Thomas Alexander Ferguson Graham (1840-1906) was born in Kirkwall, Orkney but moved to Edinburgh after the death of his father.
In January 1855 he enrolled as a student at the Trustees' Academy where he was a pupil of Robert Scott Lauder (1803-1869).
Fellow students under Lauder included William McTaggart, William Quiller Orchardson, John Pettie and George Paul Chalmers.