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Sensors for Human Activity Recognition

Human activity recognition (HAR) and human behavior recognition (HBR) play increasingly important roles in the digital age. High-quality sensory observations applicable to recognizing users’ activities and behaviors, including electrical, magnetic, mechanical (kinetic), optical, acoustic, thermal, a...

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Format: Online
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
human activity recognition
validation methodology
leave-one-subject-out cross-validation
explainable methods
Shapley additive explanations
machine learning
camera calibration
point-to-point camera distortion calibration
vision-based human activity recognition
speckle pattern
digital image correlation
sensing technique
HAR
semi-supervised learning
adversarial learning
syn-LSTM
smart home
Wi-Fi sensing
multi-location
deep complex network
ankle–foot orthoses
energy consumption
functional electrical stimulation
human in the loop
smart retail
in-store camera
customer behavior recognition
behavior reconstruction
indoor localization
pedestrian dead reckoning
deep learning
GPS
domain generalization
accelerometer
psychological stress
electrocardiogram
heart rate variability
gated recurrent unit
VR high-altitude experiment
wearable devices
n/a
thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBG Medical equipment and techniques
Online Access:ONIX_20230714_9783036575544_51
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