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inria-00104402, version 1

Online Handwritten Character Recognition of Devanagari and Telugu Characters using Support Vector Machines

H. Swethalakshmi () 1, Anitha Jayaraman () 1, V. Srinivasa Chakravarthy () 2, C. Chandra Sekhar () 1

Tenth International Workshop on Frontiers in Handwriting Recognition (2006)

Abstract: A system for recognition of online handwritten characters has been presented for Indian writing systems. A handwritten character is represented as a sequence of strokes whose features are extracted and classied. Support vector machines have been used for constructing the stroke recognition engine. The results have been presented after testing the system on Devanagari and Telugu scripts.

  • 1:  Department of Computer Science and Engineering (DCSE)
  • Indian Institute of Technology Madras
  • 2:  Department of Biotechnology
  • Indian Institute of Technology Madras
  • Domain : Computer Science/Document and Text Processing
    Computer Science/Computer Vision and Pattern Recognition
  • Keywords : Online Handwritten Character Recognition – Stroke – Support Vector Machine
  • Comment : http://www.suvisoft.com
 
  • inria-00104402, version 1
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  • Submitted on: Friday, 6 October 2006 14:45:22
  • Updated on: Friday, 6 October 2006 15:05:48