This Letter proposes a new three dimensional (3D) visual communication appr
oach based on the image-based rendering. We first compactly represent a ref
erence view set by exploiting its geometric correlation and then efficientl
y compress the representation with appropriate coding schemes. Experimental
results demonstrate that our proposed method significantly reduces the req
uired bitrate.