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基于提升小波变换的多传感器图像融合算法研究

张彬 郑永果 李道全 东野长磊

郑州大学学报(工学版)2011,Vol.32Issue(2):106-109,124,5.
郑州大学学报(工学版)2011,Vol.32Issue(2):106-109,124,5.

基于提升小波变换的多传感器图像融合算法研究

Multi-sensor Image Fusion Algorithm based on the Lifting Wavelet Transform

张彬 1郑永果 1李道全 2东野长磊1

作者信息

  • 1. 山东科技大学信息科学与工程学院,山东青岛266510
  • 2. 青岛理工大学计算机工程学院,山东青岛266033
  • 折叠

摘要

Abstract

The paper proposes an image fusion algorithm based on the regional variance and directional contrast which can fuse image better based on the lifting wavelet transform. This algorithm combines the advantages of lifting wavelet transform to acquire the multi-resolution decomposition of the image; then according to the different characteristics of the low frequency components and high frequency components, the paper fuses the image using the different fusion rules; finally we can acquire the fused image through inverse transformation of lifting wavelet. Experiment results show that the images fused by the proposed algorithm are of better quality than that produced through the traditional algorithms with wavelet transform, since the algorithm can enhance the details of the image space and make the fused image clearer.

关键词

提升小渡变换/多传感器/融合规则/图像融合

分类

信息技术与安全科学

引用本文复制引用

张彬,郑永果,李道全,东野长磊..基于提升小波变换的多传感器图像融合算法研究[J].郑州大学学报(工学版),2011,32(2):106-109,124,5.

基金项目

国家"863"计划项目(2009AA0627018) (2009AA0627018)

山东省教育厅计划资助项目(J08LJ10) (J08LJ10)

山东科技大学研究生科技创新基金项目(YCA100208) (YCA100208)

郑州大学学报(工学版)

OA北大核心CSTPCD

1671-6833

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