Title :
Modelling eye-movement control via a constrained search approach
Author :
Boccignone, G. ; Ferraro, M.
Author_Institution :
Dipt. di .Sci. dell´´Inf., Univ. di Milano, Milan, Italy
Abstract :
A model of visual search is presented where gaze shifts are driven by an hybrid deterministic/stochastic mechanism operating over a saliency field. Results of the simulations are compared with experimental data, and a notion of complexity is used to quantify the behaviour of the system in different conditions.
Keywords :
computational complexity; eye; image motion analysis; motion control; search problems; stochastic processes; constrained search approach; eye movement control; gaze shift; hybrid deterministic mechanism; visual search; Complexity theory; Computational modeling; Humans; Mathematical model; Observers; Stochastic processes; Visualization; Eye movements; active vision; information encoding; random walk;
Conference_Titel :
Visual Information Processing (EUVIP), 2011 3rd European Workshop on
Conference_Location :
Paris
Print_ISBN :
978-1-4577-0072-9
DOI :
10.1109/EuVIP.2011.6045540
