TY - GEN
T1 - Comparison of SVM kernel effect on online handwriting recognition
T2 - 3rd International Conference on Computer and Communication Technologies, IC3T 2016
AU - Ramya, S.
AU - Shama, Kumara
PY - 2017
Y1 - 2017
N2 - Proposed research work is aimed at investigating the issues specific to online Kannada handwriting recognition and design an efficient 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 character recognition units. SVM classifier is implemented to test its efficiency with the Kannada handwritten characters. The recognition rates are analyzed for different SVM kernels.
AB - Proposed research work is aimed at investigating the issues specific to online Kannada handwriting recognition and design an efficient 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 character recognition units. SVM classifier is implemented to test its efficiency with the Kannada handwritten characters. The recognition rates are analyzed for different SVM kernels.
UR - http://www.scopus.com/inward/record.url?scp=85021228997&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85021228997&partnerID=8YFLogxK
U2 - 10.1007/978-981-10-3223-3_7
DO - 10.1007/978-981-10-3223-3_7
M3 - Conference contribution
AN - SCOPUS:85021228997
SN - 9789811032226
VL - 542
T3 - Advances in Intelligent Systems and Computing
SP - 75
EP - 82
BT - Data Engineering and Intelligent Computing - Proceedings of IC3T 2016
PB - Springer Verlag
Y2 - 5 November 2016 through 6 November 2016
ER -