•One
problem with differences is that they by definition reduce the signal to noise
ratio (can you show this?)
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•Recall
smoothing operators (the Gaussian!) reduce noise.
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•Hence,
an obvious way of getting clean images with derivatives is to combine
derivative filtering and smoothing: e.g.
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–G * Dx * I = Dx * G * I