The Applications of Neural Networks to Image Coding

王卫; 蔡德钧; 万发贯

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The Applications of Neural Networks to Image Coding

更新时间：2025-12-08

- The Applications of Neural Networks to Image Coding
- Acta Electronica Sinica Issue 7, (1995)
- 作者机构：
  
  1. 清华大学电子工程系
  2. 华中理工大学电子与信息工程系
  3. 清华大学电子工程系华中理工大学电子与信息工程系
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN919.8
- Published：1995
- 稿件说明：
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[1]王卫,蔡德钧,万发贯.神经网络在图像编码中的应用[J].电子学报,1995(07):69-76.

王卫, 蔡德钧, 万发贯. The Applications of Neural Networks to Image Coding[J]. Acta Electronica Sinica, 1995, (7).
[1]王卫,蔡德钧,万发贯.神经网络在图像编码中的应用[J].电子学报,1995(07):69-76. DOI：

王卫, 蔡德钧, 万发贯. The Applications of Neural Networks to Image Coding[J]. Acta Electronica Sinica, 1995, (7). DOI：

摘要

神经网络研究的再度兴起及其在图像编码中的应用，开辟了图像压缩的新途径，本文论述了用于图像编码的神经网络模型、算法、应用效果及进展，对该领域尚未解决的一些基本理论问题，如神经网络实现图像数据压缩的机理，基于神经网络图像编码方法的分类等进行了探讨．最后，展望了需要进一步研究的方向．

Abstract

With the rise of neural networks again and their applications to image coding

a new approach to image data compression is developed.This paper expounds the neural network models and the learning algorithms with applications to image coding

the corresponding accomplishments and advances.Some unsolved fundamental theoretical problems

such as the principle of image data compression with neural networks

and the classification of the neural networks based image coding methods etc.are discussed.Finally

the prospects for the areas deserving of further research are given.

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