Local reference lines for handwritten phrase recognition

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. In...

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Veröffentlicht in:Pattern recognition 1999, Vol.32 (12), p.2021-2028
Hauptverfasser: Madhvanath, Sriganesh, Govindaraju, Venu
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:0031-3203
1873-5142
DOI:10.1016/S0031-3203(98)00166-6