Profile Picture Mac

I have Apple ID on iPad and on a Mac. On the iPad I had a profile picture on Apple ID that I wanted to change when I got the Mac.

I changed the picture so that there is a new Apple ID profile picture that i can see from both iPad and Mac. But, the picture that shows on my Mac when the machine has been in resting mode/sleep, and I need to use the Mac password to wake it up or turn it on, is still that old picture that I wanted to remove.

How can I change that picture too? Why is it stuck like that only there?