Rockhouse Branch is a stream located in Pike County, Kentucky. It appears on the Matewan USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 906.67 feet (276.35 m) above sea level. The nearest populated place is Columbiatown (historical), approximately 1.5 miles to the NE.