DocumentCode
3495672
Title
FPGA-based Pipeline Architecture to Transform Cartesian Images into Foveal Images by Using a new Foveation Approach
Author
Martinez, José ; Altamirano, Leopoldo
Author_Institution
Comput. Sci. Dept., Nat. Inst. for Astrophys., Opt. & Electron., Puebla
fYear
2006
fDate
Sept. 2006
Firstpage
1
Lastpage
10
Abstract
In vision systems the image processing represents a bottle neck because the big amount of information that should be analyzed. Working with variant spaces over the visual field has been widely proposed as a way to reduce such information. Foveal vision is one of these proposals by providing a way to transform the visual field obtained with conventional cameras into a sampling with high resolution at the center and decreasing over the periphery such as in mammal vision systems. In this paper, an FPGA based architecture to transform conventional images into foveal images is presented. The hardware algorithm has been taken from new proposal to foveate images. Strategies as parallelism and pipeline are exploited to obtain a high performance and thus, with both of them, reduction in the visual field and the transformation in real time of the digital images into foveal images, a vision system can accelerate its performance and reaches real time restrictions
Keywords
computer vision; field programmable gate arrays; pipeline processing; Cartesian images; FPGA-based pipeline architecture; cameras; digital images; foveal images; foveation approach; image processing; mammal vision systems; visual field; Cameras; Image analysis; Image processing; Image sampling; Information analysis; Machine vision; Neck; Pipelines; Proposals; Real time systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Reconfigurable Computing and FPGA's, 2006. ReConFig 2006. IEEE International Conference on
Conference_Location
San Luis Potosi
Print_ISBN
1-4244-0690-0
Electronic_ISBN
1-4244-0690-0
Type
conf
DOI
10.1109/RECONF.2006.307774
Filename
4099994
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