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Using an Enhanced LBG Algorithm to Reduce the Codebook Error inVector Quantization

MPG-Autoren
http://pubman.mpdl.mpg.de/cone/persons/resource/persons44557

Haber,  Jörg
Computer Graphics, MPI for Informatics, Max Planck Society;

http://pubman.mpdl.mpg.de/cone/persons/resource/persons45449

Seidel,  Hans-Peter
Computer Graphics, MPI for Informatics, Max Planck Society;

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Zitation

Haber, J., & Seidel, H.-P. (2000). Using an Enhanced LBG Algorithm to Reduce the Codebook Error inVector Quantization. In {Proceedings of Computer Graphics International 2000 (CGI-00)} (pp. 99-104). Los Alamitos, USA: IEEE.


Zitierlink: http://hdl.handle.net/11858/00-001M-0000-000F-3504-4
Zusammenfassung
In this paper we present a modification of the well-known LBG algorithm for the generation of codebooks in vector quantization. Our algorithm, denoted as the ILBG algorithm, reduces the codebook error of the LBG algorithm drastically in typical applications. In our experiments we were able to achieve up to 75\,\% reduction of the codebook error in only a few additional iteration steps. In the context of lossy image compression this error reduction leads to an increase of\/ 2--3~dB of the peak-signal-to-noise-ratio (PSNR) in turn.