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Smoothing of HMM parameters for efficient recognition of online handwriting
In this paper, we propose a novel approach to limited vocabulary recognition of unconstrained (mixed cursive) handwriting based on a hidden Markov model (HMM). Here, an input word sample is segmented… Expand
Script independent online handwriting recognition
- Oendrila Samanta, Anandarup Roy, Ujjwal Bhattacharya, Swapan K. Parui
- Computer Science
- 13th International Conference on Document…
- 23 August 2015
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… Expand
An HMM framework based on spherical-linear features for online cursive handwriting recognition
- Oendrila Samanta, Anandarup Roy, Swapan K. Parui, Ujjwal Bhattacharya
- Computer Science, Mathematics
- Inf. Sci.
- 1 May 2018
Abstract In this paper a Hidden Markov Model (HMM) based writer independent online unconstrained handwritten word recognition scheme is proposed. The main steps here are segmentation of handwritten… Expand