Offline handwritten Gurmukhi character recognition: k-NN vs. SVM classifier

Author:

Garg Anupam,Jindal Manish Kumar,Singh Amanpreet

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Networks and Communications,Computer Science Applications,Information Systems

Reference13 articles.

1. Deepu V, Madhvanath S, Ramakrishnan AG (2004) Principal component analysis for online handwritten character recognition. In: 17th international conference on pattern recognition (ICPR), vol 2, pp 327–330

2. Sundaram S, Ramakrishnan AG (2008) Two dimensional principal component analysis for online tamil character recognition. In: 11th international conference frontiers in handwriting recognition (ICFHR), pp 88–94

3. Aradhya VNM, Kumar GH, Noushath S (2008) Multilingual OCR system for south Indian scripts and English documents: an approach based on Fourier transform and principal component analysis. Eng Appl Artif Intell 21:658–668

4. Sharma A, Kumar R, Sharma RK (2008) Online handwritten Gurmukhi character recognition using elastic matching. Int J Congr Image Signal Process (IJCISP) 2:391–396

5. Singh B, Mittal A, Ghosh D (2011) An evaluation of different feature extractors and classifiers for offline handwritten Devanagari character recognition. J Pattern Recogn Res 2:269–277

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