![]() ![]() ![]() The whole process of text extraction includes main phases-segmentation of characters into line, lines into words and words into characters and then recognition through neural network. The main purpose is to introduce a method for recognition and extraction of handwritten Devnagari characters using segmentation and recognition. We used 2 languages Marathi and English language. We have developed a system to extract text from handwritten documents. Due to very bad styles of writing, a lot of difficulties are faced in recognition process. Those are written in very bad manner, such words cannot be easily read by a machine. Each and every person has its own handwriting style. Devnagari character has so many possible variations in order, direction and shape of the constituent strokes. Handwritten Devnagari Characters are more difficult for recognition than any other language or English characters. Handwritten character recognition and extraction is an most important part of image processing and pattern recognition. ![]()
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