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Role of machine learning in gait analysis: a review
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 …
number of interdependent parameters that were difficult to interpret due to a vast amount of …
Deep learning for quantified gait analysis: a systematic literature review
Over the past few years, there has been notable advancement in the field of Quantified Gait
Analysis (QGA), thanks to machine learning techniques. QGA and gait prediction are areas …
Analysis (QGA), thanks to machine learning techniques. QGA and gait prediction are areas …
Normal and pathological gait classification LSTM model
Computer vision-based clinical gait analysis is the subject of permanent research. However,
there are very few datasets publicly available; hence the comparison of existing methods …
there are very few datasets publicly available; hence the comparison of existing methods …
Calibrated and synchronized multi-view video and motion capture dataset for evaluation of gait recognition
We introduce synchronized and calibrated multi-view video and motion capture dataset for
motion analysis and gait identification. The 3D gait dataset consists of 166 data sequences …
motion analysis and gait identification. The 3D gait dataset consists of 166 data sequences …
A review on the use of Microsoft Kinect for gait abnormality and postural disorder assessment
Gait and posture studies have gained much prominence among researchers and have
attracted the interest of clinicians. The ability to detect gait abnormality and posture disorder …
attracted the interest of clinicians. The ability to detect gait abnormality and posture disorder …
Representation, analysis, and recognition of 3D humans: A survey
Computer Vision and Multimedia solutions are now offering an increasing number of
applications ready for use by end users in everyday life. Many of these applications are …
applications ready for use by end users in everyday life. Many of these applications are …
[HTML][HTML] A global bibliometric and visualized analysis of gait analysis and artificial intelligence research from 1992 to 2022
T Bao, J Gao, J Wang, Y Chen, F Xu… - Frontiers in Robotics …, 2023 - frontiersin.org
Gait is an important basic function of human beings and an integral part of life. Many mental
and physical abnormalities can cause noticeable differences in a person's gait. Abnormal …
and physical abnormalities can cause noticeable differences in a person's gait. Abnormal …
Human gait analysis using machine learning: A review
The gait analysis is interpreted to include an overwhelming number of interrelated
parameters, which, due to the high volume of data and their relationships and is difficult to …
parameters, which, due to the high volume of data and their relationships and is difficult to …
Enhanced skeleton and face 3D data for person re-identification from depth cameras
Person re-identification is typically performed using 2D still images or videos, where
photometric appearance is the main visual cue used to discover the presence of a target …
photometric appearance is the main visual cue used to discover the presence of a target …
Gait recognition from motion capture data
Gait recognition from motion capture data, as a pattern classification discipline, can be
improved by the use of machine learning. This article contributes to the state of the art with a …
improved by the use of machine learning. This article contributes to the state of the art with a …