The Black Hair.

An abusive man murders his wife and father-in-law then accuses Mok-ryeon, his sister-in-law's boyfriend, of the crime. Mok-ryeon escapes custody and with his girlfriend, flees the village pursued by the killer who in turn is chased by vengeful spirits.