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Comparison of SVM Kernel E�ect on Online Handwriting Recognition: A Case Study with Kannada Script

Ramya, S and Shama, Kumara (2017) Comparison of SVM Kernel E�ect on Online Handwriting Recognition: A Case Study with Kannada Script. In: Data Engineering and Intelligent Computing. Springer, Singapore, pp. 75-82.

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Abstract

Proposed research work is aimed at investigating the issues speci�c to online Kannada handwriting recognition and design an e�-cient writer independent Online Handwriting recognizer. The proposed system accepts continuous Kannada online handwriting from pen tablet and produces recognized Kannada text as the system output. System comprises of pre-processing, segmentation, feature extraction and char- acter recognition units. SVM classi�er is implemented to test its e�- ciency with the Kannada handwritten characters. The recognition rates are analyzed for di�erent SVM kernels.

Item Type: Book Section
Uncontrolled Keywords: Online handwriting recognition, Support Vector Machine, pre-processing, Pattern recognition
Subjects: Engineering > MIT Manipal > Electronics and Communication
Depositing User: MIT Library
Date Deposited: 29 Aug 2017 08:45
Last Modified: 29 Aug 2017 08:45
URI: http://eprints.manipal.edu/id/eprint/149603

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