Biometric Signals Estimation Using Single Photon Camera and Deep Learning

• Published in: Sensors (Basel, Switzerland) Vol. 20; no. 21; p. 6102
• Main Authors: Paracchini, Marco, Marcon, Marco, Villa, Federica, Zappa, Franco, Tubaro, Stefano
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 27.10.2020; MDPI
• Subjects: Algorithms; Biometry; Blood; Cameras; Deep Learning; Face; Heart Rate; Humans; Light; Neural networks; Photoplethysmography; remote photoplethysmography; Respiration; Respiratory Rate; Sensors; Signal processing; Signal Processing, Computer-Assisted; single-photon avalanche diode; Skin; deep learning; heart rate; remote photoplethysmography; single-photon avalanche diode

The problem of performing remote biomedical measurements using just a video stream of a subject face is called remote photoplethysmography (rPPG). The aim of this work is to propose a novel method able to perform rPPG using single-photon avalanche diode (SPAD) cameras. These are extremely accurate c...