Researcher Information - NAGUMO Kento |

NAGUMO Kento

Department / Course

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

Job Assistant Professor

Academic conference presentation
1.	2025/02/21	Corrected Thermal Imaging and VAE Anomaly Detection for non-Contact Health Monitoring of Field Workers (18th International Joint Conference on Biomedical Engineering Systems and Technologies)
2.	2025/01/22	An Attempt to Estimate Resting Blood Pressure Using Low-Resolution TFI (30th International Symposium on Artificial Life and Robotics)
3.	2025/01/22	Estimation of Stress-Responsive Hemodynamics Based on NIFI with Applied Dimensionality Reduction Methods (30th International Symposium on Artificial Life and Robotics)
4.	2025/01/22	Exploring the Correlation Between Visible, Near-infrared, and Thermal Facial Images and Chronic Stress Indicators (30th International Symposium on Artificial Life and Robotics)
5.	2024/12/11	An exploratory study of optimal wavelength bands for remote blood glucose estimation based on near-infrared spectral facial images. (18th International Conference on Biomedical Engineering (ICBME 2024))
6.	2024/12/11	Driver Vital Signs Sensing on Near-Infrared Facial Images Using Deep Learning (18th International Conference on Biomedical Engineering (ICBME 2024))
7.	2024/11/22	Assessing Chronic Stress Using Self-Similar Features in Facial Thermal Images (The 2024 International Conference on Kansei Engineering and Emotion Research (KEER 2024))
8.	2024/11/22	Feature Extraction Based on Blood Pressure Fluctuation Mechanism in Visible and Near-Infrared Facial Images Using Sparse Coding (The 2024 International Conference on Kansei Engineering and Emotion Research (KEER 2024))
9.	2024/11/21	Familiarity-Based Categorization of Sound Field Context Constituting Atmosphere (The 2024 International Conference on Kansei Engineering and Emotion Research (KEER 2024))
10.	2024/11/12	Required Accuracy of Heartbeat Interval Measurements for Reliable HRV Feature Calculation (IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI’24))
11.	2024/09/14	Correction of Artifacts from Environmental Temperature and Time-of-Day Variations in Facial Thermography for Field Workers’ Health Monitoring (生体医工学シンポジウム)
12.	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)
13.	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)
14.	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)
15.	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)
16.	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)
17.	2023/11/01	Modification Method for Facial Skin Temperature Image Considering Facial Artery Structure (The 4th Quantitative InfraRed Thermography Conference)
18.	2023/10/20	Investigating Dynamics of Heartbeat Rhythm using Pulse Period Tactile Stimuli (26th International Conference on Noise and Fluctuations (ICNF))
19.	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)
20.	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)
21.	2021/11/27	Causal structure analysis of physiological and psychological states on task engagement (International Conference on Intelligent Informatics and BioMedical Sciences 2021)
22.	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)
23.	2021/07/20	Physiological evaluation for task engagement regarding fatigue and refreshment (The 32nd International Congress of Psychology)
24.	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)
25.	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)
26.	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)
27.	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)
28.	2020/09/21	Feature extraction for drowsiness detection using facial skin temperature distribution (15th Quantitative InfraRed Thermography conference 2020)
29.	2020/01/23	Anomaly Detection in Thermal Face Images for Health Management (The 25th International Symposium on Artificial Life and Robotics)
30.	2020/01/23	Derivation of Probability Distributions on Long-term Facial Infrared Images (The 25th International Symposium on Artificial Life and Robotics)
31.	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)
32.	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)
33.	2019/11/23	Influence of Daily Life Behavior with Listening to Music on Stress Structure (International Conference on Intelligent Informatics and BioMedical Sciences 2019)
34.	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)
35.	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)
36.	2016/07/27	Verification of the generality in the process of 'encouragement' (31st International Congress of Psychology)