Relaxation matching by the Hopfield neural network

Nong Sang; Tianxu Zhang; Luogang Wei; Guoyou Wang

doi:10.1117/12.234255

4 March 1996 Relaxation matching by the Hopfield neural network

Nong Sang, Tianxu Zhang, Luogang Wei, Guoyou Wang

Proceedings Volume 2664, Applications of Artificial Neural Networks in Image Processing; (1996) https://doi.org/10.1117/12.234255
Event: Electronic Imaging: Science and Technology, 1996, San Jose, CA, United States

Abstract

A method that makes the Hopfield neural network perform the point pattern relaxation matching process is proposed. An advantage of this is that the relaxation matching process can be performed in real time with the massively parallel capability to process information of the neural network. Experimental results with large simulated images prove the effectiveness and feasibility to perform point relaxation matching by the Hopfield neural network.

Citation Download Citation

Nong Sang, Tianxu Zhang, Luogang Wei, and Guoyou Wang "Relaxation matching by the Hopfield neural network", Proc. SPIE 2664, Applications of Artificial Neural Networks in Image Processing, (4 March 1996); https://doi.org/10.1117/12.234255

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