TY  - CONF
AU  - Albert Gordo
AU  - Florent Perronnin
A2  - ICPR
PY  - 2010//
TI  - A Bag-of-Pages Approach to Unordered Multi-Page Document Classification
BT  - 20th International Conference on Pattern Recognition
SP  - 1920–1923
N2  - 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.
SN  - 1051-4651
SN  - 978-1-4244-7542-1
UR  - http://dx.doi.org/10.1109/ICPR.2010.473
N1  - DAG
ID  - Albert Gordo2010
ER  -