Hideaki Hayashi

Research Interests

    [Biosignal analysis] [Neural networks] [Probabilistic models]
    • Probabilistic generative models
    • Sparse Bayesian learning
    [Image analysis]
    • Font image generation using Generative adversarial networks (GANs) [KNOSYS 2019]
    • MRI generation using GANs and its application to data augmentation [ISBI 2018]
    • Endoscopic image analysis
    • Ultrasound image analysis

Publications

Brief Biography

    1989 Born in Hiroshima city, Japan.
    2012 Received B.E. degree from Hirshima University.
    2014 Received M.E. degree from Hirshima University.
    2015 Research Fellow of the Japan Society for the Promotion of Science(DC2)
    2016 Received Dr.Eng. degree from Hirshima University.
    2016 Research Fellow of the Japan Society for the Promotion of Science(PD)
    2017 Assistant Professor of Faculty of Information Science and Electrical Engineering, Kyushu University.

Contact

    Human Interface Laboratory,
    Department of Advanced Information Technology, Kyushu University.
    744, Motooka, Nishi-ku, Fukuoka-shi, 819-0395 JAPAN
    E-mail: hayashi[_at_]ait.kyushu-u.ac.jp