This paper proposes a novel image large rotation and scale estimation method based on the Gabor filter pulse-coupled neural network (PCNN). First, features of template its rotated one are extracted by performing filter. Second, we present modified PCNN model to measure similarity between one. Finally, angle is calculated searching global minimum correlation coefficients. Besides estimation, als...