DocumentCode
3494785
Title
Consciousness-driven model for visual attention
Author
Cagnac, Pierre ; Noia, Nöel Di ; Huang, Chao-Hui ; Racoceanu, Daniel ; Chaudron, Laurent
Author_Institution
French Air Force Acad., France
fYear
2011
fDate
July 31 2011-Aug. 5 2011
Firstpage
1061
Lastpage
1066
Abstract
A consciousness-driven visual attention model is presented in this paper. It is based on a bio-inspired computer fovea model and a hierarchical analysis for the given visual receptive field. Indeed, the bio-inspired computer fovea model is used to simulate the neural activity on the human visual system, and the hierarchical analysis provides a function to explore the information on the given visual scene. The proposed model can evaluate the contents on the scene and automatically highlights visually important regions. This model can be used in various applications, such as surveillance, visual navigation and target acquisition, etc.
Keywords
computer vision; psychology; bioinspired computer fovea model; consciousness-driven visual attention model; human visual system; neural activity; Biological system modeling; Complexity theory; Computational modeling; Computer architecture; Computers; Image color analysis; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), The 2011 International Joint Conference on
Conference_Location
San Jose, CA
ISSN
2161-4393
Print_ISBN
978-1-4244-9635-8
Type
conf
DOI
10.1109/IJCNN.2011.6033340
Filename
6033340
Link To Document