A machine vision system consisting of a low cost CMOS camera array is presented in this paper,based on the development of the new techniques of digital imaging and data transmission.Also,the imaging system and algorithms for image correction are suggested.The machine vision system can obtain and process irregular images for pattern recognitions,which is helpful for reducing the cost and redundancy data of the existing machine vision systems.