Unconstrained Handwritten Malayalam Character Recognition using Wavelet Transform and Support vector Machine Classifier
نویسندگان
چکیده
منابع مشابه
Handwritten Malayalam Character Recognition using Curvelet Transform and ANN
Malayalam, the official language of Kerala, a southern state of India has been accorded the honour of language of eminence. Hence the researches in recognition and related works in Malayalam language is gaining more prominence in the current scenario. This paper proposes the use of Curvelet transform and neural network for the recognition of handwritten Malayalam character. Curvelet transform i...
متن کاملHandwritten Malayalam Character Recognition using Curvelet Transform and ANN
Malayalam, the official language of Kerala, a southern state of India has been accorded the honour of language of eminence. Hence the researches in recognition and related works in Malayalam language is gaining more prominence in the current scenario. This paper proposes the use of Curvelet transform and neural network for the recognition of handwritten Malayalam character. Curvelet transform i...
متن کاملHandwritten Character Recognition Using Classifier
Character recognition comes into play when we want to recognize the hand written characters in a perticular natural language. It can be done using various types of method and algorithm that are already defined.Character recognition is essentially a pattern recognition problem and has been around for years now. Although there are implementation of hand written characters in many natural language...
متن کاملHandwritten Character Recognition for Tamil and English Using Wavelet Transform
Intensive research has been done on optical character recognition (OCR) and a more number of articles have been published on this topic during the last few decades. Many commercial OCR systems are available in the market. But most of the systems work for Roman, Chinese, Japanese and Arabic characters. There is no sufficient number of works on Indian language especially Tamil language. Recogniti...
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Handwritten Numeral recognition plays a vital role in postal automation services especially in countries like India where multiple languages and scripts are used Discrete Hidden Markov Model (HMM) and hybrid of Neural Network (NN) and HMM are popular methods in handwritten word recognition system. The hybrid system gives better recognition result due to better discrimination capability of the N...
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ژورنال
عنوان ژورنال: Procedia Engineering
سال: 2012
ISSN: 1877-7058
DOI: 10.1016/j.proeng.2012.01.904