关键词:  , 径向基函数, 神经网络, 模糊, 图像恢复

Abstract: To overcome the difficulties of creating mathematics model in traditional image restoration, a image restoration algorithm based on a RBF neural network was given. The algorithm could restore similarly degenerated image by learning the reverse process of a degenerated process by using no-linear map and adaptability of RBF network. The method of determining RBF network central parameters was improved by fuzzy adjustment at first and then the image restoration algorithm was designed. The simulation shows that the improved RBF network can restore the typically degenerated image satisfactorily.

Key words: Radial Basis Function(RBF), neural network, fuzzy, image restoration