In order to obtain the average surface roughness of the long-term operating conductors in service, the features of 2-D surface morphologies were investigated based on the gray value matrix . The neighborhood averaging method was utilized in obtaining . In a wide range of , a linear relationship was discovered between the variance and . Therefore, could be obtained based on the images from the camera and without the need to dismantle the conductors in service, and it is more time saving and economical for the measurements.Index Terms-Gray value matrix, long-term operating conductors, neighborhood averaging method, surface roughness.