Residential College | false |
Status | 已發表Published |
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 Publication | International Journal of Pattern Recognition and Artificial Intelligence |
ISSN | 02180014 |
Volume | 12Issue:2Pages:209-220 |
Abstract | This 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. |
Keyword | Chinese character recognition Distance transform Nonlinear distortion Ring projection Similarity measurement |
URL | View the original |
Language | 英語English |
Fulltext Access | |
Document Type | Journal article |
Collection | University of Macau |
Affiliation | 1.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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