Writer verification using texture-based features

@article{Hanusiak2011WriterVU,
  title={Writer verification using texture-based features},
  author={Regiane Kowalek Hanusiak and Luiz Eduardo Soares de Oliveira and Edson Jos{\'e} Rodrigues Justino and Robert Sabourin},
  journal={International Journal on Document Analysis and Recognition (IJDAR)},
  year={2011},
  volume={15},
  pages={213-226}
}
In this work, we propose a writer verification system that takes into account texture-based features and dissimilarity representation. Textures of the handwritings are created based on the inherent properties of the writer. Independent of the writing style, the proposed method reduces the spaces between lines, words, and characters, producing a texture that keeps the main features thus avoiding the complexity of segmentation. We also address an important issue of verification system, i.e., the… CONTINUE READING
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