The invention provides a rolling object monocular pose measurement method based on a color image, belongs to the field of computer vision and relates to a method of rolling object model pose measurement with the principle of monocular vision with combination of a self-luminous coding mark point. In the method, by means of a manner of surrounding grouped arrangement, color-coded self-luminous mark points are arranged on a surface of a to-be-measured object, and then post measurements, comprising six parameters: displacements in the directions of X, Y and Z, pitching angle, yaw angle and rolling angle. With the color-coded self-luminous mark points on the surface of the to-be-measured object as a characteristic marker, a color-coded characteristic image on the surface of the moving target is collected. Finally, on the basis of calibration by a high-speed camera, through an image processing step including recognition and extraction of the image being marked by the color-coded mark, the target position pose information of the rolling object is solved. In the method, by means of a monocular camera with combination of color image for measurement, the method is high in measurement efficiency, is simple in required equipment and is wide in available range.