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A novel approach to optical character recognition based on ring-projection-wavelet-fractal signatures
Tang Y.Y.3; Li B.F.; Ma H.2; Liu J.3; Leung C.H.1; Suen C.Y.4
1996
Source PublicationProceedings - International Conference on Pattern Recognition
Volume2
Pages325-329
AbstractIn this paper, we present a novel approach to optical character recognition that utilizes ring-projection-wavelet-fractal-signatures. In particular, the proposed approach reduces the dimensionality of a two-dimensional pattern by way of a ring-projection method, and thereafter, performs Daubechies' wavelet transform on the derived one-dimensional pattern to generate a set of wavelet sub-patterns, namely, curves that are non-self intersecting. Further from the resulting non-self intersecting curves, the divider dimensions are readily computed. These divider dimensions constitute a new characteristic vector for the original two-dimensional pattern, defined over the curves' fractal dimensions. © 1996 IEEE.
DOI10.1109/ICPR.1996.546842
URLView the original
Language英語English
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Document TypeConference paper
CollectionUniversity of Macau
Affiliation1.The University of Hong Kong
2.Sichuan University
3.Hong Kong Baptist University
4.Universite Concordia
Recommended Citation
GB/T 7714
Tang Y.Y.,Li B.F.,Ma H.,et al. A novel approach to optical character recognition based on ring-projection-wavelet-fractal signatures[C], 1996, 325-329.
APA Tang Y.Y.., Li B.F.., Ma H.., Liu J.., Leung C.H.., & Suen C.Y. (1996). A novel approach to optical character recognition based on ring-projection-wavelet-fractal signatures. Proceedings - International Conference on Pattern Recognition, 2, 325-329.
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