An evolvable predictor for lossless image compression

Daniel León; Sina Balkir; Khalid Sayood

An evolvable predictor for lossless image compression

Daniel León, Sina Balkir, Khalid Sayood

Electrical & Computer Engineering

Research output: Contribution to journal › Conference article › peer-review

Abstract

This paper presents the adaptation via evolutionary techniques of a pixel predictor for lossless image compression. The pixel prediction is based on a linear combination of some neighbor pixels. The evolutionary algorithm selects the coefficients and the pixels involved in the pixel prediction. Experiments carried out on gray level images of the proposed system show a performance comparable and in some cases better than existing predictive coding techniques.

Original language	English (US)
Pages (from-to)	IV/731-IV/734
Journal	Proceedings - IEEE International Symposium on Circuits and Systems
Volume	4
State	Published - 2002
Event	2002 IEEE International Symposium on Circuits and Systems - Phoenix, AZ, United States Duration: May 26 2002 → May 29 2002

ASJC Scopus subject areas

Electrical and Electronic Engineering

Cite this

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title = "An evolvable predictor for lossless image compression",

abstract = "This paper presents the adaptation via evolutionary techniques of a pixel predictor for lossless image compression. The pixel prediction is based on a linear combination of some neighbor pixels. The evolutionary algorithm selects the coefficients and the pixels involved in the pixel prediction. Experiments carried out on gray level images of the proposed system show a performance comparable and in some cases better than existing predictive coding techniques.",

author = "Daniel Le{\'o}n and Sina Balkir and Khalid Sayood",

year = "2002",

language = "English (US)",

volume = "4",

pages = "IV/731--IV/734",

journal = "Proceedings - IEEE International Symposium on Circuits and Systems",

issn = "0271-4310",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "2002 IEEE International Symposium on Circuits and Systems ; Conference date: 26-05-2002 Through 29-05-2002",

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T1 - An evolvable predictor for lossless image compression

AU - León, Daniel

AU - Balkir, Sina

AU - Sayood, Khalid

PY - 2002

Y1 - 2002

N2 - This paper presents the adaptation via evolutionary techniques of a pixel predictor for lossless image compression. The pixel prediction is based on a linear combination of some neighbor pixels. The evolutionary algorithm selects the coefficients and the pixels involved in the pixel prediction. Experiments carried out on gray level images of the proposed system show a performance comparable and in some cases better than existing predictive coding techniques.

AB - This paper presents the adaptation via evolutionary techniques of a pixel predictor for lossless image compression. The pixel prediction is based on a linear combination of some neighbor pixels. The evolutionary algorithm selects the coefficients and the pixels involved in the pixel prediction. Experiments carried out on gray level images of the proposed system show a performance comparable and in some cases better than existing predictive coding techniques.

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UR - http://www.scopus.com/inward/citedby.url?scp=0036292832&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:0036292832

SN - 0271-4310

VL - 4

SP - IV/731-IV/734

JO - Proceedings - IEEE International Symposium on Circuits and Systems

JF - Proceedings - IEEE International Symposium on Circuits and Systems

T2 - 2002 IEEE International Symposium on Circuits and Systems

Y2 - 26 May 2002 through 29 May 2002

ER -

An evolvable predictor for lossless image compression

Abstract

ASJC Scopus subject areas

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