C. Cariou et al., A multiscale and multiorientation recognition technique applied to document interpretation: Application to the french telephone network maps, INT J PATT, 13(8), 1999, pp. 1201-1218
Citations number
33
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
In this paper, we propose an original methodology which allows the detectio
n and the recognition of multioriented and multiscaled patterns. The suppor
ts on which the method is applied are technical documents representing the
network of the French Telephone operator France Telecom, overlaid on urban
maps. The adopted technique, based on the Fourier-Mellin transform (FMT) is
integrated in a global strategy that solves ambiguous situations, through
the providing of contextual information. The strategy, which is applied to
solve the character and symbol classification problem, can be divided into
two stages. The first one consists in constructing a set of invariant descr
iptors for each isolated pattern which is extracted from a characters layer
given by the system approach. The second stage, based on a filtering schem
e, consists in detecting and recognizing connected shapes. The results of t
he application of this technique are very encouraging since the classificat
ion rate reaches excellent scores in comparison with classical techniques.