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基于支持向量值轮廓波变换的遥感影像融合
  • ISSN号:0732-2112
  • 期刊名称:电子学报
  • 时间:0
  • 页码:1-7
  • 语言:中文
  • 分类:TN957.54[电子电信—信号与信息处理;电子电信—信息与通信工程] TP751.1[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]安徽大学计算智能与信号处理教育部重点实验室,合肥230039, [2]安徽大学电子科学与技术学院,合肥230039
  • 相关基金:基金项目:国家自然科学基金资助项目(60872163);安徽省教育厅基金资助项目(KJ2008A034,KJ20078305ZC)
  • 相关项目:基于谱图理论的非刚体形状匹配
中文摘要:

提出一种基于非下采样Contourlet变换和方向Teager能量的极化SAR图像融合算法。采用具有多尺度、多方向和平移不变性特点的非下采样Contourlet变换对多个单极化强度图像进行分解,然后高频子带图像分别按行和列进行Teager能量计算,选取Teager能量作为度量来提取区域边缘与纹理信息。对于低频系数采用平均融合算法,根据高频子图Teager能量分布差异,对于方向高频系数采用不同最优加权算法实现极化图像的融合处理。实验结果表明,提出的算法与PWF算法相比在保留原始图像边缘和纹理信息的同时,可以有效地抑制相干斑噪声的影响,取得较好的融合视觉效果。

英文摘要:

This paper proposed a fusion method for polarimetric SAR image based on nonsubsampled Contourlet transform and directional Teager energy. It decomposed the several of single-polarimetric-channel SAR intensity images using nonsubsampled Contourlet transform, which had multi-scale, multi-direction and shift-invariant characteristics. Then used the high-frequency sub-band images to calculate Teager energy by rows and columns respectively. Presented the Teager energy to measure and ex- tract region edge and texture information: For the low-pass coefficients, used an averaging fusion rule. According to Teager en- ergy distribution differences in high frequency sub-band images, for the directional high-frequency coefficients were used to se- lect the better coefficients by different optimal weighted sum of intensities algorithm for fusion. Experimental results show that compared with PWF de-speckling algorithm, the proposed algorithm can get better visual effect and achieve an excellent bal- ance between suppresses speckle effectively and preserves image details, and the significant information of original image like textures and contour details is well maintained.

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