This paper proposes a method of segmenting numbers and characters from the background in the binary images based on locally excitatory and globally inhibitory oscillator neural network(OSNN) which was built according to the visual model. It also discusses the mechanism of object/background segmentation made by the neural net and the problem of how to select ing parameters resonablely in detail.