Antonym for Perception?
Solution 1:
Overlook Oversight.
Because, to overlook something is to not perceive it.
Solution 2:
That which is perceived by extrasensory means might be deduction or intuition.
That which is not perceived at all might be ignorance or the like.
What part of "Perception"'s meaning do you want to negate?