Recently, the use of spatial prediction schemes had been adopted in Ve
ctor Quantization for enhancing the coding fidelity and visual quality
in image compression. Despite the improvement, these schemes are gene
rally computationally expensive and hence increase the complexity of t
he encoders and decoders. In this paper, two Predicted Vector Quantiza
tion techniques had been reported. The proposed methods are economical
and simple to implement, and provide reasonable improvement over the
classical LBG algorithm.