Unsupervised Cell Segmentation by Fast Gaussian Processes


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Documentation for package ‘FastSegmentation’ version 0.0.1

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criterion_1 Determining optimal threshold by criterion 1
eliminate_small_areas Eliminating Noise and Small Foreign Object Masks from Cell Mask Matrix
generate_GP_Masks Generate cell masks by fast Gaussian processes
get_proportion Dynamically determine row and column proportions
matrix_which Get coordinate information for matrices
predict_separable_GP Generating predictive mean from image matrix
separable_GP_param_est Estimate nugget and range parameters for predictive mean of an image matrix
threshold_image Setting a threshold to create a binary image matrix