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Issue No.02 - February (1999 vol.21)
pp: 145-158
ABSTRACT
<p><b>Abstract</b>—In this article, we propose a new thinning algorithm based on line sweep operation. A line sweep is a process where the plane figure is divided into parallel slabs by lines passing through certain "events." Assuming that the contour of the figure to be thinned has been approximated by polygons, the "events" are then the vertices of the polygons, and the line sweep algorithm searches for pairs of edges lying within each slab. The pairing of edges is useful for detecting both regular and intersection regions. The regular regions can be found at the sites where pairings between edges exist. Intersection regions are those where such relations would cease to exist. A salient feature of our approach is that it finds simultaneously the set of regular regions that attach to the same intersection region. Such a set is thus called an intersection set. The output of our algorithm consists of skeletons as well as intersection sets. Both can be used as features for subsequent character recognition. Moreover, the line sweep thinning algorithm is efficient in computation as compared with a pixel-based thinning algorithm which outputs skeletons only.</p>
INDEX TERMS
Line sweep, thinning, line sweep thinning algorithm, path, junction, regular region, singular region, intersection set, feature analysis, character recognition.
CITATION
Fu Chang, Ya-Ching Lu, Theo Pavlidis, "Feature Analysis Using Line Sweep Thinning Algorithm", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.21, no. 2, pp. 145-158, February 1999, doi:10.1109/34.748823
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