This might happen due to a driver malfunction. In my case, Windows was using a driver from TeamViewer Foundation (checked on Driver Details) in each of my 2 screens.
To solve it, I had to Uninstall (checking the option to delete the driver) twice for each screen (uninstall, uninstall, rescan...