I had the dashboard stolen out of my car once. The whole dash, leaving just the bulkhead and a load of wires. However, when I got into the car, it was still there. I sat down, reached for the ignition, and at that point the bit of my brain that was doing the interpretation of what my eyes were seeing won the competition, and, shazam, the dash vanished in front of me. Very weird.
I've also noticed there are junctions where I am at very high risk of "not seeing". There's one on the way back from work, and after a few close calls, I've learnt to scan them very carefully. Some combination of background and shape conspires to render cars invisible.