Quantifying prosthetic and intact limb use in upper limb amputees via egocentric video: an unsupervised, at-home study

AJ Spiers, J Cochran, L Resnik… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Analysis of the manipulation strategies employed by upper-limb prosthetic device users can
provide valuable insights into the shortcomings of current prosthetic technology or …

Dimensionality reduction and motion clustering during activities of daily living: Three-, four-, and seven-degree-of-freedom arm movements

Y Gloumakov, AJ Spiers… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper is the first in a two-part series analyzing human arm and hand motion during a
wide range of unstructured tasks. The wide variety of motions performed by the human arm …

Dimensionality reduction and motion clustering during activities of daily living: decoupling hand location and orientation

Y Gloumakov, AJ Spiers… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article is the second in a two-part series analyzing human arm and hand motion during
a wide range of unstructured tasks. In this work, we track the hand of healthy individuals as …

Hand grasp pose prediction based on motion prior field

X Shi, W Guo, W Xu, X Sheng - Biomimetics, 2023 - mdpi.com
Shared control of bionic robot hands has recently attracted much research attention.
However, few studies have performed predictive analysis for grasp pose, which is vital for …

Trajectory control for 3 degree-of-freedom wrist prosthesis in virtual reality: A pilot study

Y Gloumakov, J Bimbo… - 2020 8th IEEE RAS/EMBS …, 2020 - ieeexplore.ieee.org
Controlling a complex upper limb prosthesis, akin to a healthy arm, is still an open challenge
due to the inadequate number of inputs available to amputees. Designs have therefore …

Biomimetic movement-based prosthesis control: dataset of natural movements and reference frame transformation for real-world settings

B Lento - 2024 - theses.hal.science
Myoelectric controls for transhumeral prostheses often lead to high rates of device
abandonment due to their unsatisfactory performance. Grounded on advances in movement …

Contrôle biomimétique de prothèses à partir des mouvements résiduels et d'informations contextuelles

E Ségas - 2023 - theses.hal.science
Bien que pouvant être considérée comme une affection rare, l'absence de tout ou d'une
partie du membre supérieur impacte fortement la qualité de vie des personnes en souffrant …

Entropy and clustering information applied to sEMG classification

LJL Barbosa, O Nogueira, VO Silva… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
The EMG signal is very difficult to classify due to the stochastic complexity of its
characteristics. A way to reduce the complexity of a signal is to use clusters to resize them to …

Dimensionality Reduction and Motion Clustering during Activities of Daily Living: 3, 4, and 7 Degree-of-Freedom Arm Movements

Y Gloumakov, AJ Spiers, AM Dollar - arxiv preprint arxiv:2003.02641, 2020 - arxiv.org
The wide variety of motions performed by the human arm during daily tasks makes it
desirable to find representative subsets to reduce the dimensionality of these movements for …

Trajectory Control For a Myoelectric Prosthetic Wrist

Y Gloumakov, J Bimbo, A Dollar - Myoelectric Controls …, 2020 - conferences.lib.unb.ca
We present a novel method for controlling a myoelectric prosthetic wrist. Five multiple
degree-of-freedom (DOF) wrist trajectories are obtained from healthy participants that …