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Optimizing connected component labeling is currently a very active research field. Some teams claim to have design the fastest algorithm ever designed. This paper presents a review of these algorithms and a enhanced benchmark that improve classical random images benchmark with a varying granularity set of random images in order to become closer to natural image behavior.doi:10.1109/sips.2014.6986069 dblp:conf/sips/CabaretL14 fatcat:6f46kegxqfhubhcy6y523psh2i