Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation

Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation

Heart and respiration rates represent important vital signs for the assessment of a person’s health condition. To estimate these vital signs accurately, we propose a multitask Siamese network model (MTS) that combines the advantages of the Siamese network and the multitask learning architecture. The...

Full description

Bibliographic Details
Main Authors: Heejin Lee, Junghwan Lee, Yujin Kwon, Jiyoon Kwon, Sungmin Park, Ryanghee Sohn, Cheolsoo Park
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
heart rate
respiration rate
contactless technique
deep learning
Siamese network
multitasking
Online Access:https://www.mdpi.com/1424-8220/22/14/5101

Internet

https://www.mdpi.com/1424-8220/22/14/5101

Similar Items