Dalton was of Irish parentage, and passed the early years of his life at Coventry. He received his education at Sedgley Park School, and transferred in 1830 to St Mary's College, Oscott, where he was ordained priest. He was engaged in the missions at Northampton, Norwich, and King's Lynn, and became a member of the chapter of the diocese of Northampton.
