A communication system is provided that includes a source multimedia communication device that supports three dimension (3D) video streaming to a destination multimedia communication device. The source multimedia communication device receives multiview video data from multiple multiview video data sources, generates spatial disparity information based on the multiview video data, determine a 3D video content quality level capability of the destination multimedia communication device or user selected service category (low 3D scene or high 3D scene), select a 3D video content quality level for the video data based on the determined 3D video content quality level capability or user selected service category, and encodes the multiview video data based on the selected 3D video content quality level or user selected service category to produce encoded video data for conveyance to the destination multimedia communication device.