Charles Frederick Elsey CBE, MC (1882 – 14 February 1966) was a British Thoroughbred racehorse trainer. The son and father of successful trainers, Elsey was one of the dominant racing figures in the North of England for more than thirty years in a career which lasted from 1911 until 1960. He trained the winners of six classics and numerous major handicaps and was the Champion Trainer in 1956.