Maximum classification accuracy obtained with PID-based detection for anomalies of varying sizes inserted into dynamic (dyn) and step-and-shoot (a–j) images. Results are maxima over all analyzed classifiers (e.g., all sizes of median filters). Results are obtained using image-specific gradient scaling parameters σB, σx, and σy.