Tracking futsal players with a wide-angle lens camera: accuracy analysis of the radial distortion correction based on an improved Hough transform algorithm

• Published in: Computer methods in biomechanics and biomedical engineering. 2017-05, Vol.5 (3), p.221-231
• Main Authors: Vieira, Luiz H. P., Pagnoca, Emilio A., Milioni, Fabio, Barbieri, Ricardo A., Menezes, Rafael P., Alvarez, Luis, Déniz, Luis G., Santana-Cedrés, Daniel, Santiago, Paulo R. P.
• Format: Article
• Language: English
• Subjects: automatic tracking; biomechanics; futsal; GoPro; Hough transform; Radial distortion
• ISSN: 2168-1163; 2168-1171
• DOI: 10.1080/21681163.2015.1072055

The aim of this study was to assess the applicability and reliability of a single wide-angle lens GoPro ® camera for tracking and kinematics analysis of futsal players. An official game of a Brazilian professional team in the quarter-final round of the 2013 São Paulo futsal league was recorded by four digital video cameras (30 Hz; 720 × 480) placed at the highest points of the court (40 × 20 m; FIFA standard). We compared tracking performed with three cameras equipped with conventional lenses to a GoPro ® camera with a wide-angle lens with a 170° field of view. Manual and automatic tracking of players trajectories (n = 5; 23.20 ± 2.39 years) during competition and in a controlled environment were performed. We found that the root-mean-square error calculated to determine the position on the court based on images captured with a GoPro ® camera was 0.32 m and for the velocity was 0.71 m s −1 . A 5-min excerpt of the game showed an average difference of 2.11% between the total distance covered obtained by tracking with the GoPro ® with radial distortion correction (438.97 ± 164.65 m), and cameras with conventional lenses (449.54 ± 170.92 m). Temporal correlation analysis confirmed the great similarity between the reconstructed trajectories obtained by these cameras (r = 0.99 for movements on both x and y axes). We showed that a single GoPro ® Hero3+ can provide reliable kinematic analysis of computational tracking based on videogrammetry for futsal, using the Hough transform and division model technique for radial distortion correction.