The Invisible Man was a horror film .
The Invisible Man is an American 1933 Pre-Code science fiction romance film based on H. G. Wells ' romance novel The Invisible Man , published in 1897 , as adapted by R.C . Sherriff , Philip Wylie and Preston Sturges , whose work was considered unsatisfactory and who was taken off the project .