Non-maximum suppression of gradient magnitudes makes them easier to threshold
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Besides reducing thick responses to thin, the application of non-maximum suppression to digital gradient magnitudes also improves the form of the edge response histogram, making the choice of thresholds easier.
[1] Azriel Rosenfeld,et al. Digital Picture Processing , 1976 .