Hybrid method based on the inverse wavelet transform and hopfield network to reconstruct the transformed data

Abstract

Conventional reconstruction of the compressed data based on the inverse wavelet transform (IWT) does not give good results (too much loss of information) because of the neglected detail part especially for the high levels decomposition. To deal with this problem, a new approach for the reconstruction of the compressed data, based on the inverse wavelet transform and the Hopfield neural networks is presented in this paper.