计算机工程与应用 ›› 2007, Vol. 43 ›› Issue (12): 53-56.

• 学术探讨 • 上一篇    下一篇

基于灰预测的图象编码技术

李扬 樊养余 王海军 魏巍   

  1. 西北工业大学电子信息学院 西北工业大学 电子与信息工程研究所 武汉大学资源与环境科学学院
  • 收稿日期:2006-05-23 修回日期:1900-01-01 出版日期:2007-04-20 发布日期:2007-04-20
  • 通讯作者: 李扬

The Technology of Image Coding Based on Grey Prediction

  • Received:2006-05-23 Revised:1900-01-01 Online:2007-04-20 Published:2007-04-20

摘要: 本文在研究以往编码技术的基础上,根据差分编码的思想提出了一种基于灰预测的编码技术。该方法通过建立灰模型对图象中象素点的灰度值进行预测,然后对各点预测值与原始值之间的误差编码,以达到图象压缩的目的。其主要特点是:采用灰模型对象素值进行预测易于实现,可避免线性预测时对于系数的确定;另外,采用差分编码技术减少了被编码数据之间的相关性,能够更有效的提高压缩性能。文中通过实例验证了以上方法的有效性。

Abstract: This paper presents a novel coding technology based on grey prediction. The method codes the predictive error (difference between the predicted value and true value) of each pixel instead of its real gray scale in the image. It has several advantages. Firstly, it is easy to predict the pixel’s value; secondly, it reduces the relativity of the coded data by the differential coding technique that is beneficial to improving the compression capability. The simulation shows that the method is effective and can be applied in many fields.