"Noticing" something means seeing something that's not easily seen. You can talk about something that you notice like this:
I notice that Ellen isn't wearing her wedding ring.
I noticed that one of the signs was missing.
You can also "notice" things by hearing them:
I noticed that you didn't mention Abraham at the manager's meeting.