Validation of machine vision and action sport cameras for 3D motion analysis model reconstruction

• Published in: Scientific reports 2023-11, Vol.13 (1), p.21015-21015, Article 21015
• Main Authors: Johnson, John David, Hales, Michael, Emert, Randy
• Format: Article
• Language: English
• Subjects: 639/166; 639/624; Calibration; Cameras; Feasibility studies; Humanities and Social Sciences; multidisciplinary; Science; Science (multidisciplinary); Vision systems
• ISSN: 2045-2322; 2045-2322
• DOI: 10.1038/s41598-023-46937-9

The study investigated the feasibility of using action sport cameras for motion analysis research. Data acquired from two different marker-based motion capture systems and six different camera combinations were analyzed for motion reconstruction accuracy. Two different calibration procedures were used to determine the influence on marker position reconstruction. Static and dynamic calibration mean merit score differences between the reference and experimental camera systems were 0.4 mm and 1.3 mm, respectively. Angular displacement difference between the reference and experimental camera systems range between 0.1 and 2.0 degrees. A systematic bias (− 0.54 to 0.19 degrees) was determined between the reference and the experimental camera systems for range of motion. The mean of the multi-trial findings suggests the machine vision camera system calibrated with a dynamic procedure generated highly accurate three-dimensional reconstructed ROM data (0.5 degree) followed closely by the four action sport cameras implementing a static calibration procedure (0.5 degree). The overall findings suggest the selected machine vision and action sport camera systems produced comparable results to the reference motion analysis system. However, the combination of camera type, processing software, and calibration procedure can influence motion reconstruction accuracy.