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The processing result with the software indicated more topology structure information could be reserved, when maximal variance between-class method and minimum bias-normal distribution index method were employed to binarize the STM images of SWCNTs. We designed detect weighing method, which was adopted to recognize the centers of hexagon rings rapidly.