A Novel Approach Based on Wavelet-ICA for SAR Image Speckle Suppression
Xiaoguang Lu, Ping Han, Renbiao Wu, Jingxiong Huang · 2006
In this paper we propose a novel speckle suppression method based on the joint of wavelet transform (WT) and independent component analysis (ICA). The method employs ICA to process the wavelet coefficients of images, extracting the independent components which represent the uncorrupt images. Experimental results based on SAR (synthetic aperture radar) images of MSTAR (moving and stationary target acquisition and recognition) dataset show that the proposed method suppresses speckle effectively, and outperforms ICA and Lee filter