Contactless methods for measuring respiratory rate: A review

C Massaroni, A Nicolo, M Sacchetti… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Recent advances in understanding the importance of respiratory frequency (f R) as a
sensitive marker of a variety of physiopathological stressors are fostering growing interest in …

Sensing systems for respiration monitoring: A technical systematic review

E Vanegas, R Igual, I Plaza - Sensors, 2020 - mdpi.com
Respiratory monitoring is essential in sleep studies, sport training, patient monitoring, or
health at work, among other applications. This paper presents a comprehensive systematic …

Respiration rate and volume measurements using wearable strain sensors

M Chu, T Nguyen, V Pandey, Y Zhou, HN Pham… - NPJ digital …, 2019 - nature.com
Current methods for continuous respiration monitoring such as respiratory inductive or
optoelectronic plethysmography are limited to clinical or research settings; most wearable …

Noncontact respiratory monitoring using depth sensing cameras: A review of current literature

AP Addison, PS Addison, P Smit, D Jacquel, UR Borg - Sensors, 2021 - mdpi.com
There is considerable interest in the noncontact monitoring of patients as it allows for
reduced restriction of patients, the avoidance of single-use consumables and less patient …

Respiratory signal and human stress: Non-contact detection of stress with a low-cost depth sensing camera

Y Shan, S Li, T Chen - International journal of machine learning and …, 2020 - Springer
Psychological stress may cause various health problems. To prevent the potential chronic
illness that long-term psychological stress could cause, it is important to detect and monitor …

PAR-Net: An Enhanced Dual-Stream CNN–ESN Architecture for Human Physical Activity Recognition

IU Khan, JW Lee - Sensors, 2024 - mdpi.com
Physical exercise affects many facets of life, including mental health, social interaction,
physical fitness, and illness prevention, among many others. Therefore, several AI-driven …

Advancements in methods and camera-based sensors for the quantification of respiration

H Rehouma, R Noumeir, S Essouri, P Jouvet - Sensors, 2020 - mdpi.com
Assessment of respiratory function allows early detection of potential disorders in the
respiratory system and provides useful information for medical management. There is a wide …

Chest wall motion analysis in healthy volunteers and adults with cystic fibrosis using a novel Kinect-based motion tracking system

JM Harte, CK Golby, J Acosta, EF Nash, E Kiraci… - Medical & biological …, 2016 - Springer
Respiratory disease is the leading cause of death in the UK. Methods for assessing
pulmonary function and chest wall movement are essential for accurate diagnosis, as well …

Human activity recognition for physical rehabilitation

D Leightley, J Darby, B Li, JS McPhee… - … on Systems, Man, and …, 2013 - ieeexplore.ieee.org
The recognition of human activity is a challenging topic for machine learning. We present an
analysis of Support Vector Machines (SVM) and Random Forests (RF) in their ability to …

Toward respiratory assessment using depth measurements from a time-of-flight sensor

C Sharp, V Soleimani, S Hannuna, M Camplani… - Frontiers in …, 2017 - frontiersin.org
Introduction: There is increasing interest in technologies that may enable remote monitoring
of respiratory disease. Traditional methods for assessing respiratory function such as …