Graph b-Coloring for Automatic Recognition of Documents
Résumé
Automatic reading system, we propose to pre-classify
the business documents by introducing an Automatic
Recognition of Documents stage (ARD) as a preprocessing
step. This important step will guide the
other stages involved in the recognition process of the
documents contents. Once the document class
identified, the reading system will use correct
information from the ARD stage to improve the
segmentation of the layout, the recognition of the
document structure, the parameterization of the OCR,
and the final decision for the rejection. We propose in
this paper an original method for the classification of
business documents suited for complex layouts having
great variability. We introduce the graph coloring
approach for both layout analysis and documents
classification. The proposed method is reliable, robust
to various constraints and guarantees a real-time
answer to the sorting of business documents.