Non-contact heart rate estimation based on singular spectrum component reconstruction using low-rank matrix and autocorrelation

The remote photoplethysmography (rPPG) based on cameras, a technology for extracting pulse wave from videos, has been proved to be an effective heart rate (HR) monitoring method and has great potential in many fields; such as health monitoring. However, the change of facial color intensity caused by...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	PloS one 2022-12, Vol.17 (12), p.e0275544
Hauptverfasser:	Wang, Weibo, Wei, Zongkai, Yuan, Jin, Fang, Yu, Zheng, Yongkang
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Analysis Autocorrelation (Statistics) Autocorrelation function Autocorrelation functions Biology and Life Sciences Cameras Computer and Information Sciences Confidence intervals Correlation coefficient Correlation coefficients Decomposition Engineering and Technology Global optimization Health aspects Heart beat Heart Rate Heart Rate Determination Humans Illumination Measurement Medicine and Health Sciences Methods Monitoring methods Motion Movement Neural networks Optimization Performance assessment Photoplethysmography - methods Physical Sciences Reconstruction Research and Analysis Methods Signal Processing, Computer-Assisted Sparse matrices Sparsity Spectrum analysis Technology application
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!