Image processing devices utilize computationally efficient operations based on exposure time and object speed to detect and estimate motion blur. These operations include determining, from a plurality of image frames of an object, a representative length of movement associated with at least one feature point of the object, which undergoes movement between the plurality of image frames. This representative length of movement is converted to an estimate of motion blur for a respective image frame, using operations that are function of length of movement and exposure time.