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Wavelet-Based Spectral Feature Gating for Near-Infrared Remote Photoplethysmography Estimation. [PDF]
Sensors (Basel)Hwang G, Lee SJ.
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A framework for estimating cardiorespiratory fitness from diverse exercise tests. [PDF]
Npj Exerc Med HealthGonzales TI, Wareham N, Brage S.
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ALPINE: Improving Remote Heart Rate Estimation using Contrastive Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision, 2023Heart rate (HR) is a crucial physiological indicator of human health and can be used to detect cardiovascular disorders. The traditional HR estimation methods, such as electrocardiograms (ECG) and photoplethysmographs, require skin contact.
L. Birla +3 more
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Demodulation Based Transformer for rPPG Generation and Heart Rate Estimation
IEEE Signal Processing Letters, 2023As a convenient, efficient and inexpensive medical technology, heart rate (HR) estimation from face videos has gradually become a hot topic and many methods have been exploited to learn a spatial-temporal map for HR estimation.
Xiaobiao Zhang +3 more
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CPulse: Heart Rate Estimation From RGB Videos Under Realistic Conditions
IEEE Transactions on Instrumentation and Measurement, 2023The challenges obscuring contactless heart rate (HR) measurement using an RGB camera to emerge as a reliable alternative to the existing contact-based methods are the reliability and inconsistencies of performance in natural conditions resulting from ...
Arya Deo Mehta, H. Sharma
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MSDN: A Multistage Deep Network for Heart-Rate Estimation From Facial Videos
IEEE Transactions on Instrumentation and Measurement, 2023Noncontact heart-rate (HR) measurement is a very important trend in clinical medicine. Recently, a variety of deep networks have been applied to estimate HRs from facial videos.
Xiaobiao Zhang +5 more
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AND-rPPG: A novel denoising-rPPG network for improving remote heart rate estimation
Comput. Biol. Medicine, 2021Heart rate (HR) estimation is an essential physiological parameter in the field of biomedical imaging. Remote Photoplethysmography (r-PPG) is a pathbreaking development in this field wherein the PPG signal is extracted from non-contact face videos.
Birla Lokendra, Gupta Puneet
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Short-time Heart Rate Estimation Based on 60-GHz FMCW Radar
IEEE International Wireless Symposium, 2023A short-time non-contact heart rate estimation method based on a commercial 60GHz frequency-modulated continuous-wave (FMCW) millimeter-wave radar is proposed in this work.
Zhen-Hao Yang, Zeng-Di Bao
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Heart rate estimation in PPG signals using Convolutional-Recurrent Regressor
Comput. Biol. Medicine, 2022Heart rate monitoring using PPG signal has emerged as an attractive as well as an applied research problem which enjoys a renewed interest in the recent years.
Shahid Ismail, I. Siddiqi, Usman Akram
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