Creator:

Rutkowski, Leszek (1952- ) ; Cierniak, Robert

Contributor:

Pedrycz, Witold - ed. ; Korbicz, Józef (1951- ) - ed.

Title:

Image compression by competitive learning neural networks and predictive vector quantization

Subtitle:

Computational Intelligence

Group publication title:

AMCS, volume 6 (1996)

Subject and Keywords:

sterowanie ; sterowanie-teoria ; sztuczna inteligencja ; matematyka stosowana ; informatyka

Abstract:

This paper presents a combination of the vector quantization (VQ) technique with traditional (scalar) differential pulse code modulation (DPCM). A new algorithm for image compression, called predictive vector quantization (PVQ), is developed based on competitive neural networks and optimal linear predictors. The experimental results are presented and the performance of the algorithm is discussed.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

1996

Resource Type:

artykuł

Pages:

431-445

Source:

AMCS, volume 6, number 3 (1996) ; click here to follow the link

Language:

eng

License CC BY 4.0:

click here to follow the link

Rights:

Biblioteka Uniwersytetu Zielonogórskiego