Parallel evolution of image processing tools for multispectral imagery

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Harvey:2000:SPIE,
  author =       "N. R. Harvey and S. P. Brumby and S. J. Perkins and 
                 R. B. Porter and J. Theiler and A. C. Young and 
                 J. J. Szymanski and J. J. Bloch",
  title =        "Parallel evolution of image processing tools for
                 multispectral imagery",
  booktitle =    "Imaging Spectrometry VI, Procceedings of SPIE",
  year =         "2000",
  editor =       "Michael R. Descour and Sylvia S. Shen",
  volume =       "4132",
  pages =        "72--82",
  organisation = "SPIE",
  keywords =     "genetic algorithms, genetic programming, GENIE,
                 ALADDIN",
  URL =          "http://public.lanl.gov/jt/Papers/harveySPIE4132.ps.gz",
  DOI =          "doi:10.1117/12.406611",
  size =         "11 pages",
  abstract =     "We describe the implementation and performance of a
                 parallel, hybrid evolutionary-algorithm based system,
                 which optimises image processing tools for
                 feature-finding tasks in multi-spectral imagery (MSI)
                 data sets. Our system uses an integrated
                 spatio-spectral approach and is capable of combining
                 suitably-registered data from different sensors. We
                 investigate the speed-up obtained by parallelisation of
                 the evolutionary process via multiple processors (a
                 workstation cluster) and develop a model for prediction
                 of run-times for different numbers of processors. We
                 demonstrate our system on Landsat Thematic Mapper MSI,
                 covering the recent Cerro Grande fire at Los Alamos,
                 NM, USA.",
}

Genetic Programming entries for Neal R Harvey Steven P Brumby Simon Perkins Reid B Porter James Theiler A Cody Young John J Szymanski Jeffrey J Bloch

Citations