DeleteBorderComponents

DeleteBorderComponents[image] replaces connected components adjacent to the border in a binary image image with background pixels.

DeleteBorderComponents[m] replaces components adjacent to the border in a label matrix m with 0.

Examples

Remove border-touching components from a binary image:

DeleteBorderComponents[Binarize[img]]

Please visit the official Wolfram Language Reference for more details.