The most general form of handwriting style is mixed cursive and this is the most difficult type in view of its automatic recognition. Similar handwriting style are prevalent in various scripts such as English, Arabic, Bengali etc. Handwriting recognition for such a script gets further difficult whenever its alphabet consists of a large number of characters like Bengali which has around 350 characters. Hidden Markov models (HMM) are the most popularly used architectures for similar recognition problems. However, the task becomes easy if the underlying lexicon depending upon the specific application is provided.
Added on September 6, 2017
Contributed by : OHWR Consortium
Product Type : Research Paper
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Author : Oendrila Samanta ,Anandarup Roy,Ujjwal Bhattacharya,Swapan K. Parui