In this paper, we deal with an iterative scheme for finding common fixed points of a family of finite nonexpansive mappings in a Banach space. We extend a result of Bauschke in a Hilbert space to a Banach space and a result of Shioji and Takahashi for a single nonexpansive mapping to a family of finite mappings.