An improved neural network utilized in stereo matching is presented in this paper. The theory for binocular vision and the structure of a recurrent neural network are first described

then some improvements to the neural network are given

including the bias inputs and the initializations of the neurons. Finally

computer simulation is performed. The simulated result supports our improvements.