Vector quantization based on the artificial bee colony algorithm

Ming Huwi Horng, Ting Wei Jiang

Research output: Contribution to journalArticlepeer-review

Abstract

Vector quantization was a powerful technique in image compression. This paper proposed a new method based on the artificial bee colony algorithm to construct the codebook of vector quantization. The proposed method uses LBG method as the initial of ABC algorithm to develop the VQ algorithm. This method is called ABC-LBG algorithm. Experimental results showed that the ABC-LBG algorithm is more reliable and the reconstructed images get higher quality compared with other methods.

Original languageEnglish
Pages (from-to)2881-2887
Number of pages7
JournalICIC Express Letters
Volume5
Issue number8 B
Publication statusPublished - 2011 Aug

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • General Computer Science

Fingerprint

Dive into the research topics of 'Vector quantization based on the artificial bee colony algorithm'. Together they form a unique fingerprint.

Cite this