We present an architectural model for the interaction between top-down, object-based information and bottom-up, spatial-based information in determining visual attention shifts. We focus in particular on how the attentive process can take into account the processing of faces and multiple moving objects. To validate the model, experiments with eye-tracked human subjects are presented and discussed.
An architectural model for combining spatial-based and object-based information for attentive video analysis / G. Boccignone, V. Caggiano, A. Marcelli, P. Napoletano, G.D. Fiore - In: Computer Architecture for Machine Perception, 2005. CAMP 2005. Proceedings. Seventh International Workshop on[s.l] : IEEE, 2005. - ISBN 0769522556. - pp. 116-121 (( Intervento presentato al 7. convegno International Workshop on Computer Architecture for Machine Perception tenutosi a Palermo nel 2005.
An architectural model for combining spatial-based and object-based information for attentive video analysis
G. Boccignone
;
2005
Abstract
We present an architectural model for the interaction between top-down, object-based information and bottom-up, spatial-based information in determining visual attention shifts. We focus in particular on how the attentive process can take into account the processing of faces and multiple moving objects. To validate the model, experiments with eye-tracked human subjects are presented and discussed.
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