Procrustes Analysis is a statistical shape analysis method used to compare the shapes of objects by removing differences in size, rotation, and translation. It superimposes datasets to achieve the best fit, minimizing the sum of squared differences between corresponding points, which is crucial in fields like morphometrics and computer vision.