基于小波域加权结构相似度的SAR干扰效果评估

Evaluation of Jamming Effect on SAR Based on Structural  Similarity in Weighted Wavelet Domain

  • 摘要: 本文根据结构相似度指标以及人眼视觉系统(HVS)特性,提出了一种合成孔径雷达(SAR)干扰效果评估方法。该方法在小波域内计算每个子频带的结构相似度(SSIM),并且根据HVS的对比敏感度函数(CSF),对各个子频带的结构相似度进行加权,最终获得小波域加权的结构相似度(WWSSIM)评估指标。通过计算机仿真证明:该评估指标不仅能够衡量干扰对图像的扰动量,而且比传统的能更好地反映人眼对图像质量的主观感受,还能反映干扰能量在图像不同位置分布时图像的信息损失量。

     

    Abstract: In this paper, a new evaluation method for synthetic aperture radar (SAR) jamming is proposed.  This method is mainly based on the concept of structure similarity index and it’s characteristic feature is consistent with perceptual property of human visual system (HVS). Firstly the jammed image and the primitive image are wavelets decomposed; secondly structure similarities are calculated for each subband in wavelet domain and each subbands’ structure similarity is weighted by contrast sensitivity function; at last it comes to the final evaluation index by summing up all weighted structure similarities. Simulation results shows that this index can not only measure the amount of the disturbance between the jammed and the primitive SAR image, but also reflect how people’s subjective feelings to the image quality in a better way compared with ordinary evaluation index, and reflect the difference of information loss when the interfere energy distributes in different regions in the image.

     

/

返回文章
返回