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# Results  ## Pixel by pixel event classification  The algorithm is presented schematically on figure 1. Each subroutine is explained in detail below.  ### Image preprocessing  The only preprocessing step used is convolving the image with a $\sqrt{5}$  ### Region detection  The PIPED method works by fitting fluorescence signal from each  ### Signal fitting  ### Clustering