In this paper, we propose a refocusing algorithm in integral imaging display with tunable central depth plane for the large-depth three-dimensional scene. The algorithm is described with plenoptic function and accelerated by the compute unified device architecture. The experimental results demonstrate the adjustability of the proposed algorithm in integral imaging display and the acceleration for the execution.