A blurred image restoration method based on LS-SVM
Qiang Zou · Microcomputer & its Applications · 2009
A new blurred image restoration method was presented and investigated based on least squares support vector machine(LSSVM). The mapping relationship between degenerated image and clear image was established by training support vector machine.Experimental results show that this method has a satisfying restoration effect both in visual impression and quantitative analysis.Compared with neural network,the LS-SVM has prominent advantages in selecting model,overcoming over-fitting and local minimum,etc.