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

Ramya, S N and Shama, Kumara (2016) Comparison of SVM Kernel E�ect on Online Handwriting Recognition: A Case Study with Kannada Script. In: International conference on computer & communication technologies, 05/11/2016, DVR & Dr HS MIC College of Technology, Vijayawada,.

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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: Conference or Workshop Item (Paper)
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: 12 Jan 2017 14:47
Last Modified: 12 Jan 2017 14:47
URI: http://eprints.manipal.edu/id/eprint/148060

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