{Reference Type}: Journal Article
{Title}: Online measurement method for dimensions of disk parts based on machine vision.
{Author}: Miao J;Tan Q;Sun B;Zhao J;Liu S;Zhang Y;
{Journal}: PLoS One
{Volume}: 19
{Issue}: 7
{Year}: 2024
{Factor}: 3.752
{DOI}: 10.1371/journal.pone.0307525
{Abstract}: Online measurement of disk part dimensions by the standard industrial camera features low cost, high efficiency and good universality, but the impact of projection distortion and end face chamfer on measurement is needed to overcome. Present work presents a measurement method to resolve above issues based on machine vision. To improve the measurement accuracy, lower end face of a disk part is determined as calibration plane and the upper end face is measurement plane. To reduce the impact of projection distortion and chamfer on measurement, the measurement points are reconstructed on the measurement plane by re-projection. Then, the inner and outer diameters of disk parts are measured by circle geometric fitting, and the thickness is calculated by the measurement plane position. The experimental results show that the method can online measure disk part dimensions just by a single image, and accuracy meets the requirements of universal grade disk parts.