Post-processing method for vector quantization to achieve a higher psnr and nearly constant bit rate

Zhibin Pan, Tadahiro Ohmi, Koji Kotani

Research output: Contribution to journalArticle

Abstract

In a conventional vector quantization (VQ) encoding method, the reachable best PSNR can be realized by full search (FS) equivalent method when codebook is fixed. To achieve even higher PSNR and almost not degraded bit rate, apost-processing method for VQ encoding is proposed in this paper. This method fast checks how well the matching is for an image block after conventional VQ by its block PSNRb. Then it paztitions a bad matched image block into 2 partial blocks by a certain pattern (a pair of masks) further and encodes them again just within a small already encoded nearby area. The overall matching can generally be made better due to using 2 smaller partial blocks. Meanwhile bit rate can be kept nearly constant by using 2 shorter winner pointers instead of 2 winner indexes fmally. At the receiver, the bad matched image block is synthesized in reverse way to realize a better reconstruction. In the case of low-detailed image Splash, image PSNR can be improved more than 1 dB for 1024 codebook while bit rate has almost not degraded.

Original languageEnglish
Pages (from-to)275-281
Number of pages7
JournalIntelligent Automation and Soft Computing
Volume12
Issue number3
DOIs
Publication statusPublished - 2006 Jan

Keywords

  • Higher PSNR
  • Nearly constant bit rate
  • Post processing
  • Vector quantization

ASJC Scopus subject areas

  • Software
  • Theoretical Computer Science
  • Computational Theory and Mathematics
  • Artificial Intelligence

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