Jun Alex Gao

Orcid: 0000-0002-3393-5043

Affiliations:
  • Samsung Research America, Mountain View, CA, USA


According to our database1, Jun Alex Gao authored at least 48 papers between 2018 and 2024.

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Bibliography

2024
Freq2Time: Weakly Supervised Learning of Camera-Based RPPG from Heart Rate.
Proceedings of the IEEE International Conference on Acoustics, 2024

Normalization is All You Need: Robust Full-Range Contactless SpO2 Estimation Across Users.
Proceedings of the IEEE International Conference on Acoustics, 2024

Heart Rate Variability Estimation with Dynamic Fine Filtering and Global-Local Context Outlier Removal.
Proceedings of the IEEE International Conference on Acoustics, 2024

Core Body Temperature and its Role in Detecting Acute Stress: A Feasibility Study.
Proceedings of the IEEE International Conference on Acoustics, 2024

Ballistocardiogram-Based Heart Rate Variability Estimation for Stress Monitoring using Consumer Earbuds.
Proceedings of the IEEE International Conference on Acoustics, 2024

Multimodal Breathing Rate Estimation Using Facial Motion and RPPG From RGB Camera.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
BreathIE: Estimating Breathing Inhale Exhale Ratio Using Motion Sensor Data from Consumer Earbuds.
Proceedings of the IEEE International Conference on Acoustics, 2023

Improving Heart Rate and Heart Rate Variability Estimation from Video Through a HR-RR-Tuned Filter.
Proceedings of the IEEE International Conference on Acoustics, 2023

Mouth Breathing Detection Using Audio Captured Through Earbuds.
Proceedings of the IEEE International Conference on Acoustics, 2023

Enhanced Contactless Heart Rate Monitoring Using Camera with Motion Artifact Removal During Physical Activities.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

MM-HAR: Multi-Modal Human Activity Recognition Using Consumer Smartwatch and Earbuds.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

RRDetection: Respiration Rate Estimation Using Earbuds During Physical Activities.
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.
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.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Power Optimized Smartwatch-Earbuds Multimodal System for Monitoring Activities of Daily Living.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Remote Breathing Rate Tracking in Stationary Position Using the Motion and Acoustic Sensors of Earables.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Activity State Tracking Under Non-Restricted Ambulatory Condition.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

Advancements in Face Alignment Evaluation for Contact-less Vital Sign Detection.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

VTMonitor: Tidal Volume Estimation Using Earbuds.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022
Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables.
IEEE J. Biomed. Health Informatics, 2022

BreatheBuddy: Tracking Real-time Breathing Exercises for Automated Biofeedback Using Commodity Earbuds.
Proc. ACM Hum. Comput. Interact., 2022

Coughtrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-Efficient Sensitivity-Prioritized Time Series Classifier.
Proceedings of the IEEE International Conference on Acoustics, 2022

Ubilung: Multi-Modal Passive-Based Lung Health Assessment.
Proceedings of the IEEE International Conference on Acoustics, 2022

Remote Photoplethysmography and Heart Rate Estimation by Dynamic Region of Interest Tracking.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Detecting Physiological Responses Using Multimodal Earbud Sensors.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Motion- Based Respiratory Rate Estimation with Motion Artifact Removal Using Video of Face and Upper Body.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Deep Multivariate Domain Translation for Device Invariant Pulmonary Patient Identification from Cough and Speech Sounds.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Contactless SpO2 Detection from Face Using Consumer Camera.
Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

Real-Time Breathing Phase Detection Using Earbuds Microphone.
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.
Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

Enhancement of Remote PPG and Heart Rate Estimation with Optimal Signal Quality Index.
Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

Deep Audio Spectral Processing for Respiration Rate Estimation from Smart Commodity Earbuds.
Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

A Template Matching Based Cough Detection Algorithm Using IMU Data From Earbuds.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
Towards Early Detection and Burden Estimation of Atrial Fibrillation in an Ambulatory Free-living Environment.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Listen2Cough: Leveraging End-to-End Deep Learning Cough Detection Model to Enhance Lung Health Assessment Using Passively Sensed Audio.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

BreathTrack: Detecting Regular Breathing Phases from Unannotated Acoustic Data Captured by a Smartphone.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Real-Time Limb Motion Tracking with a Single IMU Sensor for Physical Therapy Exercises.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

SpeechSpiro: Lung Function Assessment from Speech Pattern as an Alternative to Spirometry for Mobile Health Tracking.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Device Invariant Deep Neural Networks for Pulmonary Audio Event Detection Across Mobile and Wearable Devices.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

RRMonitor: A Resource-Aware End-to-End System for Continuous Monitoring of Respiration Rate Using Earbuds.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Better Battery Life: Towards Energy-Efficient Smartwatch-Based Atrial Fibrillation Detection in Ambulatory Free-living Environments.
Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

Real-Time 3D Arm Motion Tracking Using the 6-axis IMU Sensor of a Smartwatch.
Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

Towards Motion-Aware Passive Resting Respiratory Rate Monitoring Using Earbuds.
Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

CoughBuddy: Multi-Modal Cough Event Detection Using Earbuds Platform.
Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

2020
BreathEasy: Assessing Respiratory Diseases Using Mobile Multimodal Sensors.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Automated Time Synchronization of Cough Events from Multimodal Sensors in Mobile Devices.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

2018
Recurrent Neural Networks Based Obesity Status Prediction Using Activity Data.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018


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