基于神经网络的图像压缩改进结构

Neural Networks for Signal Processing Proceedings of the 1991 IEEE Workshop Pub Date : 1991-09-30 DOI:10.1109/NNSP.1991.239492

Sergio Carrato, G. Ramponi, A. Premoli, G. L. Sicuranza

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引用次数: 10

摘要

研究了利用神经网络进行高效图像压缩的问题。给出了应用2层线性神经网络解决这一问题的一些理论结果。进一步提出了基于一组神经网络的两种更复杂的结构;它们被证明是非常有效的，同时在计算上仍然相当简单。

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Improved structures based on neural networks for image compression

The problem of efficient image compression through neural networks (NNs) is addressed. Some theoretical results on the application of 2-layer linear NNs to this problem are given. Two more elaborate structures, based on a set of NNs, are further presented; they are shown to be very efficient while remaining computationally rather simple.<>

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Neural Networks for Signal Processing Proceedings of the 1991 IEEE Workshop

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