Faculty Information

■

Basic Experiments in Electric Engineering, Basic Electronics and Electrical Engineering Ⅰ(Laboratory), Electrical Circuits Ⅲ, Mathematics for Electrical Engineering

■ Specialization and related fields

Life, health and medical informatics, Kansei informatics, Human interface and interaction, Mathematical informatics

■ Academic background

1.	Aoyama Gakuin University Graduated
2.	Aoyama Gakuin University〔Master Course〕 Completed
3.	Aoyama Gakuin University〔Doctorial Course〕 Completed
4.	Aoyama Gakuin University

■ Business career

1.	2018/04～2023/03	TAOS Institute, Inc. Researher
2.	2023/04～	Aoyama Gakuin University College of Science and Engineering Department of Electrical Engineering and Electronics Assistant Professor

■ Belonging society

1.	2019/03～	IEEE (Institute of Electrical and Electronic Engineers)
2.	2019/08～	The Institute of Electrical Engineers of Japan
3.	2021/04～	Society for Psychophysiological Research
4.	2023/11～	Japan Society of Kansei Engineering

■ Winning science prize

1.

2024/03

29th International Symposium on Artificial Life and Robotics Young Author Award

■ Book and thesis

1.	Article	An Optimization for Resting Blood Pressure Estimation Model Based on Independent Components of Facial Thermal Images IEEJ Transactions on Electrical and Electronic Engineering (Collaboration) 2024/02
2.	Article	Evaluation of Cognitive Characteristics of Masticatory Sounds based on Event-related Potentials (Collaboration) 2024/02
3.	Article	Evaluation of Hemodynamics during Emotional Arousal (Collaboration) 2024/02
4.	Article	Drowsiness Estimation Based on Facial Near‐Infrared Images Using Sparse Coding IEEJ Transactions on Electrical and Electronic Engineering (Collaboration) 2023/09
5.	Article	Spatial Feature Extraction for Acute Blood Pressure Fluctuations in Facial Visible Images Using Sparse Coding IEEJ Transactions on Electrical and Electronic Engineering (Collaboration) 2023/09
6.	Article	Feature Extraction for Estimating Acute Blood Glucose Level Variation from Multi-wavelength Facial Images IEEE Sensors Journal (Collaboration) 2023/08
7.	Article	Hemodynamic Estimation Using Sparse Modeling for Facial Thermal Images IEEJ Transactions on Electronics, Information and Systems 143(2),pp.172-177 (Collaboration) 2023/02
8.	Article	Optimization of facial skin temperature-based anomaly detection model considering diurnal variation Artificial Life and Robotics (Collaboration) 2023/01
9.	Article	Attempt to extract features and classify subjective poor physical conditions in facial images using deep metric learning Artificial Life and Robotics (Collaboration) 2022/12
10.	Article	Feature analysis for drowsiness detection based on facial skin temperature using variational autoencoder : a preliminary study Quantitative InfraRed Thermography Journal (Collaboration) 2022/11
11.	Article	Classification of stress coping styles based on time series correlation of face area temperature IEEJ Transactions on Electrical and Electronic Engineering 17(9),pp.1367-1369 (Collaboration) 2022/02
12.	Article	Evaluation of the effects of food intake on task engagement based on psychophysiological states Artificial Life and Robotics 27(1),pp.123-129 (Collaboration) 2022/02
13.	Article	Remote blood pressure sensing using near-infrared wideband LEDs IEEE Sensors Journal 21,pp.24327-24337 (Collaboration) 2021/11
14.	Article	Estimation of resting blood pressure using facial thermal images by separating acute stress variations Artificial Life and Robotics 26(4),pp.473-480 (Collaboration) 2021/10
15.	Article	Relationship Between Long-Term Variability of Facial Hue Information in Physiological and Psychological ROIs and Health Condition IEEE Acess 9,pp.24327-24337 (Collaboration) 2021/10
16.	Article	Spatial normalization of facial thermal images using facial landmarks Artificial Life and Robotics 26(4),pp.473-480 (Collaboration) 2021/10
17.	Article	An attempt to construct the individual model of daily facial skin temperature using variational autoencoder Artificial Life and Robotics 26(4),pp.488-493 (Collaboration) 2021/09
18.	Article	Driver’s Drowsiness Estimation using Nasal Skin Temperature 141(9),pp.506-507 (Collaboration) 2021/09
19.	Article	Effects of the flow state on nasal skin temperature during occupational tasks IEEJ Transactions on Electrical and Electronic Engineering 16(4),pp.650-652 (Collaboration) 2021/04
20.	Article	Anomaly detection in facial skin temperature using variational autoencoder Artificial Life and Robotics 26(1),pp.122-128 (Collaboration) 2021/02
21.	Article	Face alignment in thermal infrared images using cascaded shape regression International Journal of Environmental Research and Public Health 18(4),pp.1776 (Collaboration) 2021/02
22.	Article	Attempt to prevent drowsiness by heat dissipation control IEEJ Transactions on Electrical and Electronic Engineering 15(8),pp.1244-1245 (Collaboration) 2020/08
23.	Article	Drowsiness estimation model based on hemodynamics IEEJ Transactions on Electronics, Information and Systems 140(3),pp.409-410 (Collaboration) 2020/03
24.	Article	Electric circuit model and thermo-hue hemodynamic analysis for non-contact blood pressure measurement IEEJ Transactions on Electronics, Information and Systems 140(1),pp.122-123 (Collaboration) 2020/01
25.	Article	Construction of an individual model for estimating blood pressure using independent components of facial skin temperature considering time variation Journal of Information and Communication Engineering 5(1),pp.264-267 (Collaboration) 2019/12
26.	Article	Effects of daily life behavior with a secondary task on performance and psychophysiological states Journal of Information and Communication Engineering 5(1),pp.275-279 (Collaboration) 2019/12
27.	Article	Model for non-contact blood pressure measurement using the facial feature amount based on amplitude and phase analysis Journal of Information and Communication Engineering 5(1),pp.260-263 (Collaboration) 2019/12
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■ Academic conference presentation

1.	2024/01/25	An exploratory study of regression methods for blood glucose estimation based on near-infrared facial images with wavelengths ranging from 760nm to 1650nm. (29th International Symposium on Artificial Life and Robotics AROB 29th 2024)
2.	2024/01/25	Regression Modeling Using Spatial Features in Facial Thermal Images for Chronic Stress Estimation (29th International Symposium on Artificial Life and Robotics AROB 29th 2024)
3.	2024/01/25	The Effect of Face Orientation on Facial Standardization Using FaceMesh Feature Landmarks in Facial Thermal Images (29th International Symposium on Artificial Life and Robotics AROB 29th 2024)
4.	2024/01/24	Generation of dimensionality-reduced facial thermal image space for stress coping responses (29th International Symposium on Artificial Life and Robotics AROB 29th 2024)
5.	2023/12/06	Discrimination of stress coping style based on facial thermal images applying t-SNE and sparse modeling (The 10th IEEE CSDE 2023, the Asia-Pacific Conference on Computer Science and Data Engineering 2023)
6.	2023/11/01	Modification Method for Facial Skin Temperature Image Considering Facial Artery Structure (The 4th Quantitative InfraRed Thermography Conference)
7.	2023/10/20	Investigating Dynamics of Heartbeat Rhythm using Pulse Period Tactile Stimuli (26th International Conference on Noise and Fluctuations (ICNF))
8.	2022/01/25	Evaluation of the Effect of Environmental Temperature Variations on the Spatial Distribution of Facial Skin Temperature (The 27th International Symposium on Artificial Life and Robotics)
9.	2022/01/25	Physical Deconditioning Detection with the Spatial Distribution of Temperature and Color in the Face using Triplet Loss Function (The 27th International Symposium on Artificial Life and Robotics)
10.	2021/11/27	Causal structure analysis of physiological and psychological states on task engagement (International Conference on Intelligent Informatics and BioMedical Sciences 2021)
11.	2021/09/17	Evaluation of model performance for estimating resting blood pressure using independent components of facial thermal images (IEEE 19th International Symposium on Intelligent Systems and Informatics)
12.	2021/07/20	Physiological evaluation for task engagement regarding fatigue and refreshment (The 32nd International Congress of Psychology)
13.	2021/01/21	An attempt at spatial normalization of facial thermal images based on facial feature points (The 26th International Symposium on Artificial Life and Robotics)
14.	2021/01/21	Separation of circadian and acute-stress blood pressure variations on facial skin temperature distribution (The 26th International Symposium on Artificial Life and Robotics)
15.	2021/01/21	The effects of the jellied nutritional supplement intake on physiological and psychological states and behaviour: An exploratory study (The 26th International Symposium on Artificial Life and Robotics)
16.	2021/01/21	Threshold Selection Methods for Anomaly Detection of Facial Skin Temperature Using Variational Autoencorder (The 26th International Symposium on Artificial Life and Robotics)
17.	2020/09/21	Feature extraction for drowsiness detection using facial skin temperature distribution (15th Quantitative InfraRed Thermography conference 2020)
18.	2020/01/23	Anomaly Detection in Thermal Face Images for Health Management (The 25th International Symposium on Artificial Life and Robotics)
19.	2020/01/23	Derivation of Probability Distributions on Long-term Facial Infrared Images (The 25th International Symposium on Artificial Life and Robotics)
20.	2020/01/23	Observations of Mental, Thermal sweating and Peripheral Skin Temperature during Arousal Level Declining (The 25th International Symposium on Artificial Life and Robotics)
21.	2019/11/23	Construction of model for estimating blood pressure using indepednent components of facial skin temperature considering time variation (International Conference on Intelligent Informatics and BioMedical Sciences 2019)
22.	2019/11/23	Influence of Daily Life Behavior with Listening to Music on Stress Structure (International Conference on Intelligent Informatics and BioMedical Sciences 2019)
23.	2019/11/23	Model for non-contact Blood Pressure Measurement based on the Facial Feature Amount of Amplitude and Phase Analysis (International Conference on Intelligent Informatics and BioMedical Sciences 2019)
24.	2018/01/18	Classification of hemodynamic response to verbal task: effect of task difficulty and task complexity (The 23rd International Symposium on Artificial Life and Robotics)
25.	2016/07/27	Verification of the generality in the process of 'encouragement' (31st International Congress of Psychology)
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