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The objective of this proposed work is to develop an efficient compression algorithm without compromising image quality. Mostly vector quantization designs a local optimal codebook for compressing images effectively. In recent days, several optimization algorithms are used to generate global codebook. Particle swarm optimization algorithm is one of the efficient evolutionary computing algorithms which helps to reduce the computation time and generates an efficient codebook as well. This paperdoi:10.26483/ijarcs.v8i9.5043 fatcat:v73xzvtzdzefdgudxuthdtl4iu