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Fourth International Conference Document Analysis and Recognition (ICDAR'97)
Extraction of Items From Checks
Ulm, GERMANY
August 18-August 20
ISBN: 0-8186-7898-4
Salim Djeziri, Universite du Quebec a Trois-Rivieres
Fathallah Nouboud, Universite du Quebec a Trois-Rivieres
Rejean Plamondon, Ecole Polytechnique de Montreal
We propose a method to extract the items of a check by applying three sub processes. First, we eliminate the horizontal lines and some remaining background pixels by a subtraction between a virgin model and a filled specimen of a check, after background elimination on both checks. In the second step, each connected object on the image is described by its minimal surrounding rectangular box. A specific distance is defined for each item. Then the box receives the label of an item if it minimizes its specific distance. In the last step, we propose to reconstruct truncated written lines. The reconstruction is based on a simple geometric hypothesis that a written line does not change its curvature when intersecting with graphic background lines. An evaluation made on 60 different checks shows good results of localization and correct reconstruction when the constant curvature hypothesis is respected.
Citation:
Salim Djeziri, Fathallah Nouboud, Rejean Plamondon, "Extraction of Items From Checks," icdar, pp.749, Fourth International Conference Document Analysis and Recognition (ICDAR'97), 1997
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