Kent NAGUMO

Profile Information

Affiliation: Assistant Professor, College of Science and Engineering Department of Electrical Engineering and Electronics, Aoyama Gakuin University

Degree: 博士（工学）(Mar, 2022, 青山学院大学)

Researcher number: 80983634
ORCID ID: https://orcid.org/0000-0003-4088-7411
J-GLOBAL ID: 202301009513229530
researchmap Member ID: R000050688

Research Interests

Research Areas

Research History

Apr, 2023 - Present

Assistant professor, College of Science and Engineering Department of Electrical Engineering and Electronics, Aoyama Gakuin University
Apr, 2018 - Mar, 2023

Researcher, TAOS Institute, Inc.

Education

Apr, 2019 - Mar, 2022

Department of Science and Engineering, Graduate School of Science and Engineering, Aoyama Gakuin University
Apr, 2016 - Mar, 2018

Department of Science and Engineering, Graduate School of Science and Engineering, Aoyama Gakuin University
Apr, 2012 - Mar, 2016

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

Awards

May, 2022

Outstanding Paper Presentation Award (Category A Recognition), An Attempt of Sparse Modeling for Facial Skin Temperature Distribution Related to Drowsiness, The Institute of Electrical Engineers of Japan

Atsushi Yoshida, Takumi Torii, Kent Nagumo, Kosuke Oiwa, Akio Nozawa
Jul, 2021

2021 Academic Year Outstanding Achievement Award - Best of the Best, Aoyama Gakuin University

Kent Nagumo

Papers

An Optimization for Resting Blood Pressure Estimation Model Based on Independent Components of Facial Thermal Images

Atsushi Ito, Kent Nagumo, Kosuke Oiwa, Akio Nozawa

IEEJ Transactions on Electrical and Electronic Engineering, Feb 4, 2024 Peer-reviewed
Evaluation of Hemodynamics during Emotional Arousal

Ryo Tozawa, Hao Li, Kosuke Oiwa, Kent Nagumo, Akio Nozawa

IEEJ Transactions on Fundamentals and Materials, 144(2) 81-86, Feb 1, 2024 Peer-reviewed
Evaluation of Cognitive Characteristics of Masticatory Sounds based on Event-related Potentials

Kanta Uotsu, Kosuke Oiwa, Kent Nagumo, Akio Nozawa

IEEJ Transactions on Fundamentals and Materials, 144(2) 51-55, Feb 1, 2024 Peer-reviewed
Drowsiness Estimation Based on Facial Near‐Infrared Images Using Sparse Coding

Tomoro Okajima, Atsushi Yoshida, Kosuke Oiwa, Kent Nagumo, Akio Nozawa

IEEJ Transactions on Electrical and Electronic Engineering, Sep 14, 2023 Peer-reviewed
Feature Extraction for Estimating Acute Blood Glucose Level Variation From Multiwavelength Facial Images

Mayuko Nakagawa, Kosuke Oiwa, Yasushi Nanai, Kent Nagumo, Akio Nozawa

IEEE Sensors Journal, 23(17) 20247-20257, Sep 1, 2023 Peer-reviewed
Spatial Feature Extraction for Acute Blood Pressure Fluctuations in Facial Visible Images Using Sparse Coding

Shoto Yamamoto, Atsushi Yoshida, Kosuke Oiwa, Kent Nagumo, Akio Nozawa

IEEJ Transactions on Electrical and Electronic Engineering, 18(9) 1553-1555, Sep, 2023 Peer-reviewed
Hemodynamic Estimation Using Sparse Modeling for Facial Thermal Images

Ryosuke Nakamura, Kent Nagumo, Kosuke Oiwa, Akio Nozawa

IEEJ Transactions on Electronics, Information and Systems, 143(2) 172-177, Feb 1, 2023 Peer-reviewed
Optimization of facial skin temperature-based anomaly detection model considering diurnal variation

Masahito Takano, Yuki Iwashita, Kent Nagumo, Kosuke Oiwa, Akio Nozawa

Artificial Life and Robotics, 28(2) 394-402, Jan 23, 2023 Peer-reviewed
Attempt to extract features and classify subjective poor physical conditions in facial images using deep metric learning

Takato Hattori, Kent Nagumo, Kosuke Oiwa, Akio Nozawa

Artificial Life and Robotics, 28(2) 381-387, Dec 16, 2022 Peer-reviewed
Feature analysis for drowsiness detection based on facial skin temperature using variational autoencoder : a preliminary study

A. Masaki, K. Nagumo, K. Oiwa, A. Nozawa

Quantitative InfraRed Thermography Journal, 1-15, Nov 2, 2022 Peer-reviewed
Classification of Stress Coping Styles Based on Time Series Correlation of Face Area Temperature

Ryosuke Nakamura, Kent Nagumo, Kosuke Oiwa, Akio Nozawa

IEEJ Transactions on Electrical and Electronic Engineering, 17(9) 1367-1369, Jul 12, 2022 Peer-reviewed
Remote Blood Pressure Sensing Using Near-Infrared Wideband LEDs

Kosuke Oiwa, Yusuke Ozawa, Kent Nagumo, Seiya Nishimura, Yasushi Nanai, Akio Nozawa

IEEE Sensors Journal, 21(21) 24327-24337, Nov 1, 2021 Peer-reviewed
Evaluation of the effects of food intake on task engagement based on psychophysiological states

Nanako Kurogi, Kanako Sakiyama, Shigeru Tominaga, Yoshio Toyama, Kent Nagumo, Kosuke Oiwa, Akio Nozawa

Artificial Life and Robotics, 27(1) 123-129, Oct 27, 2021 Peer-reviewed
Estimation of resting blood pressure using facial thermal images by separating acute stress variations

Yuki Iwashita, Kent Nagumo, Kosuke Oiwa, Akio Nozawa

Artificial Life and Robotics, 26(4) 473-480, Oct 11, 2021 Peer-reviewed
Spatial normalization of facial thermal images using facial landmarks

Kent Nagumo, Kosuke Oiwa, Akio Nozawa

Artificial Life and Robotics, 26(4) 481-487, Oct 9, 2021 Peer-reviewedLead author
Relationship Between Long-Term Variability of Facial Hue Information in Physiological and Psychological ROIs and Health Condition

Kosuke Oiwa, Kentaro Urakami, Bikash Lamsal, Kent Nagumo, Akio Nozawa

IEEE Access, 9 145554-145562, Oct, 2021 Peer-reviewed
An attempt to construct the individual model of daily facial skin temperature using variational autoencoder

Ayaka Masaki, Kent Nagumo, Yuki Iwashita, Kosuke Oiwa, Akio Nozawa

Artificial Life and Robotics, 26(4) 488-493, Sep 24, 2021 Peer-reviewed
Driver’s Drowsiness Estimation using Nasal Skin Temperature

Ryohei Isomoto, Ryota Kozono, Kento Nagumo, Akio Nozawa, Yuichi Tanji, Hirotoshi Asano

IEEJ Transactions on Fundamentals and Materials, 141(9) 506-507, Sep 1, 2021 Peer-reviewed
Effects of the Flow State on Nasal Skin Temperature during Occupational Tasks

Ryo Kasho, Kent Nagumo, Kosuke Oiwa, Akio Nozawa

IEEJ Transactions on Electrical and Electronic Engineering, 16(4) 650-652, Feb 25, 2021 Peer-reviewed
Face Alignment in Thermal Infrared Images Using Cascaded Shape Regression

Kent Nagumo, Tomohiro Kobayashi, Kosuke Oiwa, Akio Nozawa

International Journal of Environmental Research and Public Health, 18(4) 1776-1776, Feb 12, 2021 Peer-reviewedLead author

Presentations

125

UMAPを用いた顔面熱画像におけるストレス対処応答の判別

大山翔之祐, 小山史織, 南雲健人, 野澤昭雄

令和6年電気学会全国大会, Mar 16, 2024
オフィス空間映像提示による自他組織への影響評価

峯嶋智也, 中里拓也, 橋本一生, 小林彰人, 岩本慧悟, 南雲健人, 野澤昭雄

令和6年電気学会全国大会, Mar 14, 2024
衣服の印象から着服時の心理応答を予測できるのか？

南雲健人, 松井恵莉香, 野澤昭雄

第19回日本感性工学会春季大会, Mar 8, 2024
顔面熱画像を用いたストレス対処様式判別モデルにおける特徴抽出方法の改善

葛馬康介, 岡嶋智朗, 吉田篤史, 南雲健人, 野澤昭雄

第19回日本感性工学会春季大会, Mar 8, 2024
顔色変動の色空間特徴に基づく慢性ストレスの推定モデル

門倉昌矢, 木村心優, 高野聖仁, 南雲健人, 野澤昭雄

第19回日本感性工学会春季大会, Mar 8, 2024
音声情報の無意味化を目的とした音声処理方法

安藤有康, 古永家佳大, 橋本一生, 小林彰人, 岩本慧俉, 南雲健人, 野澤昭雄

第19回日本感性工学会春季大会, Mar 7, 2024
自覚的体調アンケートにおける直感的回答を促す絵文字パターン推定モデル

永井翔, 藤田龍太郎, 木村心優, 南雲健人, 野澤昭雄

第19回日本感性工学会春季大会, Mar 7, 2024
スイングボードを用いたゴルフストローク訓練動作の経時的分析

長谷川陸, 大坪千宏, 南雲健人, 野澤昭雄

電子情報通信学会総合大会, Mar 7, 2024
TFI血圧推定法における高血圧推定精度向上に寄与する空間特徴成分の探索

古舘花, 伊藤敦史, 南雲健人, 野澤昭雄

電子情報通信学会総合大会, Mar 6, 2024
顔面皮膚温度分布及び主観的体調評価の個人内変動に着目した体調判別

北脇千歳, 高野聖仁, 南雲健人, 野澤昭雄

電子情報通信学会総合大会, Mar 6, 2024
An exploratory study of regression methods for blood glucose estimation based on near-infrared facial images with wavelengths ranging from 760nm to 1650nm.

Mayuko Nakagawa, Kosuke Oiwa, Yasushi Nanai, Kent Nagumo, Akio Nozawa

29th International Symposium on Artificial Life and Robotics AROB 29th 2024, Jan 25, 2024
Regression Modeling Using Spatial Features in Facial Thermal Images for Chronic Stress Estimation

Miyu Kimura, Masahito Takano, Kent Nagumo, Akio Nozawa

29th International Symposium on Artificial Life and Robotics AROB 29th 2024, Jan 25, 2024
The Effect of Face Orientation on Facial Standardization Using FaceMesh Feature Landmarks in Facial Thermal Images

Atsushi Yoshida, Masahito Takano, Kent Nagumo, Akio Nozawa

29th International Symposium on Artificial Life and Robotics AROB 29th 2024, Jan 25, 2024
Generation of dimensionality-reduced facial thermal image space for stress coping responses

Shiori Oyama, Kent Nagumo, Akio Nozawa

29th International Symposium on Artificial Life and Robotics AROB 29th 2024, Jan 24, 2024
顔面皮膚温度に基づく異常検知のためのフラクタル画像によるVAEの事前学習

高野聖仁, 南雲健人, 野澤昭雄

電気学会計測/知覚情報合同研究会, Dec 7, 2023
Discrimination of stress coping style based on facial thermal images applying t-SNE and sparse modeling

Shiori Oyama, Kent Nagumo, Akio Nozawa

The 10th IEEE CSDE 2023, the Asia-Pacific Conference on Computer Science and Data Engineering 2023, Dec 6, 2023
オフィス空間音声における個人性情報に関する心理評価

安藤有康, 古永家佳大, 橋本一生, 小林彰人, 岩本慧俉, 南雲健人, 野澤昭雄

第25回日本感性工学会大会, Nov 22, 2023
UMAPを用いた顔面熱画像に基づくストレス対処応答の類型化

大山翔之祐, 小山史織, 南雲健人, 野澤昭雄

第25回日本感性工学会大会, Nov 22, 2023
スイングボードを用いた身体制御のゆらぎ解析

長谷川陸, 大坪千宏, 南雲健人, 野澤昭雄

第25回日本感性工学会大会, Nov 22, 2023
顔面可視画像における日常的な心的ストレスに関する特徴量の抽出

門倉昌矢, 木村心優, 高野聖仁, 南雲健人, 野澤昭雄

第25回日本感性工学会大会, Nov 22, 2023

Teaching Experience

Apr, 2024 - Present

Mathematics for Electrical Engineering (Aoyama Gakuin University)
Apr, 2023 - Present

Basic Electronics and Electrical Engineering Ⅰ(Laboratory) (Aoyama Gakuin University)
Apr, 2023 - Present

Basic Experiments in Electric Engineering (Aoyama Gakuin University)
Apr, 2023 - Present

Electrical Circuits Ⅲ (Aoyama Gakuin University)

Professional Memberships

Nov, 2023 - Present

Japan Society of Kansei Engineering
Apr, 2021 - Present

Society for Psychophysiological Research
Aug, 2019 - Present

The Institute of Electrical Engineers of Japan
Mar, 2019 - Present

IEEE (Institute of Electrical and Electronic Engineers)

Industrial Property Rights

Academic Activities

29th International Symposium on Artificial Life and Robotics (AROB 29th 2024), OS16: System Sensing and Its Applications 1, Co-Chair

Panel moderator, session chair, etc.

Jan 25, 2024
第25回日本感性工学会大会、[3E02] 感性に係る計測・評価技術に関する分野，座長

Panel moderator, session chair, etc.

Nov 22, 2023

Profile Information

Research Interests

Research Areas

Research History

Education

Awards

Papers

Presentations

Teaching Experience

Professional Memberships

Industrial Property Rights

Academic Activities

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