Image-Restoration-with-BPNN

代码说明：

  基于BP神经网络的高斯模糊图像复原的方法实现，结合了BP神经网络良好的非线性逼近功能，效果较传统的算法更好。(BP neural network based image restoration method of Gaussian blur implementation of BP neural network combines good nonlinear approximation function, the effect is better than traditional algorithms.)

文件列表：

[实现]基于神经网络的退化图像复原算法研究

........................................\blurred_Lenna_image.tif,17054,2011-05-24
........................................\Cal_PSNR.m,454,2011-03-05

........................................\Lenna_gray.tif,65646,2011-01-16
........................................\mse1.m,459,2011-03-05
........................................\restored_Cameraman_image.tif,4796,2011-05-23


........................................\ssim_index.m,6018,2011-03-05
........................................\test_code_Cameraman.m,1745,2011-05-24
........................................\train_code.asv,2078,2011-05-24
........................................\train_code.m,1964,2011-06-02
........................................\基于神经网络的退化图像复原算法研究.pdf,1135038,2010-12-22