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Imaging fluorescently labeled caveolin in the plasma membrane with total internal expression fluorescence (TIRF) microscopy reveals a spatially heterogeneous distribution with aggregates of numerous sizes. In this chapter, we present a couple of image-processing tools to quantify the spatial company and transportation of caveolin aggregates observed in TIRF pictures. We apply a spot detection algorithm to determine punctate functions on sev