Title :
The detailed consideration of saliency-based visual attention model
Author :
Stepanyuk, Sergiy
Author_Institution :
Dept. of Appl. Math., Volyn Nat. Univ., Lutsk, Ukraine
Abstract :
In this paper the consideration of saliency-based visual attention models, particularly Itti´s model is given. The detailed operating description of each building block in the biologically inspired model architecture is explored here. There are shown benefits and limitations, open questions, some hypotheses of the future advance of this approach.
Keywords :
data visualisation; genetic algorithms; natural scenes; biologically inspired model architecture; saliency-based visual attention model; Biological system modeling; Computational modeling; Computer architecture; Image color analysis; Mathematical model; Neurons; Visualization; Gaussian pyramid; feature maps; focus shifting; saliency-based model; visual attention; winner-take-all network;
Conference_Titel :
Perspective Technologies and Methods in MEMS Design (MEMSTECH), 2011 Proceedings of VIIth International Conference on
Conference_Location :
Polyana
Print_ISBN :
978-1-4577-0639-4
Electronic_ISBN :
978-966-2191-18-9