You "delete" it by composting multiple images with a mask applied to the object position. This is done relatively frequently.

The human visual system uses this technique to some extent as your optic nerve creates a relatively large blind spot in each eye. Even with one eye closed, your visual system "deletes" this blind spot via image composting from visual memory or rapid eye movements.