Hybrid Filter with Wavelet Denoising and Anisotropic diffusion Filter for Image Despeckling

被引:0
作者
Kour, Simranjit [1 ]
Kaur, Bikrampal [1 ]
机构
[1] Chandigarh Engn Coll, Dept Comp Sci & Engn, Landran, Mohali, India
来源
2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS, VISION AND INFORMATION SECURITY (CGVIS) | 2015年
关键词
Digital image; despeckling; wavelet transform; anisotropic filter;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
SAR imaging is an efficient tool for retrieval of useful information about the surfaces of earth and various other planets as well. The synthetic aperture radar (SAR) generates severely degraded images due to a form of multiplicative noise called speckle. It is produced by the random interference of the electromagnetic waves which are backscattered because of the roughness of imaged surface. Numerous filters were developed which helped in enhancing the image quality to some extent. However, recent filtering techniques which were based on non local image modelling technique, proved to build way better filters which resulted in despeckling the images without tampering with its edges or oversmoothing the images. This paper introduces one such filtering technique which is based on the wavelet transformation followed by anisotropic filtering. The results are found and compared for Peak Signal to Noise Ratio, Coefficient of Correlation and Equivalent No of looks.
引用
收藏
页码:17 / 21
页数:5
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