Handwritten word recognition using segmentation-free hidden Markov modeling and segmentation-based dynamic programming techniques | IEEE Journals & Magazine | IEEE Xplore

Handwritten word recognition using segmentation-free hidden Markov modeling and segmentation-based dynamic programming techniques


Abstract:

A lexicon-based, handwritten word recognition system combining segmentation-free and segmentation-based techniques is described. The segmentation-free technique construct...Show More

Abstract:

A lexicon-based, handwritten word recognition system combining segmentation-free and segmentation-based techniques is described. The segmentation-free technique constructs a continuous density hidden Markov model for each lexicon string. The segmentation-based technique uses dynamic programming to match word images and strings. The combination module uses differences in classifier capabilities to achieve significantly better performance.
Page(s): 548 - 554
Date of Publication: 06 August 2002

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