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. 2018 Nov 9;13(11):e0206420. doi: 10.1371/journal.pone.0206420

Fig 4. Stages in removal of "salt and pepper" noise.

Fig 4

Note: a) Original scanned bubble with a band of “salt and pepper” deposits on the top half. b) Extracted markings. c) Gaussian adaptive thresholding. d) Isolated dot extraction using a convolution filter. e) Markings with isolated dots removed.