Correcting solid pixels

[MMA]

I have a file with solid dead pixels across the entire video and i would like to have them corrected: https://i.imgur.com/WbNoV1C.png

They only show up in same line at the bottom border but their position changes with every frame. They also look like they are the same color every time.

I was thinking about a Vapoursynth script that searches for the specific color and replaces each pixel with the average of the pixels immediately adjacent up or to the sides, provided the ones on the side are not of that same color. So i would need to create a mask to search for said color, apply a function to replace them and merge it only at the bottom border. I'm having a hard time executing it so i would appreciate if someone could help or point me in the right direction.

Here is a full frame: https://imgbox.com/4Y0KCmFh