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Reconstruction Error of Calibration Volume's Coordinates for 3D Swimming Kinematics

机译:3D游泳运动学中标定坐标的重建误差

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The aim of this study was to investigate the accuracy and reliability of above and underwater 3D reconstruction of three calibration volumes with different control points disposal (#1 - on vertical and horizontal rods; #2 - on vertical and horizontal rods and facets; #3 - on crossed horizontal rods). Each calibration volume (3 x 2 x 3 m) was positioned in a 25 m swimming pool (half above and half below the water surface) and recorded with four underwater and two above water synchronised cameras (50 Hz). Reconstruction accuracy was determined calculating the RMS error of twelve validation points. The standard deviation across all digitisation of the same marker was used for assessing the reliability estimation. Comparison among different number of control points showed that the set of 24 points produced the most accurate results. The volume #2 presented higher accuracy (RMS errors: 5.86 and 3.59 mm for x axis, 3.45 and 3.11 mm for y axis and 4.38 and 4.00 mm for z axis, considering under and above water, respectively) and reliability (SD: underwater cameras +- [0.2; 0.6] mm; above water cameras +- [0.2; 0.3] mm) that may be considered suitable for 3D swimming kinematic analysis. Results revealed that RMS error was greater during undenvater analysis, possibly due to refraction.
机译:本研究的目的是研究使用不同控制点处理的三个校准体积的上下3D重建的准确性和可靠性(#1-垂直和水平杆;#2-垂直和水平杆和刻面;#3 -在交叉的水平杆上)。将每个校准体积(3 x 2 x 3 m)放在25 m的游泳池中(水面的一半以上和一半以下),并用四个水下和两个水上同步摄像机(50 Hz)进行记录。确定重建精度,计算十二个验证点的RMS误差。同一标记物所有数字化的标准偏差用于评估可靠性估算。在不同数量的控制点之间进行的比较表明,这24个控制点集产生了最准确的结果。体积#2分别具有较高的精度(RMS误差:x轴为5.86和3.59 mm,y轴为3.45和3.11 mm,z轴为4.38和4.00 mm,分别考虑在水下和水上)和可靠性(SD:水下摄像机) +/- [0.2; 0.6] mm;高于水上摄影机+/- [0.2; 0.3] mm),可能被认为适合3D游泳运动学分析。结果表明,在未挥发分析中,RMS误差较大,可能是由于折射造成的。

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