Different edge features for image no. 73 and 238, here 4-bin edge histogram is concievably better than mpeg7 5-bin histogram.
(click to see a larger image)
Left column: 4-bin edge detector;
Right column: mpeg7 edge detector(edges are redundant and not very well classified in this case, and # of edges also varies across images)