We study two-player quantum games of incomplete information in which both the sides have partial information. The previous results of Du et al. [Phys. Rev. E 68 (2003) 016124] are incorporated in our more general formalism. Because of different roles played by the total information uncertainty and the information asymmetry, the game exhibits many interesting features.