26-30 July 2026

EMBC 2026

Toronto, Canada
We.1.1.3

Regression Models for Non-Contact Blood Oxygen Saturation Estimation from Facial rPPG Signals using hypoxic data

Sarah Amouri, École de technologie supérieure; David Rivest-Hénault, Thomas Vaughan, Michael Smith, Bruno Falardeau, Linda Pecora, Marc-André Rainville, Di Jiang, National Research Council of Canada; Luc Duong, École de technologie supérieure

Session:
We.1.1: Contactless and Wearable Systems Analysis Oral

Track:
Biomedical Signal Processing

Location:
Room 716A

Presentation Time:
Wednesday, 29 July, 09:00 - 09:15

Session Co-Chairs:
Vincent Leung and Tiancheng Cao
Presentation
Discussion
Resources
No resources available.
Session We.1.1
We.1.1.1: ROBUST, UNOBSTRUSIVE HEART RATE MONITORING FROM BALLISTOCARDIOGRAM SIGNALS USING AN AUTOCORRELATION-BASED PIPELINE WITH TEMPORAL CONSISTENCY VALIDATION
Ajdar Ullah, Ismail Elnagger, Olli Lahdenoja, University of Turku; Jakob Botvidsson, Politecnico di Milano; Usman Azmat, Dipak Nidhi, Sepehr Seifizarei, Arman Anzanpour, University of Turku; Valentina Corino, Politecnico di Milano; Tero Koivisto, Pasi Liljeberg, University of Turku
We.1.1.2: Quality-Guided Dynamic Fusion for Multi-Region In-Vehicle Near-Infrared rPPG Heart Rate Estimation
Xilong Yang, Xuenan Liu, Jianmin Zhang, Xinglian Zhang, Songyang Liu, Hefei University of Technology; Hanyu Yang, Anhui University
We.1.1.3: Regression Models for Non-Contact Blood Oxygen Saturation Estimation from Facial rPPG Signals using hypoxic data
Sarah Amouri, École de technologie supérieure; David Rivest-Hénault, Thomas Vaughan, Michael Smith, Bruno Falardeau, Linda Pecora, Marc-André Rainville, Di Jiang, National Research Council of Canada; Luc Duong, École de technologie supérieure
We.1.1.4: Jugular Venous Height Estimation Through Non-contact Imaging
Mohamad Hosein Davoodabadi Farahani, Miodrag Bolic, Tianyu Zhang, University of Ottawa; Roland Sabbagh, Kasem Salvatore Muça, Terri Zadorsky, Orleans Cardiopulmonary
We.1.1.5: Extraction of Circadian-Related Heart Rate from Long-Term Wearable Data Using State-Space Modeling
Tomoya Tamei, The University of Osaka; Nobue Arimoto, Yamato University; Chieko Tan, Kobe University; Atsue Ishii, The University of Osaka; Hideyuki Shiotani, Kobe Tokiwa University
We.1.1.6: Physically-Constrained Harmonic Separation for Robust Heart and Respiratory Rate Estimation from Wrist Photoplethysmography
Nouhaila Fraihi, International University of Rabat,; Ouassim Karrakchou, International University of Rabat; Mounir Ghogho, Mohammed VI Polytechnic University
Resources
No resources available.