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一种基于提升小波的图像融合方法 被引量:5

A image fusion method based on lifting wavelet transform
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摘要 文章探讨了一种新的基于提升小波变换的图像融合算法。该算法能够有效地解决目前常用的多尺度分解方法所存在的运算速度慢、对内存的需求量大、不适于实时应用的局限性。同时,该算法可以最大限度地保留待融合图像的信息,提高了待融合图像的清晰度。实验结果表明,该算法在执行时间和融合后的图像质量上都优于传统的方法。 Image fusion is a kind of new fashioned, hot and knotty technology, which can be used in a wide range of applications.I disscused a new image fusion method based on Lifting Wavelet transform in this paper.It can best deal with based on MRA Multi-resolution Analysis method which is time and memory consuming, which impedes its real-time application.Meanwhile, this scheme makes best use of the information in primitive images to be fused and prevents the loss of image information. Through the experiment we can see the spatial quality of image have been improved.It is better than traditional method.
出处 《电脑与信息技术》 2006年第3期5-7,18,共4页 Computer and Information Technology
关键词 图像融合 提升小波变换 多尺度分解 image fusion lifting wavelet transform MRA
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参考文献3

  • 1瞿继双,王超,王正志.基于数据融合的遥感图象处理技术[J].中国图象图形学报(A辑),2002,7(10):985-993. 被引量:45
  • 2Sweldens W.The lifting scheme:a construction of second generation wavelets[J].SIAM J.Math.Anal.1997,29(2):51546.
  • 3Burt P J.A gradient pyramid basis for pattern selective image fusion[J].Society for Information Display Digest of Technical Ppers.1985,16:4672470.

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