An optimized-LSTM and RGB-D sensor-based human gait trajectory generator for bipedal robot walking
Bipedal robots are gaining significant attention due to their wide range of applications in
various fields such as manufacturing, transportation, rehabilitation, and many others …
various fields such as manufacturing, transportation, rehabilitation, and many others …
Review of gait recognition approaches and their challenges on view changes
W Kusakunniran - IET Biometrics, 2020 - Wiley Online Library
Gait or walking pattern has been known as one of the alternative biometric solutions used in
surveillance monitoring and control. The methods of gait recognition have been developed …
surveillance monitoring and control. The methods of gait recognition have been developed …
Human motion tracking and 3D motion track detection technology based on visual information features and machine learning
X Zhang, Z Xu, H Liao - Neural Computing and Applications, 2022 - Springer
Human motion detection is a major subject of investigation in the field of machine
visualization and synthetic integration. It serves a wide and important spectrum of …
visualization and synthetic integration. It serves a wide and important spectrum of …
Motion recognition algorithm based on deep edge-aware pyramid pooling network in human–computer interaction
L Xu, S Yan, X Chen, P Wang - IEEE Access, 2019 - ieeexplore.ieee.org
Action recognition is an important research direction in computer vision, which has
worldwide applications, such as video surveillance, human-robot interaction and so on. Due …
worldwide applications, such as video surveillance, human-robot interaction and so on. Due …
A motion recognition model for upper-limb rehabilitation exercises
Q Li, Y Liu, J Zhu, Z Chen, L Liu, S Yang, J Li… - Journal of Ambient …, 2023 - Springer
In recent years, autonomous rehabilitation training systems with no or reduced supervision
have attracted much research attentions. It is essential to automatically record and recognize …
have attracted much research attentions. It is essential to automatically record and recognize …
Remote gait analysis as a proxy for traditional gait laboratories: utilizing smartphones for subject-driven gait assessment across differing terrains
Gait analysis has applications in medical diagnosis, biometrics, and development of
therapeutic rehabilitation interventions (such as orthotics, prosthetics, and exoskeletons) …
therapeutic rehabilitation interventions (such as orthotics, prosthetics, and exoskeletons) …
Quaternion statistics applied to the classification of motion capture data
A Świtoński, H Josiński, A Michalczuk… - Expert Systems with …, 2021 - Elsevier
Unit quaternions give quite new possibilities in an analysis of motion capture data. They
provide a compact, holistic axis-angle representation of 3D rotations. An application of …
provide a compact, holistic axis-angle representation of 3D rotations. An application of …
Non-Interlaced Dynamic Time Warping for Distance Between Matrixes
J Li, C Gao, P Yin - Neural Processing Letters, 2022 - Springer
DTW measures is an indication of dissimilarity, which has a wide range of applications in
pattern recognition and machine learning. Nevertheless, it is difficult to directly calculate the …
pattern recognition and machine learning. Nevertheless, it is difficult to directly calculate the …
Gait recognition using histograms of temporal gradients
In this paper, we present a gait recognition method using convolutional features and
histograms of temporal gradients. The method comprises three stages, namely the …
histograms of temporal gradients. The method comprises three stages, namely the …
Combined regularized discriminant analysis and swarm intelligence techniques for gait recognition
T Krzeszowski, K Wiktorowicz - Sensors, 2020 - mdpi.com
In the gait recognition problem, most studies are devoted to developing gait descriptors
rather than introducing new classification methods. This paper proposes hybrid methods that …
rather than introducing new classification methods. This paper proposes hybrid methods that …