DocumentCode :
2146250
Title :
On-line Chinese Character Recognition System for Overlapping Samples
Author :
Wan, Xiang ; Liu, Changsong ; Zou, Yanming
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
fYear :
2011
fDate :
18-21 Sept. 2011
Firstpage :
799
Lastpage :
803
Abstract :
We proposed a new process strategy for on-line handwriting Chinese Character recognition and applied it to overlapping samples. On one hand, those samples are evaluated on stroke level by support vector machine, on the other hand, we do character level evaluation basing on a character pair search model. Then a merging strategy was proposed to filter out correct segmentation positions. We test our strategy on samples from real context, verifying that our strategy performs better than traditional over-segmentation and merging method.
Keywords :
handwritten character recognition; support vector machines; character level evaluation; character pair search model; correct segmentation positions; merging method; online handwriting Chinese character recognition; over-segmentation; overlapping samples; support vector machine; Character recognition; Handwriting recognition; Image segmentation; Merging; Support vector machines; Writing; Character Pair Search; OLCCR; Support Vector Machine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Document Analysis and Recognition (ICDAR), 2011 International Conference on
Conference_Location :
Beijing
ISSN :
1520-5363
Print_ISBN :
978-1-4577-1350-7
Electronic_ISBN :
1520-5363
Type :
conf
DOI :
10.1109/ICDAR.2011.164
Filename :
6065421
Link To Document :
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