The ability to predict, given an image or a video, where a human might fixate elements of a viewed scene has long been of interest in the vision community. In this note we propose a different view of the gaze-shift mechanism as that of a motor system implementation of an active random sampling strategy that the Human Visual System has evolved in order to efficiently and effectively infer properties of the surrounding world. We show how it can be exploited to carry on an attentive analysis of dynamic scenes.
The active sampling of gaze-shifts / G. Boccignone, M. Ferraro - In: Image analysis and processing - ICIAP 2011 : 16th international conference, Ravenna, Italy, september 14-16, 2011 : proceedings. 1 / [a cura di] G. Maino, G.L. Foresti. - Heidelberg : Springer, 2011. - ISBN 9783642240843. - pp. 187-196 (( Intervento presentato al 16. convegno International Conference on Image Analysis and Processing tenutosi a Ravenna nel 2011.
The active sampling of gaze-shifts
G. BoccignonePrimo
;
2011
Abstract
The ability to predict, given an image or a video, where a human might fixate elements of a viewed scene has long been of interest in the vision community. In this note we propose a different view of the gaze-shift mechanism as that of a motor system implementation of an active random sampling strategy that the Human Visual System has evolved in order to efficiently and effectively infer properties of the surrounding world. We show how it can be exploited to carry on an attentive analysis of dynamic scenes.
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
