New simple three-layer neural network for image compression

Yanov Benbenisti; Doron Kornreich; Harvey B. Mitchell; P. A. Schaefer

doi:10.1117/1.601326

1 June 1997 New simple three-layer neural network for image compression

Yanov Benbenisti, Doron Kornreich, Harvey B. Mitchell, P. A. Schaefer

Optical Engineering, Vol. 36, Issue 6, (June 1997). https://doi.org/10.1117/1.601326

Recently, multilayer neural networks (NNs) have been used to compress still input pictures.1–8 The first NN to be used for this purpose was described by Cottrell, Munro, and Zipser (CMZ),1 who used a simple (single-structure) fully connected three-layer NN. The CMZ NN has a low computational complexity but only moderate compression performance.*

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Yanov Benbenisti, Doron Kornreich, Harvey B. Mitchell, and P. A. Schaefer "New simple three-layer neural network for image compression," Optical Engineering 36(6), (1 June 1997). https://doi.org/10.1117/1.601326

Published: 1 June 1997

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