OBJECTIVE VALIDATION OF A DYNAMICAL AND PLAUSIBLE COMPUTATIONAL MODEL OF VISUAL ATTENTION

Matthieu Perreira da Silva (1) , Vincent Courboulay (1) , Pascal Estraillier (1)

1 L3I - Laboratoire Informatique, Image et Interaction - EA 2118

Building a generic and performant vision system is still an open research problem. Actually, real-world vision systems need to face the challenge of dimensionality and ambiguity of data. To tackle this problem, we introduce a dynamic computational attention model. This latter selects the most salient scene information while being able to adapt its behaviour to the needs of a generic vision system. We focus validation on plusibility, to check this property we compare through three measures results obtained by several algorithms and ground thruth.

Mots clés: Visual attention; evaluation; adaptation; objective measures; plausibility.; plausibility

Domaines: Vision par ordinateur et reconnaissance de formes [cs.CV]

Matthieu Perreira da Silva, Vincent Courboulay, Pascal Estraillier. OBJECTIVE VALIDATION OF A DYNAMICAL AND PLAUSIBLE COMPUTATIONAL MODEL OF VISUAL ATTENTION. IEEE European workshop on visual information processing, Jul 2011, Paris, France. pp.223-228, ⟨10.1109/EuVIP.2011.6045511⟩. ⟨hal-00617730⟩