Computational sleep behavior analysis: A survey

S Fallmann, L Chen - IEEE Access, 2019 - ieeexplore.ieee.org
Sleep is a key marker of health, as it can either be a cause or a consequence. It is
traditionally studied in clinical environments using dedicated medical devices. Recent …

BodyCompass: Monitoring sleep posture with wireless signals

S Yue, Y Yang, H Wang, H Rahul… - Proceedings of the ACM on …, 2020 - dl.acm.org
Monitoring sleep posture is important for avoiding bedsores after surgery, reducing apnea
events, tracking the progression of Parkinson's disease, and even alerting epilepsy patients …

Artificial neural network for in-bed posture classification using bed-sheet pressure sensors

G Matar, JM Lina, G Kaddoum - IEEE journal of biomedical and …, 2019 - ieeexplore.ieee.org
Pressure ulcer prevention is a vital procedure for patients undergoing long-term
hospitalization. A human body lying posture (HBLP) monitoring system is essential to …

Pressure injury prevention: A survey

S Mansfield, K Obraczka, S Roy - IEEE reviews in biomedical …, 2019 - ieeexplore.ieee.org
Pressure injuries are caused by prolonged pressure to an area of the body, which can result
in open wounds that descend to the bone. Pressure injuries should not occur in healthcare …

Intelligent carpet: Inferring 3d human pose from tactile signals

Y Luo, Y Li, M Foshey, W Shou… - Proceedings of the …, 2021 - openaccess.thecvf.com
Daily human activities, eg, locomotion, exercises, and resting, are heavily guided by the
tactile interactions between the human and the ground. In this work, leveraging such tactile …

Bodies at rest: 3d human pose and shape estimation from a pressure image using synthetic data

HM Clever, Z Erickson, A Kapusta… - Proceedings of the …, 2020 - openaccess.thecvf.com
People spend a substantial part of their lives at rest in bed. 3D human pose and shape
estimation for this activity would have numerous beneficial applications, yet line-of-sight …

CNN-based smart sleep posture recognition system

K Tang, A Kumar, M Nadeem, I Maaz - IoT, 2021 - mdpi.com
Sleep pattern and posture recognition have become of great interest for a diverse range of
clinical applications. Autonomous and constant monitoring of sleep postures provides useful …

In-bed posture classification using deep neural network

L Stern, A Roshan Fekr - Sensors, 2023 - mdpi.com
In-bed posture monitoring has become a prevalent area of research to help minimize the risk
of pressure sore development and to increase sleep quality. This paper proposed 2D and …

Transferable self-supervised instance learning for sleep recognition

A Zhao, Y Wang, J Li - IEEE Transactions on Multimedia, 2022 - ieeexplore.ieee.org
Although the importance of sleep is increasingly recognized, the lack of general and
transferable algorithms hinders scalable sleep assessment in healthy persons and those …

TagSheet: Sleeping posture recognition with an unobtrusive passive tag matrix

J Liu, X Chen, S Chen, X Liu, Y Wang… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
Sleep monitoring plays an important role in many medical applications, including SIDS
prevention, care of patients with pressure ulcers, and assistance to patients with sleep …