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Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation
Heart and respiration rates represent important vital signs for the assessment of a person’s health condition. To estimate these vital …
Heejin Lee
,
Junghwan Lee
,
Yujin Kwon
,
Jiyoon Kwon
,
Sungmin Park
,
Ryanghee Sohn
,
Cheolsoo Park
PDF
DOI
Deep Learning Approach for Detecting Work-Related Stress Using Multimodal Signals
Wonju Seo
,
Namho Kim
,
Cheolsoo Park
,
Sung-Min Park
PDF
DOI
Explainable Sleep Staging Algorithm using a Single-channel Electroencephalogram
Suwhan Baek
,
Jeawoo Baek
,
Hyunsoo Yu
,
Chungseop Lee
,
Cheolsoo Park
PDF
DOI
Automatic Sleep Scoring Using Intrinsic Mode based on Interpretable Deep Neural Networks
Jaewoo Baek
,
Choongseop Lee
,
Hyunsoo Yu
,
Suwhan Baek
,
Seokmin Lee
,
Seungmin Lee
,
Cheolsoo Park
PDF
DOI
End-to-end Automatic Sleep Staging Algorithm using Convolution Neural Network and Bidirectional LSTM
Jaewoo Baek
,
Suwan Baek
,
HyunSu Yu
,
Junghwan Lee
,
Cheolsoo Park
PDF
DOI
Effect of a Recliner Chair with Rocking Motions on Sleep Efficiency
In this study, we analyze the effect of a recliner chair with rocking motions on sleep quality of naps using automated sleep scoring …
Suwhan Baek
,
Hyunsoo Yu
,
Jongryun Roh
,
Jungnyun Lee
,
Illsoo Sohn
,
Sayup Kim
,
Cheolsoo Park
PDF
DOI
Deep Learning-Based Optimal Smart Shoes Sensor Selection for Energy Expenditure and Heart Rate Estimation
Wearable technologies are known to improve our quality of life. Among the various wearable devices, shoes are non-intrusive, …
Heesang Eom
,
Jongryun Roh
,
Yuli Sun Hariyani
,
Suwhan Baek
,
Sukho Lee
,
Sayup Kim
,
Cheolsoo Park
PDF
DOI
Optimal Design of Convolutional Neural Network for EEG-based Authentication
HyeonBin Lee
,
Gwangho Kim
,
Juhyeong Kim
,
Youngshin Kang
,
Cheolsoo Park
PDF
DOI
Efficiently Updating ECG-Based Biometric Authentication Based on Incremental Learning
Recently, the interest in biometric authentication based on electrocardiograms (ECGs) has increased. Nevertheless, the ECG signal of a …
Junmo Kim
,
Geunbo Yang
,
Juhyeong Kim
,
Seungmin Lee
,
Ko Keun Kim
,
Cheolsoo Park
PDF
DOI
0.7-1.0-GHz Switchable Dual-/Single-Band Tunable Bandpass Filter Using a Switchable J-Inverter Cognitive
Young-Ho Cho
,
Cheolsoo Park
,
Sang-Won Yun
PDF
DOI
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