The invention belongs to the field of binocular stereoscopic vision technology and relates to a Census adaptive transformation algorithm based on multiple codes. According to the adaptive transformation algorithm, traditional Census transformation is improved mainly from the two aspects of coding mode and noise control, and a new coding strategy is used. Brightness information is utilized more sufficiently while local information in a window is considered, and noise is weakened, so that the algorithm has higher robustness.