معرفی
Satoru Hayamizu is a Professor at Waseda University's Green Computing Systems Research Organization, with a career spanning over four decades. His research focuses on Audio-Visual Speech Recognition, Machine Learning, and Medical Informatics, as evidenced by 126 publications and an h-index of 18.
- Education: The University of Tokyo (PhD in Mechanical Engineering)
- Prior affiliations: Gifu University (2002-), National Institute of Advanced Industrial Science and Technology (1981-2001)
Research Interests include:
- Audio-visual speech recognition with sparse representation and DNN techniques
- Development of low-cost CNN-based road condition detection systems
- Swallowing function evaluation using acoustic and image processing
- Human behavior analysis for service operation estimation
Research Trends reveal consistent work in multimodal signal processing (2006-2024), deep learning applications (2012-2024), and medical diagnostic systems (2006-2017). His publications show integration of sparsity modeling (2012-2021), industrial equipment diagnostics (2018-2021), and social impact technologies (2013-2024).
Research Projects funded by Japan Society for the Promotion of Science include:
- Swallowing timing estimation (2018-2021)
- Multimodal silent speech recognition (2016-2020)
- ICT-based piano learning systems (2013-2016)
- Keyword display mechanisms (2010-2012)
Labs & Collaborations include partnerships with Satoshi Tamura (co-author on 12+ papers), Hidekazu Fukai, and Chiyomi Miyajima. His work bridges academic research and industrial applications, particularly in manufacturing AI (2024 book) and Timor-Leste infrastructure monitoring.
