To open a hidden/secret/mystery picture, find the banner offering to color a hidden picture at the top of the screen and click Let's go!
A new picture becomes available in 4 hours. You will see a timer showing time left to see a new hidden picture on the banner. Please wait till the time is up to get access to a new hidden picture.