Rockhouse Creek is a stream located in Calloway County, Kentucky. It appears on the Dexter USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 404.56 feet (123.31 m) above sea level. The nearest populated place is Dexter, approximately 1.2 miles to the WSW.