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Proceedings Paper

Winner-take-all dynamics in an optoelectronic feedback circuit for image processing
Author(s): Adrienne J. Raglin; Mohammed F. Chouikha
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Paper Abstract

Systems for processing high resolution images need to be fast, compact, and efficient. Image processing systems that incorporate optics into its architecture can provide the speed and potentially the compactness to meet the demands of analyzing images. In this paper a hybrid approach to image analysis using Winner Take All neural network dynamics with optical and electronic implementation is discussed. Resulting images from the system simulations are explored for use in object and background discrimination for image segmentation tasks.

Paper Details

Date Published: 25 March 2003
PDF: 7 pages
Proc. SPIE 5015, Applications of Artificial Neural Networks in Image Processing VIII, (25 March 2003); doi: 10.1117/12.477413
Show Author Affiliations
Adrienne J. Raglin, Army Research Lab. (United States)
Howard Univ. (United States)
Mohammed F. Chouikha, Howard Univ. (United States)

Published in SPIE Proceedings Vol. 5015:
Applications of Artificial Neural Networks in Image Processing VIII
Nasser M. Nasrabadi; Aggelos K. Katsaggelos, Editor(s)

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