Kannada Handwritten Numeral Recognition System using Fuzzy Reasoning Technique
Ashoka HN, D. H. Manjaiah, Rabindranath Bera · International Journal of Computer Applications · 2013
This paper presents Kannada handwritten numeral recognition system using fuzzy reasoning technique.The Kannada handwritten numeral database required for the experimentation is collected from the different individuals and preprocessed to obtain the binary images for feature extraction.The binary images are partitioned into a number of regions and extracted one feature from each by the zoning technique for their representation.The knowledge base is build using the statistical information involved in interclass region features.The features of unknown samples matched with the knowledge base and made the fuzzy reasoning for their classification.On experimentation with the training and testing samples, found better classification and recognition rate.