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J-GLOBAL ID：201001027718603514   Update date: Feb. 19, 2025

Kashiwao Tomoaki

カシワオ トモアキ | Kashiwao Tomoaki
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Affiliation and department：
Kindai University Department of Electrical, Electronic and Communication Engineering, Faculty of Science and Engineering

About Kindai University Department of Electrical, Electronic and Communication Engineering, Faculty of Science and Engineering


Job title： Associate Professor
Research field  (4)： Soft computing ,  Control and systems engineering ,  Electronic devices and equipment ,  Intelligent informatics
Research keywords  (5)： Control engineering ,  Machine learning ,  Neural networks ,  LED packaging ,  Hybrid systems
Research theme for competitive and other funds  (7)：
  • 2022 - 2027 Study of sarrogate modeling of LED packaging using artificial intelligence
  • 2019 - 2023 Study of optimal design of LED packaging using artificial intelligence
  • 2017 - 2018 人工知能(AI)を用いた農作物の遠隔監視システムの開発
  • 2017 - 2017 農作物の遠隔監視システムの開発
  • 2016 - 2017 LED Packaginig
Show all
Papers (48)：
  • Tomoaki Kashiwao, Kenji Ikeda, Masaru Tsumori, Kanji Bando. Modeling Techniques for Light Distribution of White LEDs. IEEJ Transactions on Electrical and Electronic Engineering. 2025
  • Tomoaki Kashiwao, Keita Hayashi, Masayuki Hiro, Ryoya Ogino, Mikio Deguchi. Machine Learning-driven Classification of Hand Motion for the 3D-proximity-sensors Unit. IEEJ Journal of Industry Applications. 2024. 13. 2. 165-170
  • Tomoaki Kashiwao. Analysis of White LED Packaging Design Using Machine Learning. Optical and electro-optical engineering contact. 2023. 61. 9. 24-30
  • Tomoaki Kashiwao, Masayuki Hiro, Keita Hayashi, Mikio Deguchi. Machine-learning-based Prediction of the Three-dimensional (3D) Position Coordinates of 3D Proximity Sensing Frames. IEEJ Journal of Industry Applications. 2023. 12. 4. 800-807
  • Tomoaki Kashiwao, Kota Kawakami, Takeshi Ikoma, Kazuhiko Takagi, Daisuke Tanaka, Kenji Ikeda. Real-Time Crossing-Gate Rod Breakage Detection Based on Sequential-Datasets Classification for the Railway Telemeter System. IEEJ Transactions on Electrical and Electronic Engineering. 2023. 18. 7. 1211-1213
ｍore...
MISC (21)：
  • Yuki Hashimoto, Tomoaki Kashiwao, Kasumi Koyama, Tomomi Ito, Ryo Takeda, Atsuko Kubota. Nanoparticle Refractive Indexes for Improving Total Luminous Flux of a White LED with Reduced Encapsulating Resin Transmittance. Proc. of International Symposium on Imaging, Sensing, and Optical Memory 2024. 2024. Tu-E-39. 135-136
  • Ryoue Hirosawa, Masato Toyoda, Tomoaki Kashiwao, Tomomi Ito, Ryo Takeda, Atsuko Kubota. Modeling of Skin Appearance with UV Scattering Agents in Ray-tracing Simulation. Proc. of International Symposium on Imaging, Sensing, and Optical Memory 2024. 2024. Tu-E-37. 131-132
  • Ryoya Ogino, Tomoaki Kashiwao, Keita Hayashi, Yuki Yamamoto, Kodai Higeshiro, Mikio Deguchi. Hand-Motion Classification Based on Machine Learning for the 3D-Proximity-Sensors Unit. Proc. of SICE Annual Conference 2024. 2024. WeBT8.4. 438-441
  • Tomoaki Kashiwao. CNN-based analysis of white LED packaging design. Proc. of 14th International Conference on Optics-photonics Design & Fabrication. 2024
  • Keita Hayashi, Tomoaki Kashiwao, Masayuki Hiro, Mikio Deguchi. Hand Motion Classification in the 3D Proximity Sensors Unit Using Machine Learning. Proc. of IEEJ International Workshop on Sensing, Actuation, Motion Control, and Optimization 2023. 2023. TT7-1. 579-582
ｍore...
Patents (8)：
  • Determining method of physical quantity of metal oxide particles in a light emitting device
  • Optical Simulation method and Program to Perform the Simulation
  • LIGHT EMITTING DEVICE
  • Light Emitting Device, Surface Light Emitting Device, and Packaging for Light Emitting Device
  • LIGHT EMITTING DEVICE (U.S. patent)
ｍore...
Lectures and oral presentations  (59)：
  • CNN-Based Structure Analysis of White LED Packaging
    (FSE Presentation Series, Southern Cross University 2025)
  • Development of surrogate model of a ray-tracing simulation for while LEDpackaging
    (Proc. of 2024 Annual Conference of Electronics, Information and Systems Society, IEEJ 2024)
  • Area Prediction of the White LED Packaging Using Semantic Segmentation
    (Proc. of 2024 Annual Conference of Electronics, Information and Systems Society, IEEJ 2024)
  • Analysis of Gesture Input to 3D Proximity Sensor Using Machine Learning
    (Proc. of 2024 Annual Conference of Electronics, Information and Systems Society, IEEJ 2024)
  • Modeling of Foundation Applied Skin In Ray-tracing Simulation
    (Proc. of 2024 IEEJ Industry Applications Society Conference 2024)
ｍore...
Professional career (1)：
  • Doctor of Engineering (Tokushima University)
Work history (5)：
  • 2018/04 - 現在 Kindai Unisversity Department of Electrical, Electronic and Communication Engineering, Faculty of Science and Engineering Associate Professor
  • 2017/01 - 2018/03 National Institute of Technology, Niihama College Department of Electronics and Control Engineering Associate Professor
  • 2010/04 - 2016/12 National Institute of Technology, Niihama College Department of Electronics and Control Engineering Assistant Professor
  • 2015/04 - 2016/03 Southern Cross University (Australia) School of Environmental Science and Engineering Visiting Fellow
  • 2005/04 - 2010/03 Nichia corporation LED Product Development Department, Product Development Division, Optoelectronics Products BU
Committee career (19)：
  • 2021/12 - 現在 The Institute of Electrical Engineers of Japan Member of Industrial Measurement and Control Technology Committee Primary Member
  • 2021/04 - 2023/03 日本光学会 光科学および光技術調査委員
  • 2021/12 - 2022/01 LED総合フォーラムin徳島2022 実行委員
  • 2019/12 - 2021/11 The Institute of Electrical Engineers of Japan Chairman, Technical Committee on Fundamental Technologies for Diagnosis, Monitoring, and Maintenance,
  • 2019/12 - 2021/11 The Institute of Electrical Engineers of Japan Member of Industrial Measurement and Control Technology Committee Secondary Member
Show all
Awards (1)：
  • 2009/12 - 計測自動制御学会四国支部 奨励賞
Association Membership(s) (3)：
THE INSTITUTE OF ELECTRICAL ENGINEERS OF JAPAN ,  THE ILLUMINATING ENGINEERING INSTITUTE OF JAPAN ,  THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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