Investigate the applicability of heuristics to our problem

[benvanwerkhoven]

Currently we compute similarity scores between all the images in a dataset. This means that if there are N images in the set, we currently need to make (N over 2) comparisons. The idea is that using some heuristic, we can drastically reduce the required number of comparisons.