This paper describes an algorithm of video coding based on a three-dimensional spatio-temporal subband decomposition, and results are shown for a 112kb/s coder that is based on an unbalanced tree-structured vector quantizer (UTSVQ) for the lowest frequency band and geometic vector quantizer (GVQ) for the higher frequency bands.