Autostereoscopic displays visualize 3D scenes based on encoded texture and depth information, which often lack the quality of good depth maps. This paper investigates the coding performance when applying guided depth filtering as a pre-processor. This content adaptive filtering shows gains of 5.7% and 9.3% for 3D-HEVC and MV-HEVC, respectively.