Super-Resolution And Neural Computing

J B Abbiss; B J Braves; J S Bayley; M A Fiddy

doi:10.1117/12.944042

20 April 1988 Super-Resolution And Neural Computing

J B Abbiss, B J Braves, J S Bayley, M A Fiddy

Proceedings Volume 0880, High Speed Computing; (1988) https://doi.org/10.1117/12.944042
Event: 1988 Los Angeles Symposium: O-E/LASE '88, 1988, Los Angeles, CA, United States

Abstract

The possibility of using a neural network to perform super-resolution is discussed. A method is presented for mapping a regularized super-resolution cost function onto a neural network of the Hopfield type. The required computational effort is compared to conventional matrix-based approaches to super-resolution.

Citation Download Citation

J B Abbiss, B J Braves, J S Bayley, and M A Fiddy "Super-Resolution And Neural Computing", Proc. SPIE 0880, High Speed Computing, (20 April 1988); https://doi.org/10.1117/12.944042

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