Illustration of structure identification and merging by HOP on a hypothetical density field. First a collection of peak patches around local maxima is identified. Then, the green structure is rejected because its peak density is not high enough. The cyan structure is merged into the blue one for the same reason. Next, the yellow structure is merged into the red one because the saddle density between the structures is larger than the saddle threshold, indicating that they are connected structures.