On-line hand-written Chinese characters recognition method based on statistic structural features |
Title: |
On-line hand-written Chinese characters recognition method based on statistic structural features |
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Application Number: |
200510011510 |
Application Date: |
2005/04/01 |
Announcement Date: |
2005/09/07 |
Pub. Date: |
2007/08/22 |
Publication Number: |
1664846 |
Announcement Number: |
1333366 |
Grant Date: |
2007-8-22 |
Granted Pub. Date: |
2007-8-22 |
ApplicationType: |
Invention |
State/Country: |
11[China|beijing] |
IPC: |
G06K 9/00 |
Applicant(s): |
Tsinghua University |
Inventor(s): |
Ding Xiaoqing, Lu Zhan, Liu Zhangsong, Chen Yan, Peng Liangrui, Fang Chi |
Key Words: |
statistic structural features, on-line, hand-written, Chinese characters, recognition method |
Abstract: |
This invention relates to an on-line hand-written character identifying method based on statistic structure feature, belonging to character identifying technology realm. The method is characterized by the following courses: first, pre-processing character object to eliminate noise interruption and part of writing distortion, and mapping the character space to a fixed-size position; then extracting statistic structure feature including direction and margin feature capable of reflecting on-line hand-written character feature, and compressing-switching original feature into identifying feature by means of linear discriminating analytical method; at last, adopting modified Coarse twice-sorter model to finish exercise and identification with a pre-set constant instead of smaller characteristic value to eliminate negative effect of its inexact evaluation. The average identifying rate reaches to 98.3%. |
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Relevancy information |
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Last Update |
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2008-4-17 |
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Selected patents owned by Tsinghua University filed in 2005 are loaded. |
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2008-3-31 |
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Selected patents owned by Tsinghua University filed in 2006 and 2007 are load. |
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