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
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;
Conference_Titel :
Document Analysis and Recognition (ICDAR), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1350-7
Electronic_ISBN :
1520-5363
DOI :
10.1109/ICDAR.2011.164