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Thinning of character images is a big challenge. Removal of strokes ordeformities in thinning is a difficult problem. In this paper, we have proposeda medial axis based thinning strategy used for performing skeletonization ofprinted and handwritten character images. In this method, we have used shapecharacteristics of text to get skeleton of nearly same as the true charactershape. This approach helps to preserve the local features and true shape of thecharacter images. The proposed algorithm produces one pixel width thinskeleton. As a by-product of our thinning approach, the skeleton also getssegmented into strokes in vector form. Hence further stroke segmentation is notrequired. Experiment is done on printed English and Bengali characters and weobtain less spurious branches comparing with other thinning methods without anypost processing.

A Medial Axis Based Thinning Strategy for Character Images