PT Unknown
AU Albert Gordo
   Florent Perronnin
TI A Bag-of-Pages Approach to Unordered Multi-Page Document Classification
BT 20th International Conference on Pattern Recognition
PY 2010
BP 1920–1923
DI 10.1109/ICPR.2010.473
AB We consider the problem of classifying documents containing multiple unordered pages. For this purpose, we propose a novel bag-of-pages document representation. To represent a document, one assigns every page to a prototype in a codebook of pages. This leads to a histogram representation which can then be fed to any discriminative classifier. We also consider several refinements over this initial approach. We show on two challenging datasets that the proposed approach significantly outperforms a baseline system.
ER