A systematic review of the application of camera-based human pose estimation in the field of sport and physical exercise

A Badiola-Bengoa, A Mendez-Zorrilla - Sensors, 2021 - mdpi.com
Human Pose Estimation (HPE) has received considerable attention during the past years,
improving its performance thanks to the use of Deep Learning, and introducing new …

Using sensors and deep learning to enable on-demand balance evaluation for effective physical therapy

W Wei, C Mcelroy, S Dey - IEEE Access, 2020 - ieeexplore.ieee.org
In traditional physical therapy, balance evaluation is performed by the physical therapist (PT)
intermittently during clinic visits, which is subjective, inconvenient, and time-consuming. In …

Evaluation of center of mass estimation for obese using statically equivalent serial chain

E Chebel, B Tunc - Scientific Reports, 2022 - nature.com
The complex structure of the human body makes its center of mass (CoM) estimation very
challenging. The typically used estimation methods usually suffer from large estimation …

Karate first Kata performance analysis and evaluation with computer vision and machine learning

G Elkess, S Elmoushy, A Atia - 2023 International Mobile …, 2023 - ieeexplore.ieee.org
Karate kata is a martial art that involves performing a sequence of movements with accuracy
and speed. In this paper, we present a system capable of automatically recognizing and …

Stillness moves: Exploring body weight-transfer learning in physical training for tai-chi exercise

HH Lin, PH Han, KY Lu, CH Sun, PY Lee… - Proceedings of the 1st …, 2018 - dl.acm.org
Body weight-transfer plays an important role in many exercises. The correlation of the body
posture, movement, and weight-transfer will mutually affect the trainee to do well in …

Center of mass estimation for balance evaluation using convolutional neural networks

W Wei, S Dey - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
The Center of Mass (CoM) position of the human body is an important indicator when
evaluating a person's balance ability. Traditionally the CoM position is measured using …

System and method for providing multi-camera 3D body part labeling and performance metrics

J Devassy, P Walsh - US Patent 11,521,411, 2022 - Google Patents
A system and method for providing multi-camera 3D body part labeling and performance
metrics includes receiving 2D image data and 3D depth data from a plurality image capture …

Estimating the center of mass of human-exoskeleton systems with physically coupled serial chain

R Huang, Z Peng, S Guo, K Shi, C Zou… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Estimating the center of mass (CoM) is essential for both gait planning and controlling of
lower limb exoskeletons. Different from CoM estimation in human and humanoid robots, a …

[图书][B] Using sensors and ai to enable on-demand virtual physical therapist and balance evaluation at home

W Wei - 2020 - search.proquest.com
The effectiveness of traditional physical therapy may be limited by the sparsity of time a
patient can spend with the physical therapist (PT) and the inherent difficulty of self-training …

[PDF][PDF] Human Motion Capture Based on Geometric Consistency Using Visual and Inertial Sensors

T Kaichi - 2022 - koara.lib.keio.ac.jp
The automatic capture of human motion has attracted much attention in computer vision and
biomechanics communities. The research in this area has aimed to obtain indicators that …