Holdings: Lexicon-based word recognition using support vector machine and Hidden Markov Model

Lexicon-based word recognition using support vector machine and Hidden Markov Model

Hybrid of Neural Network (NN) and Hidden Markov Model (HMM) has been popular in word recognition, taking advantage of NN discriminative property and HMM representational capability. However, NN does not guarantee good generalization due to Empirical Risk minimization (ERM) principle that it uses. In...

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Bibliographic Details
Main Authors:	Ahmad A.R., Viard-Gaudin C., Khalid M.
Other Authors:	35589598800
Format:	Conference paper
Published:	2023
Subjects:	Character recognition Hidden Markov models Hybrid systems Image retrieval Neural networks Optimization Vocabulary control Character database Empirical risk minimization Practical issues Simultaneous optimization Structural risk minimization principle Word recognition Support vector machines
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Lexicon-based word recognition using support vector machine and Hidden Markov Model

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