%0 Book Section
%T Interactive Document Retrieval and Classification.
%A Ernest Valveny
%A Oriol Ramos Terrades
%A Joan Mas
%A Marçal Rusiñol
%E Angel Sappa
%E Jordi Vitria
%B Multimodal Interaction in Image and Video Applications
%D 2013
%V 48
%I Springer Berlin Heidelberg
%@ 1868-4394
%@ 978-3-642-35931-6
%F Ernest Valveny2013
%O DAG
%O exported from refbase (http://refbase.cvc.uab.es/show.php?record=2341), last updated on Fri, 14 Mar 2014 10:36:37 +0100
%X In this chapter we describe a system for document retrieval and classification following the interactive-predictive framework. In particular, the system addresses two different scenarios of document analysis: document classification based on visual appearance and logo detection. These two classical problems of document analysis are formulated following the interactive-predictive model, taking the user interaction into account to make easier the process of annotating and labelling the documents. A system implementing this model in a real scenario is presented and analyzed. This system also takes advantage of active learning techniques to speed up the task of labelling the documents.
%U http://link.springer.com/chapter/10.1007%2F978-3-642-35932-3_2
%U http://refbase.cvc.uab.es/files/VRM2013.pdf
%U http://dx.doi.org/10.1007/978-3-642-35932-3_2
%P 17-30