Adaptive Singular Value Extraction (ASVE) as a Method of Image Compression,Hebbian learning
首发时间:2005-11-22
Abstract:In this paper we describe a neural network model-adaptive singular value extraction(ASVE) for multiple singular values extraction based on an extension of the Hebbian learning rule, and then apply it to image compression. The ASVE-based image compression scheme is based on the APEX–like algorithm proposed by Diamantaras. It is shown experimentally that the proposed scheme leads to good compression ratio and satisfactory image quality.
keywords: Adaptive Singular Value Extraction (ASVE) as a Method of Image Compression,Hebbian learning
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Adaptive Singular Value Extraction (ASVE) as a Method of Image Compression
摘要:In this paper we describe a neural network model-adaptive singular value extraction(ASVE) for multiple singular values extraction based on an extension of the Hebbian learning rule, and then apply it to image compression. The ASVE-based image compression scheme is based on the APEX–like algorithm proposed by Diamantaras. It is shown experimentally that the proposed scheme leads to good compression ratio and satisfactory image quality.
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