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Human Activity Recognition (HAR) in Healthcare

Human activity recognition (HAR) is determined through the acquisition of images or kinematic states, which are analyzed by prediction models. The goal of these systems is to correctly classify the data into one of the following categories: gestures, elementary actions that are components of complex...

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Salvato in:
Natura: Online
Lingua:inglese
Pubblicazione: MDPI - Multidisciplinary Digital Publishing Institute 2024
Soggetti:
diet records
eHealth
body mass index
internet of things
social media
HAR
face emotion recognition
face detection
computer vision
deep learning
SNN
ensemble
vectorflow
device displacement
acceleration
wearable devices
data augmentation
patient monitoring
human activity recognition
joint-angle estimation
human motion analysis
inertial sensors
human activity recognition (HAR)
3-axial sensor
image type encoding method
WISDM dataset
CNN
adherence
cardiac rehabilitation
machine learning
prediction
exercise
home-based
familiarization phase
telemonitoring
metaverse
virtual reality
animation
digital games
gaming
qualitative research
WiFi sensing
attention mechanism
channel state information
multi-scale analysis
feature fusion
human action recognition
behaviour analysis
domestic environments
activities of daily living
knowledge discovery in databases
MLP-Mixer
efficiency
n/a
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics
Accesso online:ONIX_20240514_9783036597782_291
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