Rchr
J-GLOBAL ID：201901018356600195
Update date: Sep. 18, 2024
SHINOMIYA Yuki
SHINOMIYA Yuki
Affiliation and department：
Job title：
Associate Professor
Research field (1)：
Intelligent informatics
Research keywords (3)：
Soft Computing
, Machine Learning
, Image Recognition
Research theme for competitive and other funds (2)：
- 2024 - 2027 Verification of the Feasibility of Long-Term Rainfall-Runoff Prediction Using Cascaded-ANFIS and Machine Learning
- 2021 - 2024 MRI画像におけるボクセルデータから点群データへの表現学習
Papers (37)：
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Hibiki Umeda, Yuki Shinomiya. Exploring Whether CNN-Based Segmentation Models Should Extract Features in Earlier or Later Stages for MRI Images. 8th International Workshop on Advanced Computational Intelligence and Intelligent Informatics. 2023
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Harunobu Ariga, Yuki Shinomiya. Effects of Pseudo Labels in Pose Estimation Models Using Semi-supervised Learning. 8th International Workshop on Advanced Computational Intelligence and Intelligent Informatics. 2023
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Harunobu Ariga, Yuki Shinomiya. Validation of annotation reduction in pose estimation models using semi-supervised learning. 39th Fuzzy System Symposium. 2023
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Hibiki Umeda, Yuki Shinomiya. Exploration of the stages at which features should be extracted from MRI images using a CNN-based segmentation model. 39th Fuzzy System Symposium. 2023
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Takumi Mimoto, Yuki Shinomiya, Shinichi Yoshida. Improvement of Fruit Image Recognition AI Models Under Small Data Situations Using Generative Adversarial Networks. SICE Symposium on Intelligent Systems. 2023
ｍore...
MISC (5)：
Lectures and oral presentations (25)：
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Development and validation of the lane-keeping controller using a similarity-type fuzzy reasoning method
(2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 2020)
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深層学習を用いた免疫細胞の自動追跡手法の提案
(第33回バイオメディカル・ファジィ・システム学会年次大会 2020)
-
深層学習による免疫細胞の追跡と活動量の測定
(2020 IEEE SMC Hiroshima Chapter 若手研究会 2020)
-
Vegetable Mass Estimation Based on Monocular Camera Using Convolutional Neural Network
(2020 IEEE International Conference on Systems, Man, and Cybernetics 2020)
-
3D Brain MRI Reconstruction Based On 2D Super-Resolution Technology
(2020 IEEE International Conference on Systems, Man, and Cybernetics, BMI Workshop: New Trends in Neural Interfacing 2020)
ｍore...
Work history (4)：
- 2022/04 - 現在 Shizuoka Institute of Science and Technology Faculty of Informatics Department of Computer Science Associate Professor
- 2019/03 - 2022/03 Kochi University of Technology School of Information Research Associate
- 2020/05 - 2020/12 Osaka University Graduate School of Engineering Science Part-time Lecturer
- 2019/08 - 2019/12 Osaka University Graduate School of Engineering Science Visiting Instructor
Awards (2)：
- 2020/12 - Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems Good Moderator Award
- 2016 - IEEE Computational Intelligence Society Japan Chapter Young Researcher Award An Analysis of Dependency of Prior Probability for Codebook-Based Image Representation
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