Human biomechanics and gait form an integral part of life. The gait analysis involves a large
number of interdependent parameters that were difficult to interpret due to a vast amount of …

Human gait is a periodic motion of body segments—the analysis of motion and related
studies is termed gait analysis. Gait Analysis has gained much popularity because of its …

Everyone's walking style is unique, and it has been shown that both humans and computers
are very good at recognizing known gait patterns. It is therefore unsurprising that dynamic …

Accelerometry is a widely used sensing modality in human biomechanics due to its
portability, non-invasiveness, and accuracy. However, difficulties lie in signal variability and …

Classifying tropical wood species pose a considerable economic challenge and failure to
classify the wood species accurately can have significant effects on timber industries …

Gait analysis is used in research and clinical environments; yet several limitations exist in
current methodologies. Markerless systems, utilizing high-speed video and artificial …

Abstract The field of Human Gait Recognition (HGR) leverages unique walking patterns for
non-invasive, discreet biometric identification. This study highlights the importance of …

The recently proposed two-dimensional locality preserving projection (2DLPP) is an
excellent matrix-based dimensionality reduction method. However, the formulation of 2DLPP …

The objective of the current investigation was to conduct a biomechanical analysis of human
gait based on the Unsupervised machine learning–Artificial Intelligence approach. Twenty …

Rapid developments in radiotherapy systems open a new era for the treatment of thoracic
and abdominal tumors with accurate dosimetry [1]. For accurate treatment planning and …