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Printed Chinese character similarity measurement using ring projection and distance transform
Yuen P.C.1; Feng G.C.1; Tang Y.Y.1
1998-03-01
Source PublicationInternational Journal of Pattern Recognition and Artificial Intelligence
ISSN02180014
Volume12Issue:2Pages:209-220
AbstractThis paper presents a new Chinese character similarity measurement method based on the ring projection algorithm and distance transform. The ring projection algorithm is used to transform a character image with two independent variables into a function of one independent variable in the ring projection space. This representation of character in the ring projection space has been proved to be in orientation and scale invariant. However, this representation will be distorted nonlinearly in the presence of noise. Therefore, common linear metrics such as Euclidean distance, cannot be applied to measure distance. To solve the nonlinear distortion problem, distance transform is proposed as a nonlinear metric. The similarity measurement is performed using the distance transformed image in the ring projection space. A number of Chinese characters are selected to evaluate the capability of the proposed measurement scheme and the results are encouraging.
KeywordChinese character recognition Distance transform Nonlinear distortion Ring projection Similarity measurement
URLView the original
Language英語English
Fulltext Access
Document TypeJournal article
CollectionUniversity of Macau
Affiliation1.Hong Kong Baptist University
2.Sun Yat-Sen University
3.The University of Hong Kong
4.City University of Hong Kong
Recommended Citation
GB/T 7714
Yuen P.C.,Feng G.C.,Tang Y.Y.. Printed Chinese character similarity measurement using ring projection and distance transform[J]. International Journal of Pattern Recognition and Artificial Intelligence, 1998, 12(2), 209-220.
APA Yuen P.C.., Feng G.C.., & Tang Y.Y. (1998). Printed Chinese character similarity measurement using ring projection and distance transform. International Journal of Pattern Recognition and Artificial Intelligence, 12(2), 209-220.
MLA Yuen P.C.,et al."Printed Chinese character similarity measurement using ring projection and distance transform".International Journal of Pattern Recognition and Artificial Intelligence 12.2(1998):209-220.
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