Literature DB >> 24344954

Improved accuracy in 3D analysis using DLT after lens distortion correction.

Marcel M Rossi1, Amanda P Silvatti, Fabio A S Dias, Ricardo M L Barros.   

Abstract

This study aimed at assessing the applicability of a robust method to determine and correct lens distortion before using the direct linear transformation (DLT) algorithm in three-dimensional motion analysis. The known length of a rigid bar was reconstructed under different conditions of working volume (interpolation or extrapolation), number of cameras (2 or 4), position of the cameras (wide or narrow angle between optical axes), camera focal distance (4 or 8 mm) and number of control points (CPs; 8, 12, 18 or 162), through four different camera set-ups. The accuracy (percent root mean square error) of Set-up 2 (non-extrapolated working volume; two cameras; 4 mm focal distance; narrow optical axes angle) decreased with less CPs (162: 0.73%; 8: 2.78%). Set-up 1 (non-extrapolated working volume; two cameras; 8 mm focal distance; wide optical axes angle), Set-up 3 (Set-ups 1 and 2 used simultaneously) and Set-up 4 (extrapolated working volume; two cameras; 4 mm focal distance; wide optical axes angle) showed minor differences in accuracy across groups of CPs, with maximum values of 0.84%, 1.20% and 1.71%, respectively. Random errors were the main source of decreased accuracy of Set-ups 2 and 4.The proposed procedure enables accurate results with no modification in the DLT-based analysis system, even with smaller calibration frames, less CPs and wide field-of-view cameras.

Entities:  

Keywords:  DLT; control points; extrapolation; focal distance; lens distortion

Year:  2013        PMID: 24344954     DOI: 10.1080/10255842.2013.866231

Source DB:  PubMed          Journal:  Comput Methods Biomech Biomed Engin        ISSN: 1025-5842            Impact factor:   1.763


  2 in total

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Authors:  Lucas Antônio Monezi; Anderson Calderani Junior; Luciano Allegretti Mercadante; Leonardo Tomazeli Duarte; Milton S Misuta
Journal:  Front Bioeng Biotechnol       Date:  2020-04-30

2.  Automatic Markerless Motion Detector Method against Traditional Digitisation for 3-Dimensional Movement Kinematic Analysis of Ball Kicking in Soccer Field Context.

Authors:  Luiz H Palucci Vieira; Paulo R P Santiago; Allan Pinto; Rodrigo Aquino; Ricardo da S Torres; Fabio A Barbieri
Journal:  Int J Environ Res Public Health       Date:  2022-01-21       Impact factor: 3.390

  2 in total

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