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Deep learning-enabled triboelectric smart socks for IoT-based gait analysis and VR applications
The era of artificial intelligence and internet of things is rapidly developed by recent advances in wearable electronics. Gait reveals sensory information in daily life containing personal information, regarding identification and healthcare.
Zixuan Zhang, Tianyiyi He, Minglu Zhu
exaly +2 more sources
Clinical Gait Evaluation with Neuromuscular Impairments (Clinical GENI) for spastic cerebral palsy [PDF]
BackgroundGait abnormalities in spastic cerebral palsy (CP) result from four primary neuromuscular impairments: muscle weakness, short muscle-relative-to-skeletal-length, muscle spasticity, and impaired selective motor control.
Kylie Clewes+9 more
doaj +2 more sources
Gait Recognition in the Wild with Dense 3D Representations and A Benchmark [PDF]
Existing studies for gait recognition are dominated by 2D representations like the silhouette or skeleton of the human body in constrained scenes. However, humans live and walk in the unconstrained 3D space, so projecting the 3D human body onto the 2D ...
Jinkai Zheng+5 more
semanticscholar +1 more source
OpenGait: Revisiting Gait Recognition Toward Better Practicality [PDF]
Gait recognition is one of the most critical long-distance identification technologies and increasingly gains popularity in both research and industry communities.
Chao Fan+5 more
semanticscholar +1 more source
Gaitgraph: Graph Convolutional Network for Skeleton-Based Gait Recognition [PDF]
Gait recognition is a promising video-based biometric for identifying individual walking patterns from a long distance. At present, most gait recognition methods use silhouette images to represent a person in each frame.
Torben Teepe+5 more
semanticscholar +1 more source
GaitSet: Cross-View Gait Recognition Through Utilizing Gait As a Deep Set [PDF]
Gait is a unique biometric feature that can be recognized at a distance; thus, it has broad applications in crime prevention, forensic identification, and social security.
Hanqing Chao+4 more
semanticscholar +1 more source
Towards a Deeper Understanding of Skeleton-based Gait Recognition [PDF]
Gait recognition is a promising biometric with unique properties for identifying individuals from a long distance by their walking patterns. In recent years, most gait recognition methods used the person’s silhouette to extract the gait features. However,
Torben Teepe+4 more
semanticscholar +1 more source
Toe-walking in heterozygous carriers of McArdle disease
McArdle disease (glycogen storage disease type V) is a metabolic myopathy often onset in the first decade of life. The main symptoms of the disease include myalgia and fatigue in the first few minutes of exercise, as well as its intolerance, including ...
D. Pomarino+3 more
doaj +1 more source
Foot Assessment Clinical Scales in Charcot-Marie-Tooth Patients: A Scoping Review
IntroductionCharcot-Marie-Tooth disease (CMT) is a slow and progressive peripheral motor sensory neuropathy frequently associated with the cavo-varus foot deformity.
Chiara Rambelli+10 more
doaj +1 more source
In literature, indices of overall walking ability that are based on ground reaction forces have been proposed because of their ease of administration with patients.
Davide Mazzoli+9 more
doaj +1 more source