1. A depth image processing apparatus, comprising: a depth image obtaining unit configured to obtain depth images; a camera pose converting unit configured to convert camera poses of the depth images into a camera pose of a reference depth image; and a depth image filtering unit configured to filter the reference depth image based on the depth images with converted camera poses.