The defects of artificial detection influenced the chromatic’s classification result of ceramic tile. In this paper, a kind of image registration method in space field is presented based on computer vision to match the ceramic tile. Then, CMC color algorithm based on CIELab color space is used to detect the chromatic aberration of ceramic tile. The experimental results indicate that the method of chromatic aberration classification technology used in this paper can recognize and classify ceramic tile with a high degree of precision. In addition, the measurement speed is improved and can meet the requirement of measurement of chromatic aberration on line.