Cognitive interference occurs when competing cues make it harder to form or use a judgement. An observer can receive a clear image and still have difficulty interpreting it.
Illustrative example
Imagine watching a patterned ship through a periscope. Its outline suggests it is heading left, but the angled markings suggest a turn. Resolving those conflicting readings takes time even though the vessel is easy to see.