He is the subject of a famous painting of the era, which was made by Leipzig artist E.G. Haussmann for the occasion of Reiche's 60th birthday in 1727. In the portrait, Reiche holds a coiled natural trumpet (Ger. Jägertrompete, trans. hunting trumpet) in his right hand. In his left hand, he holds a sheet of manuscript music on which is written a short Abblasen or fanfare. The musical notes are depicted accurately in the painting, and the fanfare has been transcribed and performed by several artists. It has also served for many years as the theme music to the American television show CBS Sunday Morning.
