Recently, noncontact monitoring of respiratory rate (RR) based on consumer-level cameras
has gained increasing attention. However, motion artifacts with large amplitudes usually …

Objective. Measuring the respiratory signal from a video based on body motion has been
proposed and recently matured in products for contactless health monitoring. The core …

Nowadays, digitization has opened up various possibilities in the healthcare sector. Smart
healthcare is becoming a field of remarkable transformations and growth in the new era of …

In this paper, we propose a robust respiratory rate (RR) measurement method using a two-
level fusion of video and FMCW (frequency modulated continuous wave) radar information …

Video-based heart and respiratory rate measurements using facial videos are more useful
and user-friendly than traditional contact-based sensors. However, most of the current deep …

Conventional respiration measurement requires a separate device and/or can cause
discomfort, so it is difficult to perform routinely, even for patients with respiratory diseases …

Respiratory rate (RR) is commonly employed for identifying animals experiencing heat-
stress conditions and respiratory diseases. Recent advancements in computer vision …

Video-based motion analysis gave rise to contactless respiration rate monitoring that
measures subtle respiratory movement from a human chest or belly. In this paper, we revisit …

Human respiration reflects meaningful information, such as one's health and psychological
state. Rates of respiration are an important indicator in medicine because they are directly …

Camera-based respiration monitoring is currently focused on the continuous measurement
of respiratory rate, overlooking its potential in lung health assessment. Inspired by …