Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks

Heart rate estimation from facial videos using nonlinear mode decomposition and improved consistency check

(2021) Halil Demirezen et al.   Signal Image and Video Processing

A novel one-stage framework for visual pulse rate estimation using deep neural networks

(2021) Bin Huang et al.   Biomedical Signal Processing and Control

PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography

(2021) Rencheng Song et al.   IEEE Journal of Biomedical and Health Informatics

Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread

(2021) Shilpa Sethi et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Deep Learning Methods for Remote Heart Rate Measurement: A Review and Future Research Agenda

(2021) Chun-Hong Cheng et al.   SENSORS

A Review of Deep Learning-Based Contactless Heart Rate Measurement Methods

(2021) Aoxin Ni et al.   SENSORS

iPPG 2 cPPG: Reconstructing contact from imaging photoplethysmographic signals using U-Net architectures

(2021) Frédéric Bousefsaf et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Deep Learning Framework for Heart Rate Estimation from Facial Videos

(2020) Gee-Sern Jison Hsu et al.   NEUROCOMPUTING

Spatial-Spectral-Temporal Fusion for Remote Heart Rate Estimation

(2020) Shiika Kado et al.   IEEE SENSORS JOURNAL

Heart Rate Estimation From Facial Videos Using a Spatiotemporal Representation With Convolutional Neural Networks

(2020) Rencheng Song et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A Review of the State of the Art in Non-Contact Sensing for COVID-19

(2020) William Taylor et al.   SENSORS

Non-Contact Heart Rate Detection When Face Information Is Missing during Online Learning

(2020) Kun Zheng et al.   SENSORS

Stressing the accuracy: Wrist‐worn wearable sensor validation over different conditions

(2019) Luca Menghini et al.   PSYCHOPHYSIOLOGY

EVM-CNN: Real-Time Contactless Heart Rate Estimation From Facial Video

(2018) Ying Qiu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Video-Based Heart Rate Measurement: Recent Advances and Future Prospects

(2018) Xun Chen et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Algorithmic Principles of Remote PPG

(2017) Wenjin Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Unsupervised skin tissue segmentation for remote photoplethysmography

(2017) Serge Bobbia et al.   PATTERN RECOGNITION LETTERS

Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks

(2016) Kaipeng Zhang et al.   IEEE SIGNAL PROCESSING LETTERS

A Novel Algorithm for Remote Photoplethysmography: Spatial Subspace Rotation

(2016) Wenjin Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Image Sensor-Based Heart Rate Evaluation From Face Reflectance Using Hilbert–Huang Transform

(2015) Duan-Yu Chen et al.   IEEE SENSORS JOURNAL

Improved motion robustness of remote-PPG by using the blood volume pulse signature

(2014) G de Haan et al.   PHYSIOLOGICAL MEASUREMENT

Non-contact heart rate monitoring utilizing camera photoplethysmography in the neonatal intensive care unit — A pilot study

(2013) Lonneke A.M. Aarts et al.   EARLY HUMAN DEVELOPMENT

Robust Pulse Rate From Chrominance-Based rPPG

(2013) Gerard de Haan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Non-contact, automated cardiac pulse measurements using video imaging and blind source separation

(2010) Ming-Zher Poh et al.   OPTICS EXPRESS

Remote plethysmographic imaging using ambient light

(2008) Wim Verkruysse et al.   OPTICS EXPRESS