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The success of 3D video, as one of the emerging multimedia formats, will largely depend on the improved quality of experience that it provides to viewers when compared to conventional 2D video. Therefore reliable methods for 3D video quality assessment are crucial in order to optimize 3D video systems and services. The goal of this paper is to review recent developments in 3D video quality assessment, and to discuss its future directions.