DocumentCode
548277
Title
The detailed consideration of saliency-based visual attention model
Author
Stepanyuk, Sergiy
Author_Institution
Dept. of Appl. Math., Volyn Nat. Univ., Lutsk, Ukraine
fYear
2011
fDate
11-14 May 2011
Firstpage
179
Lastpage
182
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;
fLanguage
English
Publisher
ieee
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
Type
conf
Filename
5960335
Link To Document