The microstructure of seven carbon black filled rubbers has been studied using the original methods of segmentation of AFM-images. The materials differ in type of polymer, filler loading, sulfur concentration and mixing time. The morphology of inclusions (aggregates and dense microgranules), homogeneity of filler distribution and the characteristics of secondary structures – agglomerates are investigated.