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Local reference lines for handwritten phrase recognition

  • SUNY Buffalo

Research output: Contribution to journalArticlepeer-review

12 Scopus citations

Abstract

Reference line information has been used for diverse purposes in handwriting research, including word case classification, OCR, and holistic word recognition. In this paper, we argue that the commonly used global reference lines are inadequate for many handwritten phrase recognition applications. Individual words may be written at different orientations or vertically displaced with respect to one another. A function used to approximate the implicit baseline will not be differentiable or even continuous at some points. We have presented the case for local reference lines and illustrate its successful use in a system that verifies street name phrases in a postal application.

Original languageEnglish
Pages (from-to)2021-2028
Number of pages8
JournalPattern Recognition
Volume32
Issue number12
DOIs
StatePublished - Dec 1999

Keywords

  • Chain code
  • Feature extraction
  • Handwriting recognition
  • Image processing
  • Reference lines

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