Walter 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 695.30 feet (211.93 m) above sea level. The nearest populated place is Thacker, approximately 0.9 miles to the NNW.