DocumentCode
785538
Title
A digital retina-like low-level vision processor
Author
Mertoguno, S. ; Bourbakis, N.G.
Author_Institution
Inf. Technol. Res. Inst., Wright State Univ., Dayton, OH, USA
Volume
33
Issue
5
fYear
2003
Firstpage
782
Lastpage
788
Abstract
This correspondence presents the basic design and the simulation of a low level multilayer vision processor that emulates to some degree the functional behavior of a human retina. This retina-like multilayer processor is the lower part of an autonomous self-organized vision system, called Kydon, that could be used on visually impaired people with a damaged visual cerebral cortex. The Kydon vision system, however, is not presented in this paper. The retina-like processor consists of four major layers, where each of them is an array processor based on hexagonal, autonomous processing elements that perform a certain set of low level vision tasks, such as smoothing and light adaptation, edge detection, segmentation, line recognition and region-graph generation. At each layer, the array processor is a 2D array of k×m hexagonal identical autonomous cells that simultaneously execute certain low level vision tasks. Thus, the hardware design and the simulation at the transistor level of the processing elements (PEs) of the retina-like processor and its simulated functionality with illustrative examples are provided in this paper.
Keywords
array signal processing; computer vision; digital signal processing chips; self-adjusting systems; 2D array; Kydon; array processor; autonomous seff-organized vision system; digital retina-like low-level vision processor; edge detection; hardware design; hexagonal autonomous processing elements; light adaptation; line recognition; low-level multilayer vision processor; region-graph generation; segmentation; smoothing; transistor level simulation; visual cerebral cortex; visually impaired people; Adaptive arrays; Brain modeling; Cerebral cortex; Humans; Image edge detection; Machine vision; Nonhomogeneous media; Optical arrays; Retina; Smoothing methods;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/TSMCB.2003.816925
Filename
1232715
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