FEATURE-PRESERVING THINNING ALGORITHM FOR OPTICAL CHARACTER-RECOGNITION

Citation
Hc. Fu et al., FEATURE-PRESERVING THINNING ALGORITHM FOR OPTICAL CHARACTER-RECOGNITION, Journal of electronic imaging, 4(3), 1995, pp. 298-304
Citations number
4
Categorie Soggetti
Engineering, Eletrical & Electronic",Optics,"Photographic Tecnology
ISSN journal
10179909
Volume
4
Issue
3
Year of publication
1995
Pages
298 - 304
Database
ISI
SICI code
1017-9909(1995)4:3<298:FTAFOC>2.0.ZU;2-J
Abstract
We propose an improved thinning algorithm. Basically, the algorithm us es a 3 x 3 window to accommodate an eight-neighbor skeleton in each th inning iteration. This algorithm overcomes many thinning problems, suc h as Y-shaped distortions, spiky skeletons and skeleton shortening, an d thus preserves precise features of digital character patterns. By us ing this thinning algorithm, better structural features of a character pattern can be provided to an optical character recognition system, s uch that accurate recognition results can be achieved.