Automatic writer identification using fragmented connected-component contours

@article{Schomaker2004AutomaticWI,
  title={Automatic writer identification using fragmented connected-component contours},
  author={Lambert Schomaker and Marius Bulacu and Katrin Franke},
  journal={Ninth International Workshop on Frontiers in Handwriting Recognition},
  year={2004},
  pages={185-190}
}
In this paper, a method for off-line writer identification is presented, using the contours of fragmented connected components in mixed-style handwritten samples of limited size. The writer is considered to characterized by a stochastic pattern generator, producing a family of character fragments (fraglets). Using a codebook of such fraglets from an independent training set, the probability distribution of fraglet contours was computed for an independent test set. Results revealed a high… CONTINUE READING
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