Volume 8 Number 10 (Oct. 2013)
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JSW 2013 Vol.8(10): 2535-2540 ISSN: 1796-217X
doi: 10.4304/jsw.8.10.2535-2540

A Dynamic Programming Method for Segmentation of Online Cursive Uyghur Handwritten Words into Basic Recognizable Units

Mayire Ibrayim1, Askar Hamdulla2, Dilmurat Tursun1
1Institute of Information Science and Engineering, Xinjiang University, Urumqi, 830046, P.R. China
2College of Software, Xinjiang University.Urumqi, 830046, P.R. China

Abstract—Correct and efficient segmentation of Uyghur words into characters is crucial to the successful recognition. However, little work has been done in this area. There are many connected characters in cursive Uyghur handwriting, which makes the segmentation and recognition of Uyghur words very difficult. To enable large vocabulary Uyghur word recognition using character models, we propose a character segmentation method using dynamic programming in online cursive Uyghur handwriting. Firstly, after removing delayed strokes from the handwritten words, potential breakpoints are detected from concavities and ligatures by temporal and shape analysis of the stroke trajectory. Then, a dynamic programming method is applied to find the best segmentation point for each character. Our preliminary experiments on an online Uyghur word dataset demonstrate that the proposed method can achieve good performance in segmenting cursive handwritten Uyghur characters.

Index Terms—Online Uyghur Handwriting, Character Over-Segmentation, Character Recognition, Dynamic Programming.


Cite: Mayire Ibrayim, Askar Hamdulla, Dilmurat Tursun, "A Dynamic Programming Method for Segmentation of Online Cursive Uyghur Handwritten Words into Basic Recognizable Units," Journal of Software vol. 8, no. 10, pp. 2535-2540, 2013.

General Information

ISSN: 1796-217X
Frequency: Monthly
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, CNKI,etc
E-mail: jsw@iap.org
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