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• Published Subscription 3 Jan 2017

  Hybrid HMM/ANN Models for Improving Offline Handwritten Text Recognition

  By Varidhi N.K., Savitha C.K., Prajna M.R., Ujwal U.J.

  Abstract: AbstractIn this approach, it proposes the use of hybrid Hidden Markov Model (HMM)/Artificial Neural Network (ANN) models for recognizing the unconstrained offline handwritten texts. Handwritten image normalization from a scanned image includes several steps, usually it begin with image cleaning, page skew correction, and line detection. For handwritten text line image several pre-processing steps to reduce variation in writing style are performed like slope and slant removal and character size …

  Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 3, Issue 3, 2016 · pp. 16–23 Read article →