Evolving Nonlinear Predictive Models for Lossless Image Compression with Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@InProceedings{fukunaga:1998:enlpmllicGP,

• author = "Alex Fukunaga and Andre Stechert",
• title = "Evolving Nonlinear Predictive Models for Lossless Image Compression with Genetic Programming",
• booktitle = "Genetic Programming 1998: Proceedings of the Third Annual Conference",
• year = "1998",
• editor = "John R. Koza and Wolfgang Banzhaf and Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and David B. Fogel and Max H. Garzon and David E. Goldberg and Hitoshi Iba and Rick Riolo",
• pages = "95--102",
• address = "University of Wisconsin, Madison, Wisconsin, USA",
• publisher_address = "San Francisco, CA, USA",
• month = "22-25 " # jul,
• publisher = "Morgan Kaufmann",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-55860-548-7",
• URL = "http://www.bol.ucla.edu/~fukunaga/gp98-compress.pdf",
• URL = "http://citeseer.ist.psu.edu/507773.html",
• size = "8 pages",
• abstract = "We describe a genetic programming system which learns nonlinear predictive models for lossless image compression. Sexpressions which represent nonlinear predictive models are learned, and the error image is compressed using a Human encoder. We show that the proposed system is capable of achieving compression ratios superior to that of the best known lossless compression algorithms, although it is significantly slower than standard algorithms.",
• notes = "GP-98",

}

Genetic Programming entries for Alex S Fukunaga Andre Stechert

Citations