I experience this all the time. For example, I will be looking for something in my room and even though it is in front of me all the time, I don't see it until much later. In fact, everyone in my family knows that I tend to do this and they joke about it sometimes. They say I am a blind who can see.
I guess there is an issue with my brain processing. I wish I knew how to fix it.