Title :
A high performance single-structure image compression neural network
fDate :
7/1/1997 12:00:00 AM
Abstract :
A new single-structure image compression neural network is described. We find that the new network, based on a new normalization scheme, consistently outperforms other presently available single-structure networks and has a performance similar to that obtained with much more complicated multiple-structure neural networks and hierarchical neural networks.
Keywords :
data compression; image coding; multilayer perceptrons; image compression; multilayer neural nets; normalization scheme; single-structure neural network; Computer networks; Decoding; Dynamic range; Image coding; Image reconstruction; Image restoration; Multi-layer neural network; Neural networks; Neurons; Pixel;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
