Comment by WHLin on Measuring symmetry / Is there a way to estimate the "centroid of an ideal shape" if I measure a skewed one?

You could use centroid as the origin and convert the measure under polar coordinate. A perfect circle/disc will have $\theta$ symmetry, while an irregular shape will have large deviation of $\theta$.