Rchr
J-GLOBAL ID：200901088092536613
Update date: Apr. 09, 2024
Mitani Yoshihiro
ミタニ ヨシヒロ | Mitani Yoshihiro
Affiliation and department：
Job title：
Professor
Research field (1)：
Intelligent informatics
Research keywords (4)：
画像処理
, パターン認識
, Image Processing
, Pattern Recognition
Research theme for competitive and other funds (1)：
- 2013 - 2016 A desing of a computer-aided diagnosis system for classifying diffuse lung opacities in thin-section computed tomography images
Papers (77)：
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Kazuma Nakata, Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai, Isao Sakaida. Automatic ROI Selection with Reliability Evaluation Method for Cirrhosis Detection using Ultrasound Images. IEEJ Transactions on Electrical and Electronic Engineering. 2024. 19. 7
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Yoshihiro Mitani, Naoki Yamaguchi, Yusuke Fujita, Yoshihiko Hamamoto. Evaluation of Transfer Learning for Handwritten Character Classification Using Small Training Samples. Journal of Image and Graphics. 2023. 11. 1. 21-25
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Yoshihiro Mitani, Naoki Yamaguchi, Yusuke Fujita, Yoshihiko Hamamoto. Effects of transfer learning for handwritten digit classification in a small training sample size situation. Proceedings of the 2022 5th Artificial Intelligence and Cloud Computing Conference. 2022
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Yusuke Fujita, Kaito Ishihara, Kazuma Nakata, Yoshihiko Hamamoto, Makoto Segawa, Isao Sakaida, Yoshihiro Mitani, Shuji Terai. Weakly Supervised Multiple Instance Learning for Liver Cirrhosis Classification using Ultrasound Images. 2022 7th International Conference on Intelligent Informatics and Biomedical Science (ICIIBMS). 2022
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Yoshihiro Mitani, Robert B. Fisher, Yusuke Fujita, Yoshihiko Hamamoto, Isao Sakaida. Image Correction Methods for Regions of Interest in Liver Cirrhosis Classification on CNNs. Sensors. 2022. 22. 9. 3378-3378
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MISC (16)：
Books (5)：
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The use of a local histogram feature vector of classifying diffuse lung opacities in high-resolution computed tomography
Advanced Research in Applied Artificial Intelligence, He Jiang, Wei Ding, Moonis Ali, and Xindong Wu (Eds.), Springer-Verlag, LNAI 7345, pp. 343-350 2012
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A method for reading a resistor by image processing techniques
Knowledge-Based Intelligent Information and Engineering Systems, I. Lovrek, R. J. Howlett, and L. C. Jain (Eds.), Springer-Verlag, LNAI 5177, Part I, pp.433-439 2008
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A study on nonparametric classifiers for a CAD system of diffuse lung opacities in thin-section computed tomography images
Knowledge-Based Intelligent Information & Engineering Systems, M. Gh. Negoita et al.(Eds.), Springer-Verlag, LNAI 3213, Part I, pp.608-613 2004
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Combined features for classifying diffuse lung opacities in thin-section computed tomography images
Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, Frontiers in Aritificial Intelligence and Applications, E. Damiani et al.(Eds.), IOS Press, Vol. 82, PartI, pp.121-125 2002
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A Gabor filter based CAD system for coloring diffuse lung opacities in thins-ection computed tomography
Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, Frontiers in Artificial Intelligence and Applications, N. Baba et al.(Eds.), IOS Press, Vol. 69, PartII, pp.1340-1344 2001
Lectures and oral presentations (20)：
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Mモード超音波画像におけるHLAC特徴を用いた肝硬変識別
(第15回IEEE広島支部学生シンポジウム論文集,鳥取 2013)
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Mモード超音波画像におけるHLAC特徴を用いた肝硬変識別の一手法
(平成25年度(第64回)電気・情報関連学会中国支部連合大会,p.12,岡山 2013)
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タッチパネルを用いた学内検索システムの開発
(第10回情報科学技術フォーラム,pp.577-578 (第4分冊),函館 2011)
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タッチパネルを用いた情報処理システムの指導
(平成23年度全国高専教育フォーラム教育研究活動発表概要集,pp.289-290 2011)
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HSI変換によるパンシャープン画像に関する一評価
(平成22年電気学会全国大会講演論文集,p46(第3分冊),東京 2010)
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Professional career (1)：
- Doctor (Engineering) (Yamaguchi University)
Association Membership(s) (2)：
IEEE
, THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS
