Nakashima S, Ishimoto H, Sakamoto N, Nishitsuji K, Shiwa S, Sakai T, Miyahara S, Ashizawa K, Mukae H, Kozu R
- Journal Title
  
  BMC Pulm Med
  
  Volume: 19 Issue: 1 Pages: 153-153
- DOI
  10.1186/s12890-019-0916-5
- NAID
  120006988428
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K01506, KAKENHI-PROJECT-17K09618, KAKENHI-PROJECT-17K09617, KAKENHI-PROJECT-19H04177
[Journal Article] Blood vessel enhancement in liver region from a sequence of angiograms taken under free breathing2019
- Author(s)
  Morio Kawabe, Yuri Kokura, Takashi Ohnishi, Kazuya Nakano, Hideyuki Kato, Yoshihiko Ooka, Tomoya Sakai, Hideaki Haneishi
- Journal Title
  
  Pattern Recognition
  
  Volume: 1180 Pages: 141-149
- DOI
  10.1007/978-981-15-3651-9_13
- ISBN
  9789811536502, 9789811536519
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04177
[Journal Article] The Efficacy of Intervention for the Prevention of Aspiration Pneumonitis in Recipients of Non-oral Nutrition2017
- Author(s)
  Misako Higashijima, Aya Tanaka, Joji Higashi, Tomoya Sakai, Hiroyasu Shiozu
- Journal Title
  
  International Journal of Physical Medicine & Rehabilitation
  
  Volume: 5 Issue: 06 Pages: 1000442-1000442
- DOI
  10.4172/2329-9096.1000442
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K01508
[Journal Article] スパース構造を活かすセンシングと高次元データ解析2016
- Author(s)
  酒井智弥
- Journal Title
  
  Technical Report of IEICE
  
  Volume: 115(403) Pages: 21-22
- Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120526
[Journal Article] 時系列オプティカルフロー場のスパースモデリング2016
- Author(s)
  久原裕貴, 酒井智弥
- Journal Title
  
  電気学会研究会資料
  
  Volume: PI-16 Pages: 23-28
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] 高効率ランダム射影とスパース再構成による高次元非線形写像と逆散乱問題への応用2016
- Author(s)
  宮田大輔, 酒井智弥
- Journal Title
  
  電気学会研究会資料
  
  Volume: PI-16 Pages: 17-21
- Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120526
[Journal Article] スパース構造を活かすセンシングと高次元データ解析2016
- Author(s)
  酒井智弥
- Journal Title
  
  Technical Report of IEICE
  
  Volume: 115(403) Pages: 21-22
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] スパース表現のための基底学習と高次元データへの応用策2016
- Author(s)
  志波舜平, 酒井智弥
- Journal Title
  
  電気学会研究会資料
  
  Volume: PI-16 Pages: 29-34
- Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120526
[Journal Article] Optical measurement and analysis of neck surface deformation for swallowing function evaluation2015
- Author(s)
  Toshiaki Miura, Tomoya Sakai, Misako Higashijima
- Journal Title
  
  International Conference on Ubiquitous Healthcare (u-Healthcare 2015) Extended Abstracts
  
  Volume: - Pages: 31-31
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] Separating background and foreground optical flow fields by low-rank and sparse regularization2015
- Author(s)
  Tomoya Sakai, Hiroki Kuhara
- Journal Title
  
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015) Proceedings
  
  Volume: - Pages: 1523-1527
- DOI
  10.1109/icassp.2015.7178225
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] 高次元非線形写像の機械学習によって逆問題を解く2015
- Author(s)
  宮田大輔, 酒井智弥
- Journal Title
  
  Technical Report of IEICE
  
  Volume: 115(22) Pages: 105-109
- Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120526
[Journal Article] 時系列2次元オプティカルフロー場の分離および自己運動の分類2015
- Author(s)
  久原裕貴, 酒井智弥
- Journal Title
  
  電気学会電子・情報・システム部門大会講演論文集
  
  Volume: - Pages: 548-553
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] 嚥下機能評価のための頸部曲面の動態解析2015
- Author(s)
  三浦俊明, 酒井智弥
- Journal Title
  
  電気学会電子・情報・システム部門大会講演論文集
  
  Volume: - Pages: 827-830
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] 高次元の基底学習を回避した圧縮センシングの信号再構成2015
- Author(s)
  志波舜平, 酒井智弥
- Journal Title
  
  画像の認識・理解シンポジウム(MIRU2015) Extended Abstract集
  
  Volume: - Pages: 1-2
- Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120526
[Journal Article] 時系列オプティカルフロー場の低ランク+スパースモデルについて2015
- Author(s)
  久原裕貴, 酒井智弥
- Journal Title
  
  画像の認識・理解シンポジウム(MIRU2015) Extended Abstract集
  
  Volume: - Pages: 1-2
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] パターン解析のための信号圧縮と再構成について2015
- Author(s)
  志波舜平, 酒井智弥
- Journal Title
  
  電気学会電子・情報・システム部門大会講演論文集
  
  Volume: - Pages: 664-668
- Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120526
[Journal Article] 肺聴診音のスパースモデリング2015
- Author(s)
  酒井智弥, 喜安千弥, 宮原末治
- Journal Title
  
  電気学会電子・情報・システム部門大会講演論文集
  
  Volume: - Pages: 534-538
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] 圧縮ELMのアンサンブル化による頑健な高次元非線形写像の機械学習2015
- Author(s)
  宮田大輔, 酒井智弥
- Journal Title
  
  電気学会電子・情報・システム部門大会講演論文集
  
  Volume: - Pages: 313-317
- Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120526
[Journal Article] Learning high-dimensional nonlinear mapping via compressed sensing2014
- Author(s)
  Tomoya Sakai and Daisuke Miyata
- Journal Title
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014) Proceedings
  
  Volume: 1 Pages: 5232-5236
- DOI
  10.1109/icassp.2014.6854601
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120526
[Journal Article] マルチテンポラ画像を教師データとする衛星画像のカゴリー分類2014
- Author(s)
  堀多恵美，馬場涼介，薗田光太郎，酒井智弥，喜安千弥
- Journal Title
  
  電子情報通信学会九州支部第22回学生会講演会講演論文集
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-25330199
[Journal Article] 時系列2次元オプティカルフローの複素数表現と低ランク成分・スパース成分の抽出2014
- Author(s)
  酒井智弥, 久原裕貴, 志波舜平
- Journal Title
  
  第29回信号処理シンポジウム講演論文集
  
  Volume: 1 Pages: 385-386
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] 肺音認識のための信号処理　～連続性ラ音・断続性ラ音の分離と識別2014
- Author(s)
  酒井智弥, 内田貴大, 坂口亜絵梨, 喜安千弥, 宮原末治, 岡三喜男
- Journal Title
  
  Technical Report of IEICE
  
  Volume: 114(39) Pages: 55-60
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] Topology-Preserving Dimension-Reduction Methods for Image Pattern Recognition2013
- Author(s)
  Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya
- Journal Title
  
  Lecture Notes in Computer Sciences
  
  Volume: 7944 Pages: 195-204
- DOI
  10.1007/978-3-642-38886-6_19
- ISBN
  9783642388859, 9783642388866
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-21103001, KAKENHI-PROJECT-24500197, KAKENHI-PROJECT-25330200
[Journal Article] 文字画像のスパースモデリングと文字検出2013
- Author(s)
  草野周太, 小松祐太, 酒井智弥
- Journal Title
  
  第28回信号処理シンポジウム講演論文集
  
  Volume: - Pages: 311-316
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] パターン表現のスパース性に基づく知識発見・獲得の試み2013
- Author(s)
  小松祐太、酒井智弥
- Journal Title
  
  電子情報通信学会技術研究報告
  
  Volume: 112(385) Pages: 151-155
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] 文字を構成する線画の組合せの機械学習2013
- Author(s)
  草野周太, 酒井智弥
- Journal Title
  
  第12回情報科学技術フォーラム講演論文集
  
  Volume: - Pages: 239-244
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] Dimension Reduction Methods for Image Pattern Recognition2013
- Author(s)
  Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya
- Journal Title
  
  Lecture Notes in Computer Sciences
  
  Volume: 7953 Pages: 26-42
- DOI
  10.1007/978-3-642-39140-8_2
- ISBN
  9783642391392, 9783642391408
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-21103001, KAKENHI-PROJECT-24500197, KAKENHI-PROJECT-25330200
[Journal Article] 高次元非線形写像のための圧縮Extreme Learning Machineアルゴリズム2013
- Author(s)
  酒井智弥, 宮田大輔
- Journal Title
  
  第28回信号処理シンポジウム講演論文集
  
  Volume: - Pages: 330-335
- Data Source
  KAKENHI-PROJECT-25330200
[Journal Article] 土地被覆の連続性を考慮した衛星画像の半教師付き分類2013
- Author(s)
  馬場涼介，薗田光太郎，酒井智弥，喜安千弥
- Journal Title
  
  電子情報通信学会九州支部第21回学生会講演会講演論文集
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-25330199
[Journal Article] Sparse representation-based extraction of pulmonary sound components from low-quality auscultation signals2012
- Author(s)
  Tomoya Sakai, Haruka Satomoto, Senya Kiyasu and Sueharu Miyahara
- Journal Title
  
  ICASSP 2012 Proceedings
  
  Pages: 509-512
- DOI
  10.1109/icassp.2012.6287928
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] 事前過分割を利用した高効率スペクトラルクラスタリングによる医用画像分割2012
- Author(s)
  田中智貴、酒井智弥
- Journal Title
  
  情報処理学会研究報告
  
  Volume: 2012-CVIM-182(8)
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] An efficient volumetric global image registration2012
- Author(s)
  Shuang Lu, Tomoya Sakai, Atsushi Imiya
- Journal Title
  
  Technical Report of IEICE
  
  Volume: 112(142) Pages: 79-84
- NAID
  110009626688
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] Robust detection of adventitious lung sounds in electronic auscultation signals2012
- Author(s)
  Tomoya Sakai, Madoka Kato, Sueharu Miyahara and Senya Kiyasu
- Journal Title
  
  ICPR 2012 Proceedings
  
  Pages: 1993-1996
- URL
  http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6460549
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] Sparse representation-based extraction of pulmonary sound components from low-quality auscultation signals2012
- Author(s)
  Tomoya Sakai, Haruka Satomoto, Senya Kiyasu, Sueharu Miyahara
- Journal Title
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012) Proceedings
  
  Volume: (未定) Pages: 509-512
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] NN-based Local subspace method for image registration with sparse dictionary2012
- Author(s)
  Hayato Itoh, Atsushi Imiya, Tomoya Sakai
- Journal Title
  
  Technical Report of IEICE
  
  Volume: 112(197) Pages: 179-184
- NAID
  110009698124
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] Interpolation of reference images in sparse dictionary for global image registration, Lecture Notes in Computer Science2012
- Author(s)
  Hayao Itoh, Shuang Lu, Tomoya Sakai and Atsushi Imiya
- Journal Title
  
  ISVC 2012, Revised Selected Papers
  
  Volume: Part II Pages: 657-667
- DOI
  10.1007/978-3-642-33191-6_65
- ISBN
  9783642331909, 9783642331916
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] Robust detection of adventitious lung sounds in electronic auscultation signals2012
- Author(s)
  Tomoya Sakai, Madoka Kato, Sueharu Miyahara, Senya Kiyasu
- Journal Title
  
  IEEE International Conference on Pattern Recognition (ICPR 2012) Proceedings
  
  Volume: - Pages: 1993-1996
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] 組合せ最適化に基づく未学習クラスの識別と顔画像認識における評価2012
- Author(s)
  小松祐太、酒井智弥
- Journal Title
  
  情報処理学会研究報告
  
  Volume: 2012-CVIM-182(8)
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] 見えに基づくパターン識別における次元削減の影響2012
- Author(s)
  伊東隼人、酒井智弥、井宮淳
- Journal Title
  
  Technical Report of IEICE
  
  Volume: 112(357) Pages: 25-30
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] スパース表現に基づく識別手法は非線形クラス部分空間に対して頑健か?～見えに基づく物体認識における検証～2011
- Author(s)
  伊東隼人、酒井智弥、井宮淳
- Journal Title
  
  画像の認識・理解シンポジウム(MIRU2011)論文集
  
  Pages: 177-184
- NAID
  170000067210
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] Global Image Registration by Fast Random Projection2011
- Author(s)
  Hayato Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya
- Journal Title
  
  Lecture Notes in Computer Science
  
  Volume: 6638 Pages: 23-32
- DOI
  10.1007/978-3-642-24028-7_3
- ISBN
  9783642240270, 9783642240287
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21500158, KAKENHI-PROJECT-22700163
[Journal Article] Multi-label classification for image annotation via sparse similarity voting, Lecture Notes in Computer Science2011
- Author(s)
  Tomoya Sakai, Hayato Itoh and Atsushi Imiya
- Journal Title
  
  ACCV 2010 Workshops, RevisedSelected Papers
  
  Volume: Part II, vol. 6469 Pages: 344-353
- DOI
  10.1007/978-3-642-22819-3_35
- ISBN
  9783642228186, 9783642228193
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] 組合せ最適化問題としてのパターン認識と信号処理2011
- Author(s)
  酒井智弥
- Journal Title
  
  電子情報通信学会基礎・境界ソサイエティ大会(基礎・境界講演論文集)
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] Practical Algorithms of Spectral Clustering: toward Large-Scale Vision-Based Motion Analysis2011
- Author(s)
  Tomoya Sakai and Atsushi Imiya
- Journal Title
  
  Machine Learning for Vision-based Motion Analysis, Advances in Pattern Recognition
  
  Pages: 3-26
- DOI
  10.1007/978-0-85729-057-1_1
- ISBN
  9780857290564, 9780857290571
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] Practical Algorithms of Spectral Clustering : toward Large-Scale Vision-Based Motion Analysis2011
- Author(s)
  Tomoya Sakai, Atsushi Imiya
- Journal Title
  
  Machine Learning for Vision-based Motion Analysis, Advances in Pattern Recognition
  
  Pages: 3-26
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] スパース表現による異常肺音の抽出2011
- Author(s)
  酒井智弥、里元はるか、喜安千弥、宮原末治
- Journal Title
  
  電子情報通信学会技術研究報告
  
  Volume: Vol.111 No.27 Pages: 131-136
- NAID
  110008725582
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] 部分空間の疎分解に基づくパターン識別法2010
- Author(s)
  伊東隼人、酒井智弥、井宮淳
- Journal Title
  
  研究報告コンピュータビジョンとイメージメディア
  
  Volume: 2010-CVIM-172 Pages: 1-12
- NAID
  110007991214
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] スパース正則化に基づく多重ラベリング:複数物体認識への応用に向けて2010
- Author(s)
  酒井智弥
- Journal Title
  
  画像の認識・理解シンポジウム(MIRU2010)講演論文集
  
  Pages: 1459-1466
- Data Source
  KAKENHI-PROJECT-22700163
[Journal Article] スペクトラルクラスタリングのランダム算法と画像・動画像分割への応用2010
- Author(s)
  酒井智弥、井宮淳
- Journal Title
  
  電子情報通信学会論文誌D,画像の認識・理解特集号
  
  Volume: Vol.J93-D No.8 Pages: 1256-1266
- NAID
  110007681660
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700163
[Patent] 生体音信号処理装置、生体音信号処理方法および生体音信号処理プログラム2013
- Inventor(s)
  酒井智弥, 喜安千弥, 宮原末治
- Industrial Property Rights Holder
  酒井智弥, 喜安千弥, 宮原末治
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2013-220240
- Filing Date
  2013-10-23
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 深層学習を用いたリンパ節転移超音波診断モデルの構築: Grad-CAMの利用2023
- Author(s)
  西野龍慶,武田啓太,榮田智,片山郁夫,高木幸則,佐々木美穂,森皓紀,川上真輝,酒井智弥,角美佐
- Organizer
  日本歯科放射線学会第42回関西九州合同地方会
- Data Source
  KAKENHI-PROJECT-22K10150
[Presentation] Background Subtraction Approach to Unsupervised Cell Segmentation: Toward Excluding Spurious Features in Degraded Cytology Slides2023
- Author(s)
  Keita Takeda, Eiji Mitate, Tomoya Sakai
- Organizer
  International Symposium on Biomedical Imaging (IEEE ISBI) 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] Unsupervised cell detection for oral cytology and effects of feature reduction2022
- Author(s)
  Shunta Matsumoto, Keita Takeda, Tomoya Sakai, Eiji Mitate
- Organizer
  The 5th Conference on Biological Imaging and Medical AI
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 数理モデリングと深層学習の融合技術～帰納バイアスを生かす3つの戦略～2022
- Author(s)
  酒井智弥
- Organizer
  電子情報通信学会
- Invited
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Exploiting Perfusion MR Features for Salivary Gland Tumor Classification2022
- Author(s)
  Keita Takeda, Tomoya Sakai, Ikuo Katayama, Yukinori Takagi, Miho Sasaki, Sato Eida, Misa Sumi
- Organizer
  The 13th Asian congress of oral and Maxillo-facial radiology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K10150
[Presentation] 低ランク・スパース性に基づく教師なし学習による細胞検出2022
- Author(s)
  武田啓太, 松尾和季, 藤原航平, 見立英史, 酒井智弥
- Organizer
  電子情報通信学会研究会医用画像研究会(MI)第21回情報科学技術フォーラム(FIT2022)併催
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] 細胞を注視する口腔細胞診画像分類2022
- Author(s)
  武田啓太, 藤原航平, 松尾和季, 見立英史, 酒井智弥
- Organizer
  第41回日本医用画像工学会大会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 教師無し深層学習での細胞領域検出を用いた注視機構による口腔細胞診画像分類2022
- Author(s)
  武田啓太, 藤原航平, 松尾和希, 見立英史, 酒井智弥
- Organizer
  第41回日本医用画像工学会大会
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] Machine learning-based prediction of treatment efficacy in patients with Sjogren’s syndrome using ultrasound images of salivary glands2022
- Author(s)
  Kohei Fujiwara, Yukinori Takagi, Tomoya Sakai, Miho Sasaki, Sato Eida, Ikuo Katayama, Misa Sumi
- Organizer
  The 13th Asian congress of oral and Maxillo-facial radiology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K10150
[Presentation] Unsupervised deep learning of sparse signals against low-rank backgrounds with application to online lung sound separation2022
- Author(s)
  Takumi Onomichi, Tomoya Sakai, Yasushi Obase
- Organizer
  The 8th International Conference on Signal Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 視覚的に顕著な細胞の表現学習に基づく口腔細胞診2022
- Author(s)
  松尾和季, 見立英史, 酒井智弥
- Organizer
  電子情報通信学会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Unsupervised deep learning for foreground segmentation based on low-rank and sparse priors2022
- Author(s)
  Keita Takeda, Kohei Fujiwara, Tomoya Sakai
- Organizer
  画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Unsupervised deep learning for online foreground segmentation exploiting low-rank and sparse priors2022
- Author(s)
  Keita Takeda, Kohei Fujiwara, Tomoya Sakai
- Organizer
  International Conference on Digital Image Computing: Techniques and Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Machine learning-based prediction of treatment efficacy in patients with Sjogren's syndrome using ultrasound images of salivary grands2022
- Author(s)
  Kohei Fujiwara, Yukinori Takagi, Tomoya Sakai, Miho Sasaki, Sato Eida, Ikuo Katayama, Misa Sumi
- Organizer
  The 13th Congress of Oral and Maxillo-Facial Radiology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Exploiting perfusion MR features for salivary gland tumor classification2022
- Author(s)
  Keita Takeda, Tomoya Sakai, Ikuo Katayama, Yukinori Takagi, Miho Sasaki, Sato Eida, Misa Sumi
- Organizer
  The 13th Congress of Oral and Maxillo-Facial Radiology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 口腔細胞診のための教師なし深層学習による細胞領域検出2022
- Author(s)
  武田啓太, 藤原航平, 酒井智弥, 見立英史
- Organizer
  生体画像と医用人工知能研究会第4回若手発表会
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] 口腔細胞診画像の自動認識における液状細胞診の有効性について2021
- Author(s)
  見立英史, 松尾和季, 彌榮有美, Moreau Matthieu, 酒井智弥, 緒方絹子, 楢原峻, 大場誠悟, 朝比奈泉
- Organizer
  第75回NPO法人日本口腔科学会学術集会
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] ダイナミック造影MR画像による唾液腺腫瘍識別～画像の左右対称性を利用した特徴抽出～2021
- Author(s)
  武田啓太,酒井智弥,角美佐
- Organizer
  画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 口腔細胞診における深層学習への注視機構の導入とその効果2021
- Author(s)
  松尾和季, 見立英史, 彌榮有美, Matthieu Moreau, 緒方絹子, 楢原峻, 大場誠悟, 酒井智弥, 朝比奈泉
- Organizer
  第39回日本口腔腫瘍学会総会・学術大会
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] 地域高齢者の嚥下問題を早期に見つけるための検査法の紹介2021
- Author(s)
  林浩之,酒井智弥,東嶋美佐子
- Organizer
  第1回食と生活リハビリテーション研究学会学術集会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Unsupervised deep learning of cell segmentation for oral cytology2021
- Author(s)
  Keita Takeda,Kohei Fujiwara,Tomoya Sakai,Eiji Mitate
- Organizer
  The 6th Conference on Biological Imaging and Medical AI
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] CT画像の深層学習による頸部リンパ節の検出と口腔がん転移の判定2021
- Author(s)
  武田啓太,松成孝泰,高田寛之,酒井智弥,見立英史,大場誠悟,緒方絹子,楢原峻,朝比奈泉
- Organizer
  第39回日本口腔腫瘍学会総会・学術大会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 録音肺音の分離技術解析の透析前後のCOARSE CRACKLES変化への臨床的応用2021
- Author(s)
  中島誉也, 尾長谷靖, 深堀範, 福島千鶴, 山田頼弥, 酒井智弥, 舩越哲, 山下鮎子, 西野友哉, 迎寛
- Organizer
  第87回日本呼吸器学会・日本結核病学会非結核性抗酸菌症学会　日本サルコイドーシス/肉芽腫性疾患学会　九州支部秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] スパースモデリングと深層学習の融合技術とその医工学応用2021
- Author(s)
  酒井智弥
- Organizer
  電気学会電子・情報・システム部門大会
- Invited
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 低ランク性・スパース性に基づく教師なし深層学習による血管造影2021
- Author(s)
  石橋諒士,酒井智弥,羽石秀昭
- Organizer
  電子情報通信学会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 口腔細胞診画像の自動認識における液状細胞診の有効性について2021
- Author(s)
  見立英史,松尾和季,彌榮有美,Matthieu Moreau,酒井智弥,緒方絹子,楢原峻,大場誠悟,朝比奈泉
- Organizer
  第76回NPO法人日本口腔科学学会学術集会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 教師なし深層学習可能なロバスト主成分分析による連続性ラ音の分離2021
- Author(s)
  尾道拓海,酒井智弥
- Organizer
  第36回信号処理シンポジウム
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 耳下腺の超音波画像を用いたシェーグレン症候群の治療効果の予測2021
- Author(s)
  藤原航平,武田啓太,高木幸則,佐々木美穂,榮田智,片山郁夫,角美佐,酒井智弥
- Organizer
  電子情報通信学会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 口腔細胞診における深層学習への注視機構の導入とその効果2021
- Author(s)
  松尾和季,見立英史,彌榮有美,Matthieu Moreau,緒方絹子,楢原峻,大場誠悟,酒井智弥,朝比奈泉
- Organizer
  第39回日本口腔腫瘍学会総会・学術大会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 画像アノテーションを支援するための口腔細胞検出2021
- Author(s)
  堤隆斗,松尾和季,酒井智弥,見立英史,緒方絹子,楢原峻,大場誠悟,朝比奈泉
- Organizer
  第75回NPO法人日本口腔科学学会学術集会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 画像アノテーションを支援するための口腔細胞検出2021
- Author(s)
  松尾和季, 堤隆斗, 酒井智弥, 見立英史, 緒方絹子, 楢原峻, 大場誠悟, 朝比奈泉
- Organizer
  第75回NPO法人日本口腔科学会学術集会
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] Modified U-Net for lymph node detection and metastasis classification from Cervical CT Images2021
- Author(s)
  Shunya Take,Keita Takeda,Tomoya Sakai,Eiji Mitate
- Organizer
  The 5th Conference on Biological Imaging and Medical AI
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Evidenceに基づく食べる支援の追究2021
- Author(s)
  林浩之,酒井智弥,東嶋美佐子
- Organizer
  第1回食と生活リハビリテーション研究学会学術集会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Unsupervised deep learning for blood vessel enhancement from free-breathing angiography2021
- Author(s)
  Ryoji Ishibashi, Tomoya Sakai, Takashi Ohnishi, Hideali Haneishi
- Organizer
  The 3rd Conference on Biological Imaging and Medical AI
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 口腔細胞診画像の自動認識における液状細胞診の有効性について2021
- Author(s)
  見立英史, 松尾和季, 彌榮有美, Moreau Matthieu, 酒井智弥, 緒方絹子, 楢原峻, 大場誠悟, 朝比奈泉
- Organizer
  第75回NPO法人日本口腔科学会学術集会
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] Deep learning-based low-cost oral cytology2021
- Author(s)
  M. Moreau, A. Mie, T. Sakai, E. Mitate, D. Rousseau
- Organizer
  The IEEE International Symposium on Biomedical Imaging (ISBI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] ダイナミック造影MRIから得られる灌流特徴を利用した唾液腺腫瘍の識別2021
- Author(s)
  武田啓太,角美佐,酒井智弥
- Organizer
  電子情報通信学会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 視覚的顕著性を利用した注視による口腔細胞診2021
- Author(s)
  松尾和季,酒井智弥,見立英史
- Organizer
  画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Deep learning-based low-cost oral cytology2021
- Author(s)
  M. Moreau, A. Mie, T. Sakai, E. Mitate, D. Rousseau
- Organizer
  International Symposium on Biomedical Imaging (IEEE ISBI 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K10163
[Presentation] Prediction of therapeutic response in Sjogren's syndrome using ultrasound images of salivary glands2021
- Author(s)
  Kohei Fujiwara,Yukinori Takagi,Miho Sasaki,Sato Eida,Ikuo Katayama,Misa Sumi,Tomoya Sakai
- Organizer
  The 4th Conference on Biological Imaging and Medical AI
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Deep leaning-based low-cost oral cytology2021
- Author(s)
  Matthieu Moreau,Ami Mie,Tomoya Sakai,Eji Mitate,David Rousseau
- Organizer
  International Symposium on Biomedical Imaging
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 低ランク・スパース近似のDNN表現と学習～自然呼吸下X線血管造影への応用～2020
- Author(s)
  三好亮平,酒井智弥,大西峻,羽石秀昭
- Organizer
  電子情報通信学会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] CT画像における頸部リンパ節の自動検出と口腔がん転移識別2020
- Author(s)
  石川玄,見立英史,三好亮平,宮田ゆかり,梅根健太,彌榮有美,周筝,緒方絹子,楢原峻,宮本潤哉,高田寛之,酒井智弥,大場誠悟,朝比奈泉
- Organizer
  第38回日本口腔腫瘍学会総会・学術大会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] スパースモデルからの転移学習～ふたつのアプローチと最適化の課題～2020
- Author(s)
  酒井智弥,山田頼弥,石橋諒士,高田寛之
- Organizer
  電子情報通信学会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Unsupervised deep learning with low-rank and sparse priors2020
- Author(s)
  Ryoji Ishibashi, Tomoya Sakai
- Organizer
  画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 深層学習による口腔細胞診および診断に役立つ画像特徴の考察2020
- Author(s)
  彌榮有美,見立英史,三好亮平,宮田ゆかり,梅根健太,石川玄,周筝,緒方絹子,楢原峻,宮本潤哉,高田寛之,酒井智弥,大場誠悟,朝比奈泉
- Organizer
  第38回日本口腔腫瘍学会総会・学術大会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] スパース解法の計算グラフに基づく識別器の深層学習2020
- Author(s)
  山田頼弥,周筝,酒井智弥
- Organizer
  画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 反復唾液嚥下に伴う前頸部の変形を非侵襲的に計測した信号の比較2020
- Author(s)
  宮田ゆかり,酒井智弥,吉木天子,東嶋美佐子
- Organizer
  電子情報通信学会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] Preserving optimal step size of unfolded ISTA2020
- Author(s)
  Zheng Zhou, Rabi Yamada, Tomoya Sakai
- Organizer
  画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] スパースモデリングを用いた肺音分離学習による断続性副雑音検出2020
- Author(s)
  毛利文哉，高田寛之，松永昭一，酒井智弥
- Organizer
  第28回電子情報通信学会九州支部学生会講演会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 深度画像から嚥下特徴を抽出するスパースオートエンコーダ2020
- Author(s)
  吉木天子,酒井智弥,東嶋美佐子
- Organizer
  画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 聴診箇所ごとの音響特徴を考慮した肺疾患者識別2019
- Author(s)
  増田紗依, 山下優, 高田寛之, 酒井智弥, 松永昭一
- Organizer
  2019年度　第27回電子情報通信学会九州支部学生講演会
- Data Source
  KAKENHI-PROJECT-17K00408
[Presentation] 聴診箇所ごとの音響特徴を考慮した肺疾患者識別2019
- Author(s)
  増田紗依, 山下優, 高田寛之, 酒井智弥, 松永昭一
- Organizer
  第27回電子情報通信学会九州支部学生講演会
- Data Source
  KAKENHI-PROJECT-19H04177
[Presentation] 乳児の泣き声を用いた情動推定におけるスパースモデリングの有効性2018
- Author(s)
  三浦亮，黒川貴之，山下優，酒井智弥，松永昭一
- Organizer
  日本音響学会2018年秋季研究発表会
- Data Source
  KAKENHI-PROJECT-17K00408
[Presentation] Emotion-cluster classification of infant cries using sparse representation2018
- Author(s)
  Takayuki Kurokawa, Tasuku Miura, Masaru Yamashita, Tomoya Sakai, Shoichi Matsunaga
- Organizer
  Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K00408
[Presentation] 近接深度センサを用いた嚥下検出アルゴリズムのオンライン化2017
- Author(s)
  高井　翼、酒井智弥、東嶋美佐子
- Organizer
  電子情報通信学会
- Place of Presentation
  北海道大学（北海道・札幌市）
- Year and Date
  2017-02-18
- Data Source
  KAKENHI-PROJECT-16K01508
[Presentation] 統計モデルに基づく肺音分類のためのスパースモデリングの有効性2017
- Author(s)
  三浦亮，山下優，松永昭一，西辻皐勢，志波舜平，酒井智弥
- Organizer
  日本音響学会2017年秋季研究発表会
- Data Source
  KAKENHI-PROJECT-17K00408
[Presentation] 時系列オプティカルフロー場のスパースモデリング2016
- Author(s)
  久原裕貴, 酒井智弥
- Organizer
  電気学会研究会知覚情報研究会
- Place of Presentation
  名桜大学（沖縄県名護市）
- Year and Date
  2016-01-08
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] スパース構造を活かすセンシングと高次元データ解析2016
- Author(s)
  酒井智弥
- Organizer
  電子情報通信学会宇宙・航行エレクトロニクス研究会
- Place of Presentation
  長崎県美術館（長崎県長崎市）
- Year and Date
  2016-01-21
- Invited
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] スパース構造を活かすセンシングと高次元データ解析2016
- Author(s)
  酒井智弥
- Organizer
  電子情報通信学会宇宙・航行エレクトロニクス研究会
- Place of Presentation
  長崎県美術館（長崎県長崎市）
- Year and Date
  2016-01-21
- Invited
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 圧縮センシングの原理と応用2016
- Author(s)
  酒井智弥
- Organizer
  計測・制御・システム工学部会若手フォーラム
- Place of Presentation
  新日鐵住金八幡製鐵所総合センターマルチホール（福岡県北九州市）
- Year and Date
  2016-01-18
- Invited
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] スパース表現のための基底学習と高次元データへの応用策2016
- Author(s)
  志波舜平, 酒井智弥
- Organizer
  電気学会知覚情報研究会
- Place of Presentation
  名桜大学（沖縄県名護市）
- Year and Date
  2016-01-08
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 早わかりスパースモデリング2016
- Author(s)
  酒井智弥
- Organizer
  電気学会C部門知覚情報研究会
- Place of Presentation
  名桜大学（沖縄県名護市）
- Year and Date
  2016-01-08
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 高次元非線形写像のアンサンブル学習におけるL1統合法の検討2016
- Author(s)
  酒井智弥
- Organizer
  科学研究費補助金新学術領域研究「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」2015年度公開シンポジウム
- Place of Presentation
  神戸大学統合研究拠点コンベンションホール（兵庫県神戸市）
- Year and Date
  2016-03-07
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 高効率ランダム射影とスパース再構成による高次元非線形写像と逆散乱問題への応用2016
- Author(s)
  宮田大輔, 酒井智弥
- Organizer
  電気学会知覚情報研究会
- Place of Presentation
  名桜大学（沖縄県名護市）
- Year and Date
  2016-01-08
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 嚥下機能評価のための頸部曲面の動態解析2015
- Author(s)
  三浦俊明, 酒井智弥
- Organizer
  電気学会電子・情報・システム部門大会
- Place of Presentation
  長崎大学（長崎県長崎市）
- Year and Date
  2015-08-26
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 時系列オプティカルフロー場の低ランク+スパースモデルについて2015
- Author(s)
  久原裕貴, 酒井智弥
- Organizer
  画像の認識・理解シンポジウム(MIRU2015)
- Place of Presentation
  ホテル阪急エキスポパーク（大阪府吹田市）
- Year and Date
  2015-07-27
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 時系列2次元オプティカルフロー場の分離および自己運動の分類2015
- Author(s)
  久原裕貴, 酒井智弥
- Organizer
  電気学会電子・情報・システム部門大会
- Place of Presentation
  長崎大学（長崎県長崎市）
- Year and Date
  2015-08-26
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] Optical measurement and analysis of neck surface deformation for swallowing function evaluation2015
- Author(s)
  Toshiaki Miura, Tomoya Sakai, Misako Higashijima
- Organizer
  The 12th International Conference on Ubiquitous Healthcare (u-Healthcare 2015)
- Place of Presentation
  近畿大学（大阪府東大阪市）
- Year and Date
  2015-11-30
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 高次元非線形写像の機械学習によって逆問題を解く2015
- Author(s)
  宮田大輔, 酒井智弥
- Organizer
  電子情報通信学会信号処理研究会
- Place of Presentation
  三重大学（三重県津市）
- Year and Date
  2015-05-14
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 圧縮ELMのアンサンブル化による頑健な高次元非線形写像の機械学習2015
- Author(s)
  宮田大輔, 酒井智弥
- Organizer
  電気学会電子・情報・システム部門大会
- Place of Presentation
  長崎大学（長崎県長崎市）
- Year and Date
  2015-08-26
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 肺聴診音のスパースモデリング2015
- Author(s)
  酒井智弥, 喜安千弥, 宮原末治
- Organizer
  電気学会電子・情報・システム部門大会
- Place of Presentation
  長崎大学（長崎県長崎市）
- Year and Date
  2015-08-26
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] パターン解析のための信号圧縮と再構成について2015
- Author(s)
  志波舜平, 酒井智弥
- Organizer
  電気学会電子・情報・システム部門大会
- Place of Presentation
  長崎大学（長崎県長崎市）
- Year and Date
  2015-08-26
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] Sparse modeling of lung sounds and their separation by convex optimization2015
- Author(s)
  Tomoya Sakai, Senya Kiyasu, Sueharu Miyahara, Yasushi Obase
- Organizer
  International Meeting on High-Dimensional Data Driven Science (HD3-2015)
- Place of Presentation
  メルパルク京都（京都府京都市）
- Year and Date
  2015-12-14
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] Sparse modeling of lung sounds and their separation by convex optimization2015
- Author(s)
  Tomoya Sakai, Senya Kiyasu, Sueharu Miyahara, Yasushi Obase
- Organizer
  International Meeting on High-Dimensional Data Driven Science (HD3-2015)
- Place of Presentation
  メルパルク京都（京都府京都市）
- Year and Date
  2015-12-14
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 高次元の基底学習を回避した圧縮センシングの信号再構成2015
- Author(s)
  志波舜平, 酒井智弥
- Organizer
  画像の認識・理解シンポジウム(MIRU2015)
- Place of Presentation
  ホテル阪急エキスポパーク（大阪府吹田市）
- Year and Date
  2015-07-27
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] Separating background and foreground optical flow fields by low-rank and sparse regularization2015
- Author(s)
  Tomoya Sakai, Hiroki Kuhara
- Organizer
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015)
- Place of Presentation
  Brisbane, Australia
- Year and Date
  2015-04-19
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] マルチテンポラ画像を教師データとする衛星画像のカゴリー分類2014
- Author(s)
  堀多恵美，馬場涼介，薗田光太郎，酒井智弥，喜安千弥
- Organizer
  電子情報通信学会九州支部第22回学生会講演会
- Place of Presentation
  鹿児島大学（鹿児島市）
- Year and Date
  2014-09-20
- Data Source
  KAKENHI-PROJECT-25330199
[Presentation] Learning high-dimensional nonlinear mapping via compressed sensing2014
- Author(s)
  Tomoya Sakai and Daisuke Miyata
- Organizer
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014)
- Place of Presentation
  Florence, Italy
- Year and Date
  2014-05-08
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 圧縮センシングを応用した非線形写像の効率的な機械学習2014
- Author(s)
  宮田大輔、酒井智弥
- Organizer
  画像の認識・理解シンポジウム(MIRU2014)
- Place of Presentation
  岡山コンベンションセンター（岡山市）
- Year and Date
  2014-07-29
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 肺音認識のための信号処理　～連続性ラ音・断続性ラ音の分離と識別2014
- Author(s)
  酒井智弥, 内田貴大, 坂口亜絵梨, 喜安千弥, 宮原末治, 岡三喜男
- Organizer
  PRMU/MI/IE/SIP共催研究会
- Place of Presentation
  名古屋工業大学（名古屋市）
- Year and Date
  2014-05-22
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 呼吸音・連続性ラ音・断続性ラ音を分離する信号処理技術の紹介2014
- Author(s)
  酒井智弥, 宮原末治, 喜安千弥, 朝長正臣, 河野哲也, 土田朋子, 坂本憲穂, 石松祐二, 尾長谷靖, 河野茂
- Organizer
  第39回肺音（呼吸音）研究会
- Place of Presentation
  奈良県新公会堂（奈良市）
- Year and Date
  2014-10-26
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 時系列2次元オプティカルフローの複素数表現と低ランク成分・スパース成分の抽出2014
- Author(s)
  酒井智弥, 久原裕貴, 志波舜平
- Organizer
  第29回信号処理シンポジウム講演論文集
- Place of Presentation
  コミュニティ嵯峨野（京都市）
- Year and Date
  2014-11-13
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 文字を構成する線画の組合せの機械学習2013
- Author(s)
  草野周太, 酒井智弥
- Organizer
  第12回情報科学技術フォーラム
- Place of Presentation
  鳥取大学鳥取キャンパス（鳥取県鳥取市）
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] パターン表現のスパース性に基づく知識発見・獲得の試み2013
- Author(s)
  小松祐太、酒井智弥
- Organizer
  電子情報通信学会PRMU研究会
- Place of Presentation
  京都大学
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] 文字画像のスパースモデリングと文字検出2013
- Author(s)
  草野周太, 小松祐太, 酒井智弥
- Organizer
  第28回信号処理シンポジウム
- Place of Presentation
  海峡メッセ下関（山口県下関市）
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 高次元非線形写像のための圧縮Extreme Learning Machineアルゴリズム2013
- Author(s)
  酒井智弥, 宮田大輔
- Organizer
  第28回信号処理シンポジウム
- Place of Presentation
  海峡メッセ下関（山口県下関市）
- Data Source
  KAKENHI-PROJECT-25330200
[Presentation] 事前過分割を利用した高効率スペクトラルクラスタリングによる医用画像分割2012
- Author(s)
  田中智貴,酒井智弥
- Organizer
  情報処理学会CVIM研究会
- Place of Presentation
  中京大学豊田キャンパス
- Year and Date
  2012-05-24
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] Robust detection of adventitious lung sounds in electronic auscultation signals2012
- Author(s)
  Tomoya Sakai, Madoka Kato, Sueharu Miyahara, Senya Kiyasu
- Organizer
  21st International Conference on Pattern Recognition (ICPR), 2012
- Place of Presentation
  Tsukuba, Japan
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] NN-based Local subspace method for image registration with sparse dictionary2012
- Author(s)
  Hayato Itoh, Atsushi Imiya, Tomoya Sakai
- Organizer
  電子情報通信学会PRMU研究会
- Place of Presentation
  東京農工大
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] 組合せ最適化に基づく未学習クラスの識別と顔画像認識における評価2012
- Author(s)
  小松祐太、酒井智弥
- Organizer
  情報処理学会CVIM研究会
- Place of Presentation
  中京大学豊田キャンパス
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] Interpolation of reference images in sparse dictionary for global image registration2012
- Author(s)
  Hayao Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya
- Organizer
  8th International Symposium, ISVC 2012
- Place of Presentation
  Rethymnon, Crete, Greece
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] An efficient volumetric global image registration2012
- Author(s)
  Shuang Lu, Tomoya Sakai, Atsushi Imiya
- Organizer
  電子情報通信学会MI研究会
- Place of Presentation
  山形大学
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] Sparse representation-based extraction of pulmonary sound components from low-quality auscultation signals2012
- Author(s)
  Tomoya Sakai, Haruka Satomoto, Senya Kiyasu, Sueharu Miyahara
- Organizer
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012)
- Place of Presentation
  国立京都国際会館
- Year and Date
  2012-03-30
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] 事前過分割を利用した高効率スペクトラルクラスタリングによる医用画像分割2012
- Author(s)
  田中智貴、酒井智弥
- Organizer
  情報処理学会CVIM研究会
- Place of Presentation
  中京大学豊田キャンパス
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] 見えに基づくパターン識別における次元削減の影響2012
- Author(s)
  伊東隼人、酒井智弥、井宮淳
- Organizer
  電子情報通信学会PRMU研究会
- Place of Presentation
  山形大学
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] 組合せ最適化に基づく未学習クラスの識別と顔画像認識における評価2012
- Author(s)
  小松祐太,酒井智弥
- Organizer
  情報処理学会CVIM研究会
- Place of Presentation
  中京大学豊田キャンパス
- Year and Date
  2012-05-24
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] 組合せ最適化問題としてのパターン認識と信号処理2011
- Author(s)
  酒井智弥
- Organizer
  電子情報通信学会基礎・境界ソサイエティ大会
- Place of Presentation
  北海道大学
- Year and Date
  2011-09-13
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] スパース表現による異常肺音の抽出2011
- Author(s)
  酒井智弥、里元はるか、喜安千弥、宮原末治
- Organizer
  電子情報通信学会信号処理研究会
- Place of Presentation
  立命館大学
- Year and Date
  2011-05-13
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] スパース表現に基づく識別手法は非線形クラス部分空間に対して頑健か?～見えに基づく物体認識における検証～2011
- Author(s)
  伊東隼人、酒井智弥、井宮淳
- Organizer
  画像の認識・理解シンポジウム(MIRU2011)
- Place of Presentation
  金沢市文化ホール
- Year and Date
  2011-07-20
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] スパース正則化に基づく多重ラベリング:複数物体認識への応用に向けて2010
- Author(s)
  酒井智弥
- Organizer
  画像の認識・理解シンポジウム(MIRU2010)
- Place of Presentation
  釧路
- Year and Date
  2010-07-29
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] スパース正則化に基づく多重ラベリング:複数物体認識への応用に向けて2010
- Author(s)
  酒井智弥
- Organizer
  画像の認識・理解シンポジウム(MIRU2010)
- Place of Presentation
  釧路市感光国際交流センター
- Year and Date
  2010-07-29
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] 部分空間の疎分解に基づくパターン識別法2010
- Author(s)
  伊東隼人、酒井智弥、井宮淳
- Organizer
  情報処理学会CVIM研究会
- Place of Presentation
  名古屋工業大学
- Year and Date
  2010-05-28
- Data Source
  KAKENHI-PROJECT-22700163
[Presentation] 圧縮センシングに基づく超高次元非線形写像の機械学習に関する研究
- Author(s)
  酒井智弥
- Organizer
  科学研究費補助金新学術領域研究「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」2014年度公開シンポジウム
- Place of Presentation
  東京工業大学すずかけ台キャンパス（横浜市）
- Year and Date
  2014-12-15 – 2014-12-17
- Data Source
  KAKENHI-PUBLICLY-26120526
[Presentation] 土地被覆の連続性を考慮した衛星画像の半教師付き分類
- Author(s)
  馬場涼介，薗田光太郎，酒井智弥，喜安千弥
- Organizer
  電子情報通信学会九州支部第21回学生会講演会
- Place of Presentation
  熊本大学（熊本県熊本市）
- Data Source
  KAKENHI-PROJECT-25330199

1. KIYASU Senya (20234388)

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SAKAI Tomoya 酒井 智弥

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Transfer learning from mathematical models and its applications in biomedical engineeringPrincipal Investigator

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圧縮センシングに基づく超高次元非線形写像の機械学習に関する研究Principal Investigator

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Pattern recognition as combinatorial optimization: basic and applied researchPrincipal Investigator

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SAKAI Tomoya 酒井智弥