Texture Detection by Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{koeppen:2001:tdgp,

• author = "Mario Koeppen and Xiufen Liu",
• title = "Texture Detection by Genetic Programming",
• booktitle = "Proceedings of the 2001 Congress on Evolutionary Computation CEC2001",
• year = "2001",
• pages = "867--872",
• address = "COEX, World Trade Center, 159 Samseong-dong, Gangnam-gu, Seoul, Korea",
• publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
• month = "27-30 " # may,
• organisation = "IEEE Neural Network Council (NNC), Evolutionary Programming Society (EPS), Institution of Electrical Engineers (IEE)",
• publisher = "IEEE Press",
• keywords = "genetic algorithms, genetic programming, texture analysis, texture detection, evolutionary algorithms, 2D-Lookup, 2D-lookup algorithm, arbitrary image processing, blind texture detection, co-occurrence matrix approach, image recognition",
• ISBN = "0-7803-6658-1",
• DOI = "doi:10.1109/CEC.2001.934281",
• size = "6 pages",
• abstract = "This paper presents an approach to blind texture detection in images based on adaptation of the 2D-lookup algorithm by genetic programming. The task of blind texture detection is to separate textured regions of an image from non-textured (as e.g. homogeneous) ones, without any reference to a priori knowledge about image content. The 2D-lookup algorithm, which generalises the well-known co-occurrence matrix approach of texture analysis, is based on two arbitrary image processing operations. By genetic programming, those image operations can be designed and adapted to a given recognition goal of the whole algorithm. The idea to employ such a framework for texture detection is to use a random image as adaptation goal. Despite of the fact that such a task has no exact solution, the system is able to fulfil this task to a certain degree. This degree is related to textureness in the image: the more texture, the higher the degree. The paper exemplifies this approach",
• notes = "CEC-2001 - A joint meeting of the IEEE, Evolutionary Programming Society, Galesia, and the IEE.

  IEEE Catalog Number = 01TH8546C,

  Library of Congress Number =",

}

Genetic Programming entries for Mario Koppen Xiufen Liu

Citations