In this paper, a method of combination applied to forms automatic identification is presented. This method separately makes use of two classifiers, which are respectively based on a global, and a structural approach of the document. Each of these classifiers is presented and combination methods are discussed. Then, some results of combination using Dempster-Shafer evidence theory are emphasized.
Citation:
E. Clavier, E. Trupin, M. Laurent, S. Diana, J. Labiche, "Classifiers Combination for Forms Sorting," icpr, vol. 1, pp.1932, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 1, 2000