Originally recorded in 1945 by Acuff, the song was later recorded by Hank Williams, Sr. in 1951 for the Mother's Best Flour Hour. These rare recordings, including Blue Eyes Crying in the Rain, can be found on a boxed set collection published by Time Life Music[3]. The song was later recorded by Willie Nelson as part of his concept album, Red Headed Stranger, about a fugitive preacher on the run from the law after killing his wife.
Source : Wikipedia