Towards Modelling an Attention-Based Text Localization Process

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Antonio Clavelli, Dimosthenis Karatzas, Josep Lladós, Mario Ferraro, Giuseppe Boccignone

Published: 2013, Last Modified: 14 Nov 2025IbPRIA 2013EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: This note introduces a visual attention model of text localization in real-world scenes. The core of the model built upon the proto-object concept is discussed. It is shown how such dynamic mid-level representation of the scene can be derived in the framework of an action-perception loop engaging salience, text information value computation, and eye guidance mechanisms.