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Abstract.This paper presents an HMM (Hidden Markov Model)-MLP (Multi-Layer Perceptron) hybrid model for recognising cursive script words. We adopt an explicit segmentation-based word level architecture to implement an HMM classifier. An efficient state transition model and a parameter re-estimation scheme are introduced to use non-scaled and non-normalised symbol vectors without having to label primitive...
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