Clusters of point detected by the second stage of the system. Each cluster is enclosed by a bounding box. The images also contain examples of clustering errors. (a) In cluster 1 (green interest points) two groups of people have been erroneously aggregated. (b) A group of people is erroneously split in two clusters, (yellow and cyan points, clusters 3 and 5).