A simple initialisation method is proposed for the LBG VQ codebook design algorithm. Simulation results demonstrate that the proposed method achieves a faster convergence rate and a better local minimum than other existing LBG initialisation methods such as splitting and random guess.
- Image processing
- Vector quantisation
ASJC Scopus subject areas
- Electrical and Electronic Engineering