INFORMYS - A FLEXIBLE INVOICE-LIKE FORM-READER SYSTEM

Citation
F. Cesarini et al., INFORMYS - A FLEXIBLE INVOICE-LIKE FORM-READER SYSTEM, IEEE transactions on pattern analysis and machine intelligence, 20(7), 1998, pp. 730-745
Citations number
30
Categorie Soggetti
Computer Science Artificial Intelligence","Computer Science Artificial Intelligence","Engineering, Eletrical & Electronic
ISSN journal
01628828
Volume
20
Issue
7
Year of publication
1998
Pages
730 - 745
Database
ISI
SICI code
0162-8828(1998)20:7<730:I-AFIF>2.0.ZU;2-3
Abstract
In this paper, we describe a flexible form-reader system capable of ex tracting textual information from accounting documents, like invoices and bills of service companies. In this kind of document, the extracti on of some information fields cannot take place without having detecte d the corresponding instruction fields, which are only constrained to range in given domains. We propose modeling the document's layout by m eans of attributed relational graphs, which turn out to be very effect ive for form registration, as well as for performing a focussed search for instruction fields. This search is carried out by means of a hybr id model, where proper algorithms, based on morphological operations a nd connected components, are integrated with connectionist models. Exp erimental results are given in order to assess the actual performance of the system.