Winner-take-all dynamics in an optoelectronic feedback circuit for image processing

Adrienne J. Raglin; Mohammed F. Chouikha

doi:10.1117/12.477413

25 March 2003 Winner-take-all dynamics in an optoelectronic feedback circuit for image processing

Adrienne J. Raglin, Mohammed F. Chouikha

Proceedings Volume 5015, Applications of Artificial Neural Networks in Image Processing VIII; (2003) https://doi.org/10.1117/12.477413
Event: Electronic Imaging 2003, 2003, Santa Clara, CA, United States

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.

Citation Download Citation

Adrienne J. Raglin and Mohammed F. Chouikha "Winner-take-all dynamics in an optoelectronic feedback circuit for image processing", Proc. SPIE 5015, Applications of Artificial Neural Networks in Image Processing VIII, (25 March 2003); https://doi.org/10.1117/12.477413

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