Police are hoping the results of a post mortem examination will help determine the cause of death of a person whose body was found in Victoria's high country on Christmas Day.

An abseiler discovered the body, believed to be of a man, in the Mount Buffalo Gorge.

Search and rescue crews trekked into the gorge yesterday afternoon and recovered the body.

Police say they do not believe the death is suspicious.