Fig 3. Comparison of different automatic segmentation methods applied over chewing-gums identification.

The goal of the segmentation process was to discriminate the chewing gum bolus in the centre of the image against the background. Three segmentations methods were employed: Mean Shift (MS), Distance Map (DM) and K-Means (KM).