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Optical Engineering

New simple three-layer neural network for image compression
Author(s): Yanov Benbenisti; Doron Kornreich; Harvey B. Mitchell; P. A. Schaefer
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Paper Abstract

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.*

Paper Details

Date Published: 1 June 1997
PDF: 4 pages
Opt. Eng. 36(6) doi: 10.1117/1.601326
Published in: Optical Engineering Volume 36, Issue 6
Show Author Affiliations
Yanov Benbenisti, Ben-Gurion Univ. of the Negev (Israel)
Doron Kornreich, Ben-Gurion Univ. of the Negev (Israel)
Harvey B. Mitchell, Elta Electronics Industries Ltd. (Israel)
P. A. Schaefer, ELTA Electronics Industries Ltd (Israel)

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