
OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!
If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.
Requested Article:
A Review of Deep Learning-Based Contactless Heart Rate Measurement Methods
Aoxin Ni, Arian Azarang, Nasser Kehtarnavaz
Sensors (2021) Vol. 21, Iss. 11, pp. 3719-3719
Open Access | Times Cited: 79
Aoxin Ni, Arian Azarang, Nasser Kehtarnavaz
Sensors (2021) Vol. 21, Iss. 11, pp. 3719-3719
Open Access | Times Cited: 79
Showing 1-25 of 79 citing articles:
Camera Measurement of Physiological Vital Signs
Daniel McDuff
ACM Computing Surveys (2022) Vol. 55, Iss. 9, pp. 1-40
Open Access | Times Cited: 86
Daniel McDuff
ACM Computing Surveys (2022) Vol. 55, Iss. 9, pp. 1-40
Open Access | Times Cited: 86
Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review
Malak Abdullah Almarshad, Md Saiful Islam, Saad Al-Ahmadi, et al.
Healthcare (2022) Vol. 10, Iss. 3, pp. 547-547
Open Access | Times Cited: 83
Malak Abdullah Almarshad, Md Saiful Islam, Saad Al-Ahmadi, et al.
Healthcare (2022) Vol. 10, Iss. 3, pp. 547-547
Open Access | Times Cited: 83
Face2PPG: An Unsupervised Pipeline for Blood Volume Pulse Extraction From Faces
Constantino Álvarez Casado, Miguel Bordallo López
IEEE Journal of Biomedical and Health Informatics (2023) Vol. 27, Iss. 11, pp. 5530-5541
Open Access | Times Cited: 42
Constantino Álvarez Casado, Miguel Bordallo López
IEEE Journal of Biomedical and Health Informatics (2023) Vol. 27, Iss. 11, pp. 5530-5541
Open Access | Times Cited: 42
pyVHR: a Python framework for remote photoplethysmography
Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, et al.
PeerJ Computer Science (2022) Vol. 8, pp. e929-e929
Open Access | Times Cited: 49
Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, et al.
PeerJ Computer Science (2022) Vol. 8, pp. e929-e929
Open Access | Times Cited: 49
Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview
Nunzia Molinaro, Emiliano Schena, Sergio Silvestri, et al.
Frontiers in Physiology (2022) Vol. 13
Open Access | Times Cited: 45
Nunzia Molinaro, Emiliano Schena, Sergio Silvestri, et al.
Frontiers in Physiology (2022) Vol. 13
Open Access | Times Cited: 45
Remote photoplethysmography for heart rate measurement: A review
Hanguang Xiao, Tianqi Liu, Yisha Sun, et al.
Biomedical Signal Processing and Control (2023) Vol. 88, pp. 105608-105608
Closed Access | Times Cited: 37
Hanguang Xiao, Tianqi Liu, Yisha Sun, et al.
Biomedical Signal Processing and Control (2023) Vol. 88, pp. 105608-105608
Closed Access | Times Cited: 37
Camera-based physiological measurement: Recent advances and future prospects
Jieying Wang, Caifeng Shan, Lin Liu, et al.
Neurocomputing (2024) Vol. 575, pp. 127282-127282
Closed Access | Times Cited: 8
Jieying Wang, Caifeng Shan, Lin Liu, et al.
Neurocomputing (2024) Vol. 575, pp. 127282-127282
Closed Access | Times Cited: 8
X-iPPGNet: A novel one stage deep learning architecture based on depthwise separable convolutions for video-based pulse rate estimation
Yassine Ouzar, Djamaleddine Djeldjli, Frédéric Bousefsaf, et al.
Computers in Biology and Medicine (2023) Vol. 154, pp. 106592-106592
Open Access | Times Cited: 21
Yassine Ouzar, Djamaleddine Djeldjli, Frédéric Bousefsaf, et al.
Computers in Biology and Medicine (2023) Vol. 154, pp. 106592-106592
Open Access | Times Cited: 21
An Evaluation of Non-Contact Photoplethysmography-Based Methods for Remote Respiratory Rate Estimation
Giuseppe Boccignone, Alessandro D’Amelio, Omar Ghezzi, et al.
Sensors (2023) Vol. 23, Iss. 7, pp. 3387-3387
Open Access | Times Cited: 15
Giuseppe Boccignone, Alessandro D’Amelio, Omar Ghezzi, et al.
Sensors (2023) Vol. 23, Iss. 7, pp. 3387-3387
Open Access | Times Cited: 15
Remote photoplethysmography for heart rate and blood oxygenation measurement: a Review
Pireh Pirzada, Adriana Wilde, David Harris‐Birtill
IEEE Sensors Journal (2024) Vol. 24, Iss. 15, pp. 23436-23453
Closed Access | Times Cited: 5
Pireh Pirzada, Adriana Wilde, David Harris‐Birtill
IEEE Sensors Journal (2024) Vol. 24, Iss. 15, pp. 23436-23453
Closed Access | Times Cited: 5
Heart rate prediction from facial video with masks using eye location and corrected by convolutional neural networks
Kun Zheng, Kangyi Ci, Hui Li, et al.
Biomedical Signal Processing and Control (2022) Vol. 75, pp. 103609-103609
Open Access | Times Cited: 21
Kun Zheng, Kangyi Ci, Hui Li, et al.
Biomedical Signal Processing and Control (2022) Vol. 75, pp. 103609-103609
Open Access | Times Cited: 21
An Embedded System Using Convolutional Neural Network Model for Online and Real-Time ECG Signal Classification and Prediction
Wahyu Caesarendra, Taufiq Aiman Hishamuddin, Daphne Teck Ching Lai, et al.
Diagnostics (2022) Vol. 12, Iss. 4, pp. 795-795
Open Access | Times Cited: 20
Wahyu Caesarendra, Taufiq Aiman Hishamuddin, Daphne Teck Ching Lai, et al.
Diagnostics (2022) Vol. 12, Iss. 4, pp. 795-795
Open Access | Times Cited: 20
LGI-rPPG-Net: A shallow encoder-decoder model for rPPG signal estimation from facial video streams
Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, et al.
Biomedical Signal Processing and Control (2023) Vol. 89, pp. 105687-105687
Closed Access | Times Cited: 11
Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, et al.
Biomedical Signal Processing and Control (2023) Vol. 89, pp. 105687-105687
Closed Access | Times Cited: 11
A robust neural network for privacy-preserving heart rate estimation in remote healthcare systems
Tasnim Nishat Islam, Hafiz Imtiaz
Healthcare Analytics (2024) Vol. 5, pp. 100329-100329
Open Access | Times Cited: 4
Tasnim Nishat Islam, Hafiz Imtiaz
Healthcare Analytics (2024) Vol. 5, pp. 100329-100329
Open Access | Times Cited: 4
Evaluation of contactless respiratory rate measurement: Thermography vs. rPPG
Liao Wang, Chen Zhang, Maik Rosenberger, et al.
Measurement Sensors (2025), pp. 101647-101647
Open Access
Liao Wang, Chen Zhang, Maik Rosenberger, et al.
Measurement Sensors (2025), pp. 101647-101647
Open Access
Diffusion-Phys: noise-robust heart rate estimation from facial videos via diffusion models
Y. Jeong, Young-Seok Choi
Biomedical Engineering Letters (2025)
Closed Access
Y. Jeong, Young-Seok Choi
Biomedical Engineering Letters (2025)
Closed Access
Contact Free human heart rate prediction using LWHRPnet deep learning in real time face and wrist videos
S. Anusha, R. Manjith
Biomedical Signal Processing and Control (2025) Vol. 108, pp. 107930-107930
Closed Access
S. Anusha, R. Manjith
Biomedical Signal Processing and Control (2025) Vol. 108, pp. 107930-107930
Closed Access
Video-based multimodal spontaneous emotion recognition using facial expressions and physiological signals
Yassine Ouzar, Frédéric Bousefsaf, Djamaleddine Djeldjli, et al.
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2022), pp. 2459-2468
Open Access | Times Cited: 18
Yassine Ouzar, Frédéric Bousefsaf, Djamaleddine Djeldjli, et al.
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2022), pp. 2459-2468
Open Access | Times Cited: 18
A deep learning approach to estimate pulse rate by remote photoplethysmography
Lucas Lampier, Carlos Valadão, Leticia Araújo Silva, et al.
Physiological Measurement (2022) Vol. 43, Iss. 7, pp. 075012-075012
Closed Access | Times Cited: 16
Lucas Lampier, Carlos Valadão, Leticia Araújo Silva, et al.
Physiological Measurement (2022) Vol. 43, Iss. 7, pp. 075012-075012
Closed Access | Times Cited: 16
Frugal Heart Rate Correction Method for Scalable Health and Safety Monitoring in Construction Sites
Piotr Sowiński, Kajetan Rachwał, Anastasiya Danilenka, et al.
Sensors (2023) Vol. 23, Iss. 14, pp. 6464-6464
Open Access | Times Cited: 7
Piotr Sowiński, Kajetan Rachwał, Anastasiya Danilenka, et al.
Sensors (2023) Vol. 23, Iss. 14, pp. 6464-6464
Open Access | Times Cited: 7
Conventional and deep learning methods in heart rate estimation from RGB face videos
Abdulkader Helwan, Danielle Azar, Mohammad Khaleel Sallam Ma’aitah
Physiological Measurement (2023) Vol. 45, Iss. 2, pp. 02TR01-02TR01
Closed Access | Times Cited: 7
Abdulkader Helwan, Danielle Azar, Mohammad Khaleel Sallam Ma’aitah
Physiological Measurement (2023) Vol. 45, Iss. 2, pp. 02TR01-02TR01
Closed Access | Times Cited: 7
Heart rate measurement based on spatiotemporal features of facial key points
Xiaowen Chen, Guanci Yang, Yang Li, et al.
Biomedical Signal Processing and Control (2024) Vol. 96, pp. 106650-106650
Closed Access | Times Cited: 2
Xiaowen Chen, Guanci Yang, Yang Li, et al.
Biomedical Signal Processing and Control (2024) Vol. 96, pp. 106650-106650
Closed Access | Times Cited: 2
Estimation of blood pressure waveform from facial video using a deep U-shaped network and the wavelet representation of imaging photoplethysmographic signals
Frédéric Bousefsaf, Théo Desquins, Djamaleddine Djeldjli, et al.
Biomedical Signal Processing and Control (2022) Vol. 78, pp. 103895-103895
Open Access | Times Cited: 11
Frédéric Bousefsaf, Théo Desquins, Djamaleddine Djeldjli, et al.
Biomedical Signal Processing and Control (2022) Vol. 78, pp. 103895-103895
Open Access | Times Cited: 11
Remote Photoplethysmography (rPPG): A State-of-the-Art Review
Pireh Pirzada, Adriana Wilde, Gayle H. Doherty, et al.
medRxiv (Cold Spring Harbor Laboratory) (2023)
Open Access | Times Cited: 6
Pireh Pirzada, Adriana Wilde, Gayle H. Doherty, et al.
medRxiv (Cold Spring Harbor Laboratory) (2023)
Open Access | Times Cited: 6
Continuous Camera-Based Premature-Infant Monitoring Algorithms for NICU
Ádám Nagy, Péter Földesy, Imre Jánoki, et al.
Applied Sciences (2021) Vol. 11, Iss. 16, pp. 7215-7215
Open Access | Times Cited: 15
Ádám Nagy, Péter Földesy, Imre Jánoki, et al.
Applied Sciences (2021) Vol. 11, Iss. 16, pp. 7215-7215
Open Access | Times Cited: 15