Abstract
This article deals with the description of a new classifier for an automatic form class identification system. This new structural classifier is based on a tree comparisons. The high level information used by this classifier is presented in the article. A module first extracts the form content. The form content organisation is described in a hierarchical way modelled by a tree. This tree corresponds to the input features of the structural classifier. Experimental results are presented and several strategies of combined uses of this structural classifier with other classical classifiers are suggested in order to enhance the results.
Chapter PDF
References
Diana S., Trupin E., Lecourtier Y., Labiche J.: An Assistant to the Modelisation of Forms. MultiMedia Signal Processing Princeton NJ USA (1997) 163–168
Diana S., Trupin E., Lecourtier Y., Labiche J.: From Acquisition to Modelisation of a Form Base to Retrieve Information. International Conference on Document Analysis and Recognition Ulm Germany (1997) 762–765
Cover T.M., Hart P.E.: Nearest Neighbour Pattern Recognition. IEEE Trans. on Information Theory Vol. 13 1 (1967) 21–27
Rumelhart D.E, McClellard J.L.: Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Foundations, The MIT Press Vol 1 (1986)
Miclet L.: Méthodes structurelles pour la reconnaissance des formes. (ed.): Eyrolles (1984)
Ishitani Y.: Model Matching Based on Association Graph for Form Image Understanding.. International Conference on Document Analysis and Recongnition Montreal Canada (1995) 287–292
Budin A.: On The Problem of Attributed Relational Graph Matching. Automatika 33 (1992) 151–157
Thomasson M.G.:, Gonzalez R.C: Syntactic Recognition of Imperfectly Specific Patterns. IEEE Trans. on Computers Vol.24 1 (1975) 93–96
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 1998 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Héroux, P., Diana, S., Trupin, E., Lecourtier, Y. (1998). A structural classifier to automatically identify form classes. In: Amin, A., Dori, D., Pudil, P., Freeman, H. (eds) Advances in Pattern Recognition. SSPR /SPR 1998. Lecture Notes in Computer Science, vol 1451. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0033263
Download citation
DOI: https://doi.org/10.1007/BFb0033263
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-64858-1
Online ISBN: 978-3-540-68526-5
eBook Packages: Springer Book Archive