Title :
Classifiers combination for forms sorting
Author :
Clavier, E. ; Trupin, E. ; Laurent, M. ; Diana, S. ; Labiche, J.
Author_Institution :
LAP-ISMRa, Caen, France
Abstract :
A method of combination applied to automatic forms 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
Keywords :
document image processing; feature extraction; image classification; inference mechanisms; sorting; Dempster-Shafer evidence theory; classifiers combination; forms sorting; global approach; structural approach; Classification tree analysis; Data mining; Labeling; Nearest neighbor searches; Pixel; Sorting;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.905597
