Yep! You can change anything on the player — the colors of the foreground or background, remove or show any of the buttons. You can even enable auto-play, or disable pausing and seeking on your videos. 

NOTE: If you are tech savvy, and making your own changes to the code, use the embed ID for CSS styling, not the player ID.