The Ghost & Mrs. Muir (1968)

Lovely young widow Carolyn Muir, her two young children, and the maid discover that the New England seaside house they've moved into is haunted by the former owner -- an old salt named Captain Daniel Gregg. Gregg at first resists this intrusion, but he develops a ghostly love for his uninvited guest.