Migyeong Gwak

According to our database, Migyeong Gwak authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Normalization is All You Need: Robust Full-Range Contactless SpO2 Estimation Across Users.

Qijia Shao, Li Zhu, Mohsin Y. Ahmed, Korosh Vatanparvar, Migyeong Gwak, Nafiul Rashid, Jungmok Bae, Jilong Kuang, Alex Gao

Proceedings of the IEEE International Conference on Acoustics, 2024

Multimodal Breathing Rate Estimation Using Facial Motion and RPPG From RGB Camera.

Migyeong Gwak, Korosh Vatanparvar, Li Zhu, Nafiul Rashid, Mohsin Y. Ahmed, Jungmok Bae, Jilong Kuang, Alex Gao

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Enhanced Contactless Heart Rate Monitoring Using Camera with Motion Artifact Removal During Physical Activities.

Korosh Vatanparvar, Jiyang Li, Migyeong Gwak, Li Zhu, Jilong Kuang, Jun Alex Gao

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Contactless Monitoring of Respiratory Rate and Breathing Absence from Head Movements Using an RGB Camera.

Migyeong Gwak, Korosh Vatanparvar, Li Zhu, Jilong Kuang, Jun Alex Gao

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Estimating SpO2 with Deep Oxygen Desaturations from Facial Video Under Various Lighting Conditions: A Feasibility Study.

Michael Chan, Li Zhu, Korosh Vatanparvar, Migyeong Gwak, Jilong Kuang, Alex Gao

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Advancements in Face Alignment Evaluation for Contact-less Vital Sign Detection.

Jicheng Li, Roghayeh Leila Barmaki, Li Zhu, Korosh Vatanparvar, Migyeong Gwak, Jilong Kuang, Alex Gao

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022

Internet of Things (IoT)-Enabled Health Monitoring Systems: Implementation and Validation.

Migyeong Gwak

PhD thesis, 2022

Motion- Based Respiratory Rate Estimation with Motion Artifact Removal Using Video of Face and Upper Body.

Migyeong Gwak, Korosh Vatanparvar, Jilong Kuang, Alex Gao

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Contactless SpO2 Detection from Face Using Consumer Camera.

Li Zhu, Korosh Vatanparvar, Migyeong Gwak, Jilong Kuang, Alex Gao

Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

Respiration Rate Estimation from Remote PPG via Camera in Presence of Non-Voluntary Artifacts.

Korosh Vatanparvar, Migyeong Gwak, Li Zhu, Jilong Kuang, Alex Gao

Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

2021

Smart Insole: Remote Gait Detection Algorithm Using Pressure Sensors For Toe Walking Rehabilitation.

Ghazal Ershadi, Migyeong Gwak, Afshin Aminian, Rahul Soangra, Marybeth Grant-Beuttler, Majid Sarrafzadeh

Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Psychological Stress Detection in Older Adults with Cognitive Impairment Using Photoplethysmography.

Migyeong Gwak, Tyler Davis, Majid Sarrafzadeh, Ellen Woo

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

GAIToe: Gait Analysis Utilizing an IMU for Toe Walking Detection and Intervention.

Ghazal Ershadi, Migyeong Gwak, Jane Liu, Gichan Lee, Afshin Aminian, Majid Sarrafzadeh

Proceedings of the IoT Technologies for Health Care - 8th EAI International Conference, 2021

2020

Anxiety Detection Leveraging Mobile Passive Sensing.

Lionel M. Levine, Migyeong Gwak, Kimmo Kärkkäinen, Shayan Fazeli, Bita Zadeh, Tara Peris, Alexander S. Young, Majid Sarrafzadeh

Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health, 2020

2019

The role of PPG in identification of mild cognitive impairment.

Migyeong Gwak, Ellen Woo, Majid Sarrafzadeh

Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

EXTRA: Exercise Tracking and Analysis Platform for Remote-monitoring of Knee Rehabilitation.

Migyeong Gwak, Shayan Fazeli, Ghazaal Ershadi, Majid Sarrafzadeh, Melina Ghodsi, Afshin Aminian, John A. Schlechter

Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

2018

The Role of Accelerometer and Gyroscope Sensors in Identification of Mild Cognitive Impairment.

Migyeong Gwak, Ellen Woo, Majid Sarrafzadeh

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018