1. A three-dimensional (3D) image generation apparatus, comprising: a boundary preservation filtering unit to apply a max filter to a depth image, the max filter increasing a depth value of an object; and a rendering unit to render a two-dimensional (2D) color image and the filtered depth image and to generate a 3D image using a processor.