PT Chapter
AU Ernest Valveny
   Oriol Ramos Terrades
   Joan Mas
   Marçal Rusiñol
TI Interactive Document Retrieval and Classification.
BT Multimodal Interaction in Image and Video Applications
PY 2013
BP 17
EP 30
VL 48
DI 10.1007/978-3-642-35932-3_2
AB 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.
ER