Cane Branch is a stream located in Walker County, Texas. It appears on the Steep Branch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 170.60 feet (52.00 m) above sea level. The nearest populated place is Mossy Grove, approximately 3.8 miles to the ESE.