期刊论文、会议论文

He, Xiuling

中文

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

2008

9286-9291

2008 7th World Congress on Intelligent Control and Automation

2008 7th World Congress on Intelligent Control and Automation

June 2008

Chongqing, China

[He, Xiuling;Chen, Zengzhao;Yu, Ying;Dong, Cailin] Cent China Normal Univ, Sch Math & Stat, Wuhan 430079, Peoples R China.^[Yang, Yang] Univ Sci & Technol Beijing, Beijing 100083, Peoples R China.^[Yu, Ying] Cent China Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China.

Chongqing Univ, Chongqing Inst Technol, Chongqing Univ Sci & Technol, Xihua Univ, SW Univ Sci & Technol, IEEE Robot & Automat Soc, IEEE Control Syst Soc, Beijing Chapter, Chinese Assoc Automat, Chinese Assoc Artificial Intelligence, Natl Nat Sci Fdn, Chongqing Municipal Sci & Technol Comm, Chongqing Municipal Assoc Sci & Technol, KC Wong Educ Fdn

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

978-1-4244-2113-8

10.1109/WCICA.2008.4594402

本校为第一且通讯机构

The identification of language and character type has been an active area of research after recognition of machine printed text. Research on identification of handwritten text and printed text is seldom conducted. But it is common used in recognition of form. For character type identification, manifold learning algorithm locally linear embedding (LLE) is imported. A generalizing method and a parameters estimation method are proposed. Experiments in identification printed/handwritten Chinese characters and digits show that its performance is higher than support vector machine (SVM) classificati...