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Intelligent Sensors for Human Motion Analysis.
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Abstract
- Summary: The book, "Intelligent Sensors for Human Motion Analysis," contains 17 articles published in the Special Issue of the Sensors journal. These articles deal with many aspects related to the analysis of human movement. New techniques and methods for pose estimation, gait recognition, and fall detection have been proposed and verified. Some of them will trigger further research, and some may become the backbone of commercial systems.
- Subjects :
- History of engineering & technology
Technology: general issues
3D human mesh reconstruction
3D human pose estimation
3D multi-person pose estimation
Azure Kinect
BILSTM
Berg Balance Scale
COVID-19
EMG
F-Formation
FFNN
FMCW
GRU
Kinect v2
LSTM
MFCC
RGB-D sensors
XGBoost
Zed 2i
absolute poses
action units
aggregation function
anomaly detection
artifact classification
artifact detection
artificial intelligence
assessment
balance
biometrics
camera-centric coordinates
computer vision
convolutional neural networks
cyber-physical systems
data augmentation
deep learning
deep neural network
deep-learning
development
diagnosis
elderly
facial expression recognition
facial landmarks
fall risk detection
features fusion
features selection
fuzzy inference
gait analysis
gait parameters
gait recognition
gap filling
generalization
graph convolutional networks
grey wolf optimization
human action recognition
human motion analysis
human motion modelling
human tracking
kinematics
knowledge measure
machine learning
markerless
markerless motion capture
modular sensing unit
motion capture
movement tracking
n/a
neural networks
optical sensing principle
particle swarm optimization
pattern recognition
plantar pressure measurement
pose estimation
posture detection
precedence indicator
recognition
reconstruction
regularized discriminant analysis
robot
rule induction
skeletal data
socially occupied space
telemedicine
time series classification
vital sign
whale optimization algorithm
Subjects
Details
- Language :
- English
- ISBN :
- 9783036550732
9783036550749
books978-3-0365-5074-9 - ISBNs :
- 9783036550732, 9783036550749, and 9783036550749
- Database :
- Jio Institute Digital Library OPAC
- Journal :
- Intelligent Sensors for Human Motion Analysis
- Notes :
- 004134, Journalism, Open Access star Unrestricted online access, Creative Commons https://creativecommons.org/licenses/by/4.0/ cc https://creativecommons.org/licenses/by/4.0/, English
- Publication Type :
- eBook
- Accession number :
- jio.Koha.JDL.2437
- Document Type :
- Book; Electronic document