Figure 2
1 Marey's motion capture suit 2 Exposure showing model as well as suit markers (Adapted from http://www.acmi.net.au/AIC/MAREY_BIO.html)
Source publication
KISS (Kinematic Support System) is a locally developed gait analysis system at Middle East Technical University (METU), and the performance of the system was evaluated before as a whole. However, such evaluations do not differentiate between the efficacy of the data acquisition system and the model-based gait analysis methodology. In this thesis, k...
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Citations
... Ayrıca pazarda çok sayıda ticari hareket analizi sistemi mevcuttur. Bunların en çok bilinenleri; APAS (Ariel Dynamics, Inc.), CODA (Charnwood Dynamics Ltd.), ELITE (Bioengineering Technology and Systems), OPTOTRACK (Northern Digital, Inc.), PEAK (Peak Performance Technologies, Inc.), QUALISYS (Qualisys Medical AB) ve VICON (Vicon Motion Systems Ltd.) tarafından geliştirilen sistemlerdir [22]. ...
Recording the motion scientifically and providing feedback by evaluating the motion is an indispensable element of the sports. This means the limitation and non-observation of motions which are required by the nature of the sports.
Conducting the motion analysis in the sports by recording the motions with video cameras in the natural environment and evaluating them through photogrammetric methods has been carried out successfully through different applications today. However, when we examine the literature, the analysis of the athletic movements is revealed following the evaluation phases conducted at the office.
This study aims to produce solutions and provide new initiatives for the necessities of the fields such as bringing an innovative initiative to the field analysis of the motions in different sports disciplines, talent identifications in young athletes, the evaluation of the performance and improving technical and tactical skills.
... Ayrıca pazarda çok sayıda ticari hareket analizi sistemi mevcuttur. Bunların en çok bilinenleri; APAS (Ariel Dynamics, Inc., ABD), CODA (Charnwood Dynamics Ltd., İngiltere), ELITE (Bioengineering Technology and Systems, İtalya), OPTOTRACK (Northern Digital, Inc., Kanada), PEAK (Peak Performance Technologies, Inc., ABD), QUALISYS (Qualisys Medical AB, İsveç) ve VICON (Vicon Motion Systems Ltd., İngiltere) tarafından geliştirilen sistemlerdir [3]. ...
In this study, the performance of the MediaPipe Pose Estimation model in estimating body position in different sports activities was investigated in the light of biomechanical parameters. Additionally, the performance of the model was evaluated by comparing the real-time data obtained from the camera with different machine learning algorithms (regression, classification, etc.). The results showed that the MediaPipe Pose Estimation model is a suitable and effective tool for sports biomechanics. The model was able to estimate body position with high accuracy in different sports activities. Additionally, the performance of the model was improved by using different machine learning algorithms. This study is a pioneer research on the applicability of computer vision-supported deep learning techniques in sports training and pose estimation. The model has been developed into an application that can be used to improve the performance of athletes.
