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Signal & Image Processing
Article . 2012 . Peer-reviewed
Data sources: Crossref
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An Efficient Thinning Algorithm for Arabic OCR Systems

Authors: Mohamed A. Ali;

An Efficient Thinning Algorithm for Arabic OCR Systems

Abstract

This paper address an efficient iterative thinning algorithm based on boundary pixels deletion using colour coding for different pixel types. A black pixel is tested by observing neighbouring pixels, and it gives us an efficient way to decide whether the pixel is deleted or not. In the propose algorithm number of 3x3 templates were used to make good deleting decision, then we delete the pixels which satisfy the deletion templates until there is no pixel that can be deleted. Other templates were used for discontinuity recovery. This algorithm allows us to deal with typical troublesome handwritten text efficiently. Without smoothing before thinning, the algorithm produces robust skeleton even in the presence of noises. The algorithm produces skeletons that are more representative of the shape of the original patterns and with less noise spurs. The algorithm is considered fast enough to be used in Arabic OCR systems.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Average
Average
gold