Researcher Information - NOZAWA Akio |

（Last updated : 2024-03-30 11:51:27）

NOZAWA Akio

Department / Course

Aoyama Gakuin University College of Science and Engineering Department of Electrical Engineering and Electronics

Job Professor

Specialization and related fields
Life, health and medical informatics, Mechanics and mechatronics, Intelligent robotics, Power engineering, Soft computing, Intelligent robotics, Cognitive science

Academic background
1.	Aoygama Gakuin University Ph.D. in Engineering

Business career
1.	2002/04/01 ～ 2006/08/31	Research Associate Aoyama Gakuin University College of Science and Engineering Department of Electrical Engineering and Electronics
2.	2012/04/01 ～ 2017/03/31	Associate Professor Aoyama Gakuin University College of Science and Engineering Department of Electrical Engineering and Electronics
3.	2017/04/01 ～	Professor Aoyama Gakuin University College of Science and Engineering Department of Electrical Engineering and Electronics

Belonging society
1.	2003/09 ～	Institute of Electronics, Information and Communication Engineers
2.	2010/03 ～	The Institute of Electrical and Electronics Engineers, Inc.

Winning science prize
1.	2015/01	20th ISAROB Young Author Award (Interrelation Analysis of Vehicle Operating Data and Respiration)

Official position and committee in Univ.
1.	2019/04/01 ～ 2021/03/31	Aoyama Gakuin University Chair

Book and thesis
1.	Papers	Spatial Feature Extraction for Acute Blood Pressure Fluctuations in Facial Visible Images Using Sparse Coding IEEJ Transactions on Electrical and Electronic Engineering 18 (9) (Co-authored) 2023/09
2.	Papers	Feature Extraction for Estimating Acute Blood Glucose Level Variation from Multi-wavelength Facial Images IEEE Sensors Journal (Co-authored) 2023/07
3.	Papers	Hemodynamic Estimation Using Sparse Modeling for Facial Thermal Images IEEJ Transactions on Electronics, Information and Systems 142 (2),pp.172-177 (Co-authored) 2023/02
4.	Papers	Optimization of Facial Skin Temperature-Based Anomaly Detection Considering Diurnal Variation Artificial Life and Robotics 28,pp.394-402 (Co-authored) 2023/01
5.	Papers	Attempt to extract features and classify subjective poor physical conditions in facial images using deep metric learning Artificial Life and Robotics 28 (2),pp.381-387 (Co-authored) 2022/12
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Academic conference presentation
1.	2022/01/25	An optimization of anomaly detection algorithms considering diurnal variation in facial skin temperature using VAE (27th International Symposium on Artificial Life and Robotics (AROB 27th 2022))
2.	2022/01/25	Evaluation of the Effect of Environmental Temperature Variations on the Spatial Distribution of Facial Skin Temperature (27th International Symposium on Artificial Life and Robotics (AROB 27th 2022))
3.	2022/01/25	Physical Deconditioning Detection with the Spatial Distribution of Temperature and Color in the Face using Triplet Loss Function (27th International Symposium on Artificial Life and Robotics (AROB 27th 2022))
4.	2021/11/27	An attempt to construct a general model for resting blood pressure estimation using independent components of facial thermal images (International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS 2021))
5.	2021/11/27	Causal structure analysis of physiological and psychological states on task engagement (International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS 2021))
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