Joint Energy-based Detection and Classificationon of Multilingual Text Lines

@article{Milevskiy2014JointED,
  title={Joint Energy-based Detection and Classificationon of Multilingual Text Lines},
  author={Igor Milevskiy and Yuri Boykov},
  journal={CoRR},
  year={2014},
  volume={abs/1407.6082}
}
This paper proposes a new hierarchical MDL-based model for a joint detection and classification of multilingual text lines in images taken by hand-held cameras. The majority of related text detection methods assume alphabet-based writing in a single language, e.g. in Latin. They use simple clustering heuristics specific to such texts: proximity between letters within one line, larger distance between separate lines, etc. We are interested in a significantly more ambiguous problem where images… CONTINUE READING
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