Vision Transformers (ViT) for Blanket-Penetrating Sleep Posture Recognition Using a Triple Ultra-Wideband (UWB) Radar System

Sleep posture recognition based on machine learning: A systematic review

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A Survey on Vision Transformer

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A Night-Time Monitoring System (eNightLog) to Prevent Elderly Wandering in Hostels: A Three-Month Field Study

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Markerless Gait Classification Employing 3D IR-UWB Physiological Motion Sensing

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Multi-Feature Transformer-Based Learning for Continuous Human Motion Recognition with High Similarity Using mmWave FMCW Radar

(2022) Yuh-Shyan Chen et al.   SENSORS

Gait-ViT: Gait Recognition with Vision Transformer

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Ensembles of data-efficient vision transformers as a new paradigm for automated classification in ecology

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Depth-Camera-Based Under-Blanket Sleep Posture Classification Using Anatomical Landmark-Guided Deep Learning Model

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Wrist accelerometry for monitoring dementia agitation behaviour in clinical settings: A scoping review

(2022) James Chung-Wai Cheung et al.   Frontiers in Psychiatry

CSI-Former: Pay More Attention to Pose Estimation with WiFi

(2022) Yue Zhou et al.   Entropy

Night-Time Monitoring System (eNightLog) for Elderly Wandering Behavior

(2021) James Chung-Wai Cheung et al.   SENSORS

Low-cost plastic optical fiber sensor embedded in mattress for sleep performance monitoring

(2021) Pengfei Han et al.   OPTICAL FIBER TECHNOLOGY

An empirical survey of data augmentation for time series classification with neural networks

(2021) Brian Kenji Iwana et al.   PLoS One

A Blanket Accommodative Sleep Posture Classification System Using an Infrared Depth Camera: A Deep Learning Approach with Synthetic Augmentation of Blanket Conditions

(2021) Andy Yiu-Chau Tam et al.   SENSORS

Hand Gesture Recognition Using an IR-UWB Radar with an Inception Module-Based Classifier

(2020) Shahzad Ahmed et al.   SENSORS

Human Vital Signs Detection Methods and Potential Using Radars: A Review

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SleepPoseNet: Multi-View Learning for Sleep Postural Transition Recognition Using UWB

(2020) Maytus Piriyajitakonkij et al.   IEEE Journal of Biomedical and Health Informatics

Sleeping mattress determinants and evaluation: a biomechanical review and critique

(2019) Duo Wai-Chi Wong et al.   PeerJ

Quantified Activity Measurement for Medical Use in Movement Disorders through IR-UWB Radar Sensor

(2019) Daehyeon Yim et al.   SENSORS

Bearing Fault Diagnosis with a Feature Fusion Method Based on an Ensemble Convolutional Neural Network and Deep Neural Network

(2019) Li et al.   SENSORS

A Novel Non-contact Heart Rate Monitor Using Impulse-Radio Ultra-Wideband (IR-UWB) Radar Technology

(2018) Yonggu Lee et al.   Scientific Reports

Prevalence of obstructive sleep apnea in the general population: A systematic review

(2017) Chamara V. Senaratna et al.   SLEEP MEDICINE REVIEWS

An Improved Algorithm for Through-Wall Target Detection Using Ultra-Wideband Impulse Radar

(2017) Xiaolin Liang et al.   IEEE Access

Senior residents’ perceived need of and preferences for “smart home” sensor technologies

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