On the accuracy of the Sobel edge detector

摘要

The magnitude and angle accuracy of the Sobel edge detector is studied. It is shown that the error-free angle output of the iterative Sobel edge detector is achieved only at the expense of a degraded edge magnitude accuracy. Edge angle and edge magnitude correcting formulae are derived.