I was about to start scanning my wife's parents wedding album from 1956 when I noticed that there are some grubby paw marks on them from being admired over the years. The photos are still in good condition and the marks are not obvious when looking at the photo straight on but stand out when you look across it.

Is there a practical way to clean them without damaging the photo?